{
  "data": {
    "a": {
      "slug": "financial-modeling-prep",
      "name": "Financial Modeling Prep",
      "vendor": "Financial Modeling Prep",
      "vendorUrl": "https://site.financialmodelingprep.com",
      "kind": "http-api",
      "category": "market-data",
      "summary": "Financial Modeling Prep (FMP) is a market data API for financial statements, earnings, quotes, price history, filings, news and economic series across stocks, ETFs, funds, forex and crypto. Agents call the REST endpoints under /stable or the hosted MCP server.",
      "url": "https://www.anchorterminal.com/tools/financial-modeling-prep",
      "markdownUrl": "https://www.anchorterminal.com/tools/financial-modeling-prep.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/financial-modeling-prep.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/financial-modeling-prep.json",
      "dns": "financial-modeling-prep.grade.anchorterminal.com",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://financialmodelingprep.com/stable",
      "packages": [],
      "auth": "api-key",
      "authNotes": "One API key per account, shown in the dashboard after a browser signup. The docs accept it as an `apikey` request header or as `?apikey=` in the query string. The hosted MCP server's documented address carries the key in the URL, `https://financialmodelingprep.com/mcp?apikey=KEY`; the same host also publishes OAuth 2 metadata (authorisation code with PKCE, scopes openid, email and profile) that the MCP page does not mention. No scopes, expiry or rotation guidance found.",
      "pricing": "freemium",
      "pricingNotes": "Basic plan free at 250 calls a day with end-of-day data and 5 years of history, no card stated. Personal plans Starter $29, Premium $69 and Ultimate $139 a month (about $19, $49 and $99 a month billed annually) at 300, 750 and 3,000 calls a minute, with trailing 30-day bandwidth caps of 500 MB, 20 GB, 50 GB and 150 GB. Commercial and display use need a separate licence with no public price (https://site.financialmodelingprep.com/pricing-plans, checked 2026-11-03).",
      "priceSummary": "$29 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the API docs, api-docs.md, pricing pages, the MCP page or the OAuth metadata (checked 2026-11-03). A call without a key returns HTTP 401 with an `Error Message` field.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-03"
      },
      "docsUrl": "https://site.financialmodelingprep.com/developer/docs",
      "llmsTxt": "https://site.financialmodelingprep.com/llms.txt",
      "capabilities": [
        "market.fundamentals",
        "market.prices",
        "market.history",
        "market.filings",
        "market.news",
        "market.indices",
        "market.crypto",
        "data.company",
        "data.markets"
      ],
      "tags": [
        "hosted",
        "freemium",
        "api-key",
        "mcp",
        "remote-mcp",
        "llms-txt",
        "no-card",
        "free-tier",
        "closed-source",
        "status-page",
        "stocks",
        "forex",
        "crypto",
        "personal-use"
      ],
      "lastRelease": "2026-11-02",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 48.7,
        "grade": "D",
        "agentReady": false,
        "rank": 1124,
        "ranked": true,
        "rankOf": 1520,
        "categoryRank": 9,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 59,
          "maintenance": 60,
          "payments": 30,
          "reliability": 50,
          "schema": 61,
          "security": 30,
          "transparency": 57
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-03"
        },
        "negative": 0,
        "verdict": "About 199 stable REST endpoints with Markdown docs for agents, a dated changelog and a free key at 250 calls a day. The one key travels in the query string on the documented MCP address, error responses and 429 handling are undocumented, the status history could not be read, and personal plans forbid any company use.",
        "bestFor": "Agents doing company research on statements, ratios, DCF, filings, transcripts and calendars with one key, and US coverage on cheap plans.",
        "strengths": [
          "api-docs.md and pricing.md give agents every stable endpoint with parameters, an example response and the plan that unlocks it",
          "Changelog entries dated by day through 2 November 2026",
          "Free Basic plan at 250 calls a day with no card stated, and plan prices published without login",
          "A public status page and a help centre with FAQs on keys, limits and errors",
          "Hosted MCP server that reuses the REST key and limits, with OAuth metadata published on the same host"
        ],
        "weaknesses": [
          "The documented MCP connection URL puts the API key in the query string, and the REST docs accept `?apikey=` too",
          "No OpenAPI document, no documented error responses and no 429 or Retry-After guidance found",
          "Status page data did not load for our reader, so the incident record is unknown",
          "Personal plans are for individuals only; any use on behalf of a company, and any display, needs a separate agreement with no public price",
          "Terms name no legal entity, and the privacy policy carries no date and no retention periods"
        ],
        "agentNotes": [
          "Send the key as an `apikey` header, not in the URL, and treat the MCP `?apikey=` address as a secret",
          "Use the /stable paths from api-docs.md; /api/v3 and /v4 are discontinued even though the FAQ still shows a v3 example",
          "On the free plan expect 5 results and page 0 on many list endpoints; read pricing.md before planning a crawl",
          "A missing or wrong key returns HTTP 401 with an `Error Message` field; stop and ask the user rather than retry",
          "Do not display or pass on the data in a product; personal plans forbid it"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 48.7
          }
        ],
        "editorialScores": {
          "ergonomics": 59,
          "maintenance": 60,
          "payments": 30,
          "reliability": 50,
          "schema": 61,
          "security": 30,
          "transparency": 33
        },
        "provenanceScore": 81,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-03",
            "maintenance": "2026-11-03",
            "payments": "2026-11-03",
            "reliability": "2026-11-03",
            "schema": "2026-11-03",
            "security": "2026-11-03",
            "transparency": "2026-11-03"
          },
          "last": "2026-11-03",
          "oldest": "2026-11-03",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl -H \"apikey: $FMP_API_KEY\" \"https://financialmodelingprep.com/stable/quote?symbol=AAPL\"",
        "config": {
          "mcpServers": {
            "fmp": {
              "url": "https://financialmodelingprep.com/mcp?apikey=YOUR_FMP_API_KEY"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/market.fundamentals",
        "tool": "https://letme.dev/financial-modeling-prep"
      },
      "area": "domain-data",
      "unitPrices": [
        {
          "item": "Starter, 300 calls a minute",
          "unit": "month",
          "usd": 29,
          "note": "personal use, about $19 a month billed annually"
        },
        {
          "item": "Premium, 750 calls a minute",
          "unit": "month",
          "usd": 69,
          "note": "personal use, about $49 a month billed annually"
        },
        {
          "item": "Ultimate, 3,000 calls a minute",
          "unit": "month",
          "usd": 139,
          "note": "personal use, about $99 a month billed annually"
        }
      ],
      "provenance": {
        "legalEntity": "Financial Modeling Prep",
        "domain": "financialmodelingprep.com",
        "domainRegistered": "2018-02-19",
        "endpointOnVendorDomain": true,
        "terms": "https://site.financialmodelingprep.com/terms-of-service",
        "privacy": "https://site.financialmodelingprep.com/privacy-policy",
        "statusPage": "https://status.financialmodelingprep.com",
        "changelog": "https://site.financialmodelingprep.com/developer/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-11-03",
        "notes": [
          "The terms of service, last updated 1 August 2023, are written between FMP and the customer and name no legal form, address or governing law. The footer reads Financial Modeling Prep.",
          "The privacy policy carries no date and names Google AdSense and Google Analytics. It keeps data for as long as necessary and promises breach notice within 7 business days.",
          "site.financialmodelingprep.com/robots.txt allows all crawlers and disallows /contact-card/. The terms contain no clause on automated access to the website.",
          "RDAP gives financialmodelingprep.com a registration date of 19 February 2018 at Amazon Registrar.",
          "/.well-known/security.txt and /security.txt return 404 on site.financialmodelingprep.com. The footer's Trust Center link returns 404.",
          "The status page is an Endpoint Uptime Status page at status.financialmodelingprep.com whose data loads by script; our reader got an error instead of the uptime figures.",
          "The hosted MCP server's host publishes OAuth 2 metadata at /.well-known/oauth-authorization-server with a Google service-account JWKS."
        ],
        "score": 81
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/financial-modeling-prep.json",
      "live": {
        "slug": "financial-modeling-prep",
        "probe": {
          "target": "https://financialmodelingprep.com/stable",
          "method": "get",
          "lastAt": "2026-11-11T06:59:37.347130146Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 389,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 369,
          "p95ms24h": 491,
          "samples24h": 244,
          "samples30d": 1558,
          "days": [
            {
              "date": "2026-11-04",
              "probes": 87,
              "ok": 87
            },
            {
              "date": "2026-11-05",
              "probes": 185,
              "ok": 185
            },
            {
              "date": "2026-11-06",
              "probes": 241,
              "ok": 241
            },
            {
              "date": "2026-11-07",
              "probes": 243,
              "ok": 243
            },
            {
              "date": "2026-11-08",
              "probes": 243,
              "ok": 243
            },
            {
              "date": "2026-11-09",
              "probes": 243,
              "ok": 243
            },
            {
              "date": "2026-11-10",
              "probes": 244,
              "ok": 244
            },
            {
              "date": "2026-11-11",
              "probes": 72,
              "ok": 72
            }
          ],
          "since": "2026-11-04T00:00:00Z"
        },
        "vendorStatus": {
          "page": "https://status.financialmodelingprep.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-11-11T05:34:46.179336848Z"
        },
        "securityTxt": {
          "url": "https://financialmodelingprep.com/.well-known/security.txt",
          "state": "unknown",
          "checkedAt": "2026-11-10T16:08:41.226508286Z"
        },
        "llmsTxt": {
          "url": "https://site.financialmodelingprep.com/llms.txt",
          "ok": false,
          "status": 403,
          "checkedAt": "2026-11-10T15:43:06.327611946Z"
        },
        "domain": {
          "domain": "financialmodelingprep.com",
          "registered": "2018-02-19",
          "source": "https://rdap.verisign.com/com/v1/domain/financialmodelingprep.com",
          "checkedAt": "2026-11-08T14:53:13.120837167Z"
        },
        "pages": [
          {
            "url": "https://site.financialmodelingprep.com/developer/docs/changelog",
            "kind": "changelog",
            "status": 403,
            "checkedAt": "2026-11-10T16:31:15.617587811Z",
            "changedAt": "0001-01-01T00:00:00Z"
          },
          {
            "url": "https://site.financialmodelingprep.com/pricing-plans",
            "kind": "pricing",
            "status": 403,
            "checkedAt": "2026-11-10T16:31:18.054767017Z",
            "changedAt": "0001-01-01T00:00:00Z"
          },
          {
            "url": "https://site.financialmodelingprep.com/privacy-policy",
            "kind": "privacy",
            "status": 403,
            "checkedAt": "2026-11-10T16:31:19.633966462Z",
            "changedAt": "0001-01-01T00:00:00Z"
          },
          {
            "url": "https://site.financialmodelingprep.com/terms-of-service",
            "kind": "terms",
            "status": 403,
            "checkedAt": "2026-11-10T16:31:21.670122713Z",
            "changedAt": "0001-01-01T00:00:00Z"
          }
        ],
        "mcpTools": {
          "url": "https://financialmodelingprep.com/mcp?apikey=YOUR_FMP_API_KEY",
          "checkedAt": "2026-11-11T02:41:01.082838146Z",
          "status": "ok",
          "protocol": "2025-11-25",
          "tools": [
            {
              "name": "ESG",
              "title": "ESG Ratings",
              "description": "ESG (Environmental, Social, Governance) ratings and benchmarks. Look up ESG scores by symbol or compare across the market by year.\n\nEndpoints:\n- esg-benchmark: ESG Benchmark Comparison\n- esg-ratings (symbol*): ESG Ratings\n- esg-search (symbol*): ESG Investment Search\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "esg-benchmark",
                      "esg-ratings",
                      "esg-search"
                    ],
                    "type": "string"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "year": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "Fundraisers",
              "title": "Fundraisers",
              "description": "Crowdfunding campaigns and equity offerings from SEC filings. Search by company name or CIK, or browse the latest filings.\n\nEndpoints:\n- crowdfunding-by-cik (cik*): Crowdfunding By CIK\n- crowdfunding-search (name*): Crowdfunding Campaign Search\n- equity-offering-by-cik (cik*): Equity Offering By CIK\n- equity-offering-search (name*): Equity Offering Search\n- latest-crowdfunding: Latest Crowdfunding Campaigns\n- latest-equity-offering: Equity Offering Updates\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "cik": {
                    "type": "number"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "crowdfunding-by-cik",
                      "crowdfunding-search",
                      "equity-offering-by-cik",
                      "equity-offering-search",
                      "latest-crowdfunding",
                      "latest-equity-offering"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "name": {
                    "type": "string"
                  },
                  "page": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "analyst",
              "title": "Analyst Ratings",
              "description": "Analyst ratings, price targets, and financial estimates. Get current and historical stock grades, consensus price targets, and EPS/revenue estimates by symbol.\n\nEndpoints:\n- financial-estimates (symbol*, period*): Financial Estimates\n- grades (symbol*): Stock Grades\n- grades-summary (symbol*): Stock Grades Summary\n- historical-grades (symbol*): Historical Stock Grades\n- historical-ratings (symbol*): Historical Ratings\n- price-target-consensus (symbol*): Price Target Consensus\n- price-target-summary (symbol*): Price Target Summary\n- ratings-snapshot (symbol*): Ratings Snapshot\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "financial-estimates",
                      "grades",
                      "grades-summary",
                      "historical-grades",
                      "historical-ratings",
                      "price-target-consensus",
                      "price-target-summary",
                      "ratings-snapshot"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "period": {
                    "type": "string"
                  },
                  "symbol": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "calendar",
              "title": "Market Calendar",
              "description": "Market event calendars: earnings, dividends, IPOs, and stock splits. Browse upcoming events by date range or look up a specific company's history.\n\nEndpoints:\n- dividends-calendar: Dividends Calendar\n- dividends-company (symbol*): Dividends Company\n- earnings-calendar: Earnings Calendar\n- earnings-company (symbol*): Earnings Report\n- ipos-calendar: IPOs Calendar\n- ipos-disclosure: IPOs Disclosure\n- ipos-prospectus: IPOs Prospectus\n- splits-calendar: Stock Splits Calendar\n- splits-company (symbol*): Stock Split Details\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "dividends-calendar",
                      "dividends-company",
                      "earnings-calendar",
                      "earnings-company",
                      "ipos-calendar",
                      "ipos-disclosure",
                      "ipos-prospectus",
                      "splits-calendar",
                      "splits-company"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "includeReportTimes": {
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "chart",
              "title": "Price Charts",
              "description": "Historical and intraday stock price charts. Get EOD prices (full, light, dividend-adjusted, or unadjusted) and intraday bars at 1min, 5min, 15min, 30min, 1hr, and 4hr intervals.\n\nEndpoints:\n- historical-price-eod-dividend-adjusted (symbol*): Dividend Adjusted Price Chart\n- historical-price-eod-full (symbol*): Stock Price and Volume Data\n- historical-price-eod-light (symbol*): Stock Chart Light\n- historical-price-eod-non-split-adjusted (symbol*): Unadjusted Stock Price\n- intraday-1-hour (symbol*): 1 Hour Interval Stock Chart\n- intraday-1-min (symbol*): 1 Min Interval Stock Chart\n- intraday-15-min (symbol*): 15 Min Interval Stock Chart\n- intraday-30-min (symbol*): 30 Min Interval Stock Chart\n- intraday-4-hour (symbol*): 4 Hour Interval Stock Chart\n- intraday-5-min (symbol*): 5 Min Interval Stock Chart\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "historical-price-eod-dividend-adjusted",
                      "historical-price-eod-full",
                      "historical-price-eod-light",
                      "historical-price-eod-non-split-adjusted",
                      "intraday-1-hour",
                      "intraday-1-min",
                      "intraday-15-min",
                      "intraday-30-min",
                      "intraday-4-hour",
                      "intraday-5-min"
                    ],
                    "type": "string"
                  },
                  "extended": {
                    "type": "boolean"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "nonadjusted": {
                    "type": "boolean"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "commitmentOfTraders",
              "title": "Commitment of Traders",
              "description": "CFTC Commitment of Traders (COT) reports. View trader positions, sentiment analysis, and the list of available COT symbols.\n\nEndpoints:\n- COT-report: Cot Report\n- COT-report-analysis: COT Analysis By Dates\n- COT-report-list: COT Report List",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "COT-report",
                      "COT-report-analysis",
                      "COT-report-list"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "commodity",
              "title": "Commodities",
              "description": "Commodity market data: quotes, historical EOD prices, and intraday charts (1min, 5min, 1hr). List available commodity symbols or get real-time/batch quotes.\n\nEndpoints:\n- all-commodities-quotes: All Commodities Quotes\n- commodities-historical-price-eod-full (symbol*): Full Chart\n- commodities-historical-price-eod-light (symbol*): Light Chart\n- commodities-intraday-1-hour (symbol*): 1-Hour Interval Commodities Chart\n- commodities-intraday-1-min (symbol*): 1-Minute Interval Commodities Chart\n- commodities-intraday-5-min (symbol*): 5-Minute Interval Commodities Chart\n- commodities-list: Commodities List\n- commodities-quote (symbol*): Commodities Quote\n- commodities-quote-short (symbol*): Commodities Quote Short\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "all-commodities-quotes",
                      "commodities-historical-price-eod-full",
                      "commodities-historical-price-eod-light",
                      "commodities-intraday-1-hour",
                      "commodities-intraday-1-min",
                      "commodities-intraday-5-min",
                      "commodities-list",
                      "commodities-quote",
                      "commodities-quote-short"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "short": {
                    "type": "boolean"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "company",
              "title": "Company Data",
              "description": "Company fundamentals and corporate data: profiles, executives, employee counts, market cap, shares float, M\u0026A activity, peer comparisons, and executive compensation. Look up by symbol or CIK.\n\nEndpoints:\n- all-shares-float: All Shares Float\n- batch-market-cap (symbols*): Batch Market Cap\n- company-executives (symbol*): Company Executives\n- company-notes (symbol*): Company Notes\n- delisted-companies: Delisted Companies\n- employee-count (symbol*): Company Employee Count\n- executive-compensation (symbol*): Executive Compensation\n- executive-compensation-benchmark: Executive Compensation Benchmark\n- historical-employee-count (symbol*): Company Historical Employee Count\n- historical-market-cap (symbol*): Historical Market Cap\n- latest-mergers-acquisitions: Latest Mergers \u0026 Acquisitions\n- market-cap (symbol*): Company Market Cap\n- peers (symbol*): Stock Peer Comparison\n- profile-cik (cik*): Company Profile by CIK\n- profile-symbol (symbol*): Company Profile Data\n- search-mergers-acquisitions (name*): Search Mergers \u0026 Acquisitions\n- shares-float (symbol*): Company Share Float \u0026 Liquidity\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "cik": {
                    "type": "number"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "all-shares-float",
                      "batch-market-cap",
                      "company-executives",
                      "company-notes",
                      "delisted-companies",
                      "employee-count",
                      "executive-compensation",
                      "executive-compensation-benchmark",
                      "historical-employee-count",
                      "historical-market-cap",
                      "latest-mergers-acquisitions",
                      "market-cap",
                      "peers",
                      "profile-cik",
                      "profile-symbol",
                      "search-mergers-acquisitions",
                      "shares-float"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "name": {
                    "type": "string"
                  },
                  "page": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "symbols": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "to_date": {
                    "type": "string"
                  },
                  "year": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "crypto",
              "title": "Cryptocurrency",
              "description": "Cryptocurrency market data: quotes, historical EOD prices, and intraday charts (1min, 5min, 1hr). List available crypto symbols or get real-time/batch quotes.\n\nEndpoints:\n- all-cryptocurrency-quotes: All Cryptocurrencies Quotes\n- cryptocurrency-historical-price-eod-full (symbol*): Historical Cryptocurrency Full Chart\n- cryptocurrency-historical-price-eod-light (symbol*): Historical Cryptocurrency Light Chart\n- cryptocurrency-intraday-1-hour (symbol*): 1-Hour Interval Cryptocurrency Data\n- cryptocurrency-intraday-1-min (symbol*): 1-Minute Interval Cryptocurrency Data\n- cryptocurrency-intraday-5-min (symbol*): 5-Minute Interval Cryptocurrency Data\n- cryptocurrency-list: Cryptocurrency List\n- cryptocurrency-quote (symbol*): Full Cryptocurrency Quote\n- cryptocurrency-quote-short (symbol*): Cryptocurrency Quote Short\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "all-cryptocurrency-quotes",
                      "cryptocurrency-historical-price-eod-full",
                      "cryptocurrency-historical-price-eod-light",
                      "cryptocurrency-intraday-1-hour",
                      "cryptocurrency-intraday-1-min",
                      "cryptocurrency-intraday-5-min",
                      "cryptocurrency-list",
                      "cryptocurrency-quote",
                      "cryptocurrency-quote-short"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "short": {
                    "type": "boolean"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "directory",
              "title": "Symbol Directory",
              "description": "Reference lists and directories: actively traded symbols, ETFs, company symbols, CIK numbers, financial statement symbols, earnings transcript symbols, available countries/exchanges/industries/sectors, and symbol changes.\n\nEndpoints:\n- ETFs-list: ETF Symbol Search\n- actively-trading-list: Actively Trading List\n- available-countries: Available Countries\n- available-exchanges: Available Exchanges\n- available-industries: Available Industries\n- available-sectors: Available Sectors\n- cik-list: CIK List\n- company-symbols-list: Company Symbols List\n- earnings-transcript-list: Earnings Transcript List\n- financial-symbols-list: Financial Statement Symbols List\n- symbol-changes-list: Symbol Changes List",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "ETFs-list",
                      "actively-trading-list",
                      "available-countries",
                      "available-exchanges",
                      "available-industries",
                      "available-sectors",
                      "cik-list",
                      "company-symbols-list",
                      "earnings-transcript-list",
                      "financial-symbols-list",
                      "symbol-changes-list"
                    ],
                    "type": "string"
                  },
                  "extended": {
                    "type": "boolean"
                  },
                  "invalid": {
                    "type": "boolean"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "discountedCashFlow",
              "title": "Discounted Cash Flow",
              "description": "Discounted cash flow (DCF) valuations: standard and levered models, plus custom DCF with configurable assumptions (growth rate, tax rate, WACC components, etc.).\n\nEndpoints:\n- custom-dcf-advanced (symbol*): Custom DCF Advanced\n- custom-dcf-levered (symbol*): Custom DCF Levered\n- dcf-advanced (symbol*): DCF Valuation\n- dcf-levered (symbol*): Levered DCF\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "beta": {
                    "type": "string"
                  },
                  "capitalExpenditurePct": {
                    "type": "string"
                  },
                  "cashAndShortTermInvestmentsPct": {
                    "type": "string"
                  },
                  "costOfDebt": {
                    "type": "string"
                  },
                  "costOfEquity": {
                    "type": "string"
                  },
                  "depreciationAndAmortizationPct": {
                    "type": "string"
                  },
                  "ebitPct": {
                    "type": "string"
                  },
                  "ebitdaPct": {
                    "type": "string"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "custom-dcf-advanced",
                      "custom-dcf-levered",
                      "dcf-advanced",
                      "dcf-levered"
                    ],
                    "type": "string"
                  },
                  "inventoriesPct": {
                    "type": "string"
                  },
                  "longTermGrowthRate": {
                    "type": "string"
                  },
                  "marketRiskPremium": {
                    "type": "string"
                  },
                  "operatingCashFlowPct": {
                    "type": "string"
                  },
                  "payablePct": {
                    "type": "string"
                  },
                  "receivablesPct": {
                    "type": "string"
                  },
                  "revenueGrowthPct": {
                    "type": "string"
                  },
                  "riskFreeRate": {
                    "type": "string"
                  },
                  "sellingGeneralAndAdministrativeExpensesPct": {
                    "type": "string"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "taxRate": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "earningsTranscript",
              "title": "Earnings Transcripts",
              "description": "Earnings call transcripts: search by symbol/quarter/year, list available transcript dates, browse the latest transcripts, or list all symbols with transcripts.\n\nEndpoints:\n- available-transcript-symbols: Available Transcript Symbols\n- latest-transcripts: Latest Earning Transcripts\n- search-transcripts (symbol*, year*, quarter*): Earnings Transcript\n- transcripts-dates-by-symbol (symbol*): Transcripts Dates By Symbol\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "available-transcript-symbols",
                      "latest-transcripts",
                      "search-transcripts",
                      "transcripts-dates-by-symbol"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "quarter": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "year": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "economics",
              "title": "Economics",
              "description": "Macroeconomic data: economic event calendars, named indicators (GDP, CPI, etc.) with date ranges, treasury rates, and market risk premiums by country.\n\nEndpoints:\n- economics-calendar: Economic Data Releases Calendar\n- economics-indicators (name*): Economics Indicators\n- market-risk-premium: Market Risk Premium\n- treasury-rates: Treasury Rates\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "country": {
                    "type": "string"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "economics-calendar",
                      "economics-indicators",
                      "market-risk-premium",
                      "treasury-rates"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "etfAndMutualFunds",
              "title": "ETF \u0026 Mutual Funds",
              "description": "ETF and mutual fund analysis: holdings, sector/country weightings, asset exposure, fund information, and SEC disclosure filings.\n\nEndpoints:\n- country-weighting (symbol*): ETF \u0026 Fund Country Allocation\n- disclosures-dates (symbol*): Fund \u0026 ETF Disclosures by Date\n- disclosures-name-search (name*): Mutual Fund \u0026 ETF Disclosure Name Search\n- etf-asset-exposure (symbol*): ETF Asset Exposure\n- holdings (symbol*): ETF \u0026 Fund Holdings\n- information (symbol*): ETF \u0026 Mutual Fund Information\n- latest-disclosures (symbol*): Mutual Fund \u0026 ETF Disclosure\n- mutual-fund-disclosures (symbol*, year*, quarter*): Mutual Fund Disclosures\n- sector-weighting (symbol*): ETF Sector Weighting\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "cik": {
                    "type": "number"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "country-weighting",
                      "disclosures-dates",
                      "disclosures-name-search",
                      "etf-asset-exposure",
                      "holdings",
                      "information",
                      "latest-disclosures",
                      "mutual-fund-disclosures",
                      "sector-weighting"
                    ],
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "quarter": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "year": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "forex",
              "title": "Forex",
              "description": "Forex market data: currency pair quotes, historical EOD prices, and intraday charts (1min, 5min, 1hr). List available forex pairs or get real-time/batch quotes.\n\nEndpoints:\n- all-forex-quotes: Batch Forex Quotes\n- forex-historical-price-eod-full (symbol*): Historical Forex Full Chart\n- forex-historical-price-eod-light (symbol*): Historical Forex Light Chart\n- forex-intraday-1-hour (symbol*): 1-Hour Interval Forex Chart\n- forex-intraday-1-min (symbol*): 1-Minute Interval Forex Chart\n- forex-intraday-5-min (symbol*): 5-Minute Interval Forex Chart\n- forex-list: Forex Currency Pairs\n- forex-quote (symbol*): Forex Quote\n- forex-quote-short (symbol*): Forex Short Quote\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "all-forex-quotes",
                      "forex-historical-price-eod-full",
                      "forex-historical-price-eod-light",
                      "forex-intraday-1-hour",
                      "forex-intraday-1-min",
                      "forex-intraday-5-min",
                      "forex-list",
                      "forex-quote",
                      "forex-quote-short"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "short": {
                    "type": "boolean"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "form13F",
              "title": "Form 13F Filings",
              "description": "SEC Form 13F institutional ownership data: extract holdings by CIK, view filing dates, analyze holder performance, industry breakdowns, and positions by symbol/quarter.\n\nEndpoints:\n- filings-extract (cik*, year*, quarter*): Filings Extract\n- filings-extract-with-analytics-by-holder (symbol*, year*, quarter*): Filings Extract With Analytics By Holder\n- form-13f-filings-dates (cik*): Form 13F Filings Dates\n- holder-performance-summary (cik*): Holder Performance Summary\n- holders-industry-breakdown (cik*, year*, quarter*): Holders Industry Breakdown\n- industry-summary (year*, quarter*): Industry Performance Summary\n- latest-filings: Institutional Ownership Filings\n- positions-summary (symbol*, year*, quarter*): Positions Summary\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "cik": {
                    "type": "number"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "filings-extract",
                      "filings-extract-with-analytics-by-holder",
                      "form-13f-filings-dates",
                      "holder-performance-summary",
                      "holders-industry-breakdown",
                      "industry-summary",
                      "latest-filings",
                      "positions-summary"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "quarter": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "year": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "indexes",
              "title": "Market Indexes",
              "description": "Stock market indexes: current and historical constituents of S\u0026P 500, Nasdaq, and Dow Jones. Quotes, EOD history, and intraday charts for any index symbol.\n\nEndpoints:\n- all-index-quotes: All Index Quotes\n- dow-jones: Dow Jones\n- historical-dow-jones: Historical Dow Jones\n- historical-nasdaq: Historical Nasdaq\n- historical-sp-500: Historical S\u0026P 500\n- index-historical-price-eod-full (symbol*): Historical Index Full Chart\n- index-historical-price-eod-light (symbol*): Historical Index Light Chart\n- index-intraday-1-hour (symbol*): 1-Hour Interval Index Price\n- index-intraday-1-min (symbol*): 1-Minute Interval Index Price\n- index-intraday-5-min (symbol*): 5-Minute Interval Index Price\n- index-quote (symbol*): Index Quote\n- index-quote-short (symbol*): Index Short Quote\n- indexes-list: Stock Market Indexes List\n- nasdaq: Nasdaq Index\n- sp-500: S\u0026P 500 Index\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "all-index-quotes",
                      "dow-jones",
                      "historical-dow-jones",
                      "historical-nasdaq",
                      "historical-sp-500",
                      "index-historical-price-eod-full",
                      "index-historical-price-eod-light",
                      "index-intraday-1-hour",
                      "index-intraday-1-min",
                      "index-intraday-5-min",
                      "index-quote",
                      "index-quote-short",
                      "indexes-list",
                      "nasdaq",
                      "sp-500"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "short": {
                    "type": "boolean"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "insiderTrades",
              "title": "Insider Trades",
              "description": "Insider trading data: latest insider transactions, search by symbol/CIK/transaction type, insider trade statistics, acquisition ownership changes, and transaction type reference.\n\nEndpoints:\n- acquisition-ownership (symbol*): Acquisition Ownership\n- all-transaction-types: All Insider Transaction Types\n- insider-trade-statistics (symbol*): Insider Trade Statistics\n- latest-insider-trade: Latest Insider Trading\n- search-insider-trades: Search Insider Trades\n- search-reporting-name (name*): Search Insider Trades by Reporting Name\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "companyCik": {
                    "type": "string"
                  },
                  "date": {
                    "type": "string"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "acquisition-ownership",
                      "all-transaction-types",
                      "insider-trade-statistics",
                      "latest-insider-trade",
                      "search-insider-trades",
                      "search-reporting-name"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "name": {
                    "type": "string"
                  },
                  "page": {
                    "type": "number"
                  },
                  "reportingCik": {
                    "type": "string"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "transactionType": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "marketHours",
              "title": "Market Hours",
              "description": "Exchange trading hours and holiday schedules. Check current market status for any exchange or list all exchanges at once.\n\nEndpoints:\n- all-exchange-market-hours: All Exchange Market Hours\n- exchange-market-hours (exchange*): Global Exchange Market Hours\n- holidays-by-exchange (exchange*): holidays-by-exchange\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "all-exchange-market-hours",
                      "exchange-market-hours",
                      "holidays-by-exchange"
                    ],
                    "type": "string"
                  },
                  "exchange": {
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "timestamp": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "marketPerformance",
              "title": "Market Performance",
              "description": "Market performance and valuation snapshots: biggest gainers/losers, most active stocks, sector and industry P/E ratios, and historical sector/industry performance.\n\nEndpoints:\n- biggest-gainers: Biggest Stock Gainers\n- biggest-losers: Biggest Stock Losers\n- historical-industry-pe (industry*): Historical Industry PE\n- historical-industry-performance (industry*): Historical Industry Performance\n- historical-sector-pe (sector*): Historical Sector PE\n- historical-sector-performance (sector*): Historical Market Sector Performance\n- industry-PE-snapshot (date*): Industry Pe Snapshot\n- industry-performance-snapshot (date*): Industry Performance Snapshot\n- most-active: Top Traded Stocks\n- sector-PE-snapshot (date*): Sector Pe Snapshot\n- sector-performance-snapshot (date*): Market Sector Performance Snapshot\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "date": {
                    "type": "string"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "biggest-gainers",
                      "biggest-losers",
                      "historical-industry-pe",
                      "historical-industry-performance",
                      "historical-sector-pe",
                      "historical-sector-performance",
                      "industry-PE-snapshot",
                      "industry-performance-snapshot",
                      "most-active",
                      "sector-PE-snapshot",
                      "sector-performance-snapshot"
                    ],
                    "type": "string"
                  },
                  "exchange": {
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "industry": {
                    "type": "string"
                  },
                  "sector": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "news",
              "title": "Financial News",
              "description": "Financial news: general market news, stock-specific news (search by symbols), crypto news, forex news, press releases, and FMP articles. Filter by date range with pagination.\n\nEndpoints:\n- crypto-news: Crypto News\n- fmp-articles: FMP Articles\n- forex-news: Forex News\n- general-news: General News\n- press-releases: Press Releases\n- search-crypto-news (symbols*): Search Crypto News\n- search-forex-news (symbols*): Search Forex News\n- search-press-releases (symbols*): Search Press Releases\n- search-stock-news (symbols*): Search Stock News\n- stock-news: Stock News\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "crypto-news",
                      "fmp-articles",
                      "forex-news",
                      "general-news",
                      "press-releases",
                      "search-crypto-news",
                      "search-forex-news",
                      "search-press-releases",
                      "search-stock-news",
                      "stock-news"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "symbols": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "quote",
              "title": "Stock Quotes",
              "description": "Real-time stock quotes: single or batch quotes (full and short), aftermarket quotes/trades, and full-market quotes for all stocks on an exchange, ETFs, mutual funds, crypto, commodities, forex, and indexes.\n\nEndpoints:\n- aftermarket-quote (symbol*): Aftermarket Quote\n- aftermarket-trade (symbol*): Aftermarket Trade\n- batch-aftermarket-quote (symbols*): Batch Aftermarket Quote\n- batch-aftermarket-trade (symbols*): Batch Aftermarket Trade\n- batch-quote (symbols*): Stock Batch Quote\n- batch-quote-short (symbols*): Stock Batch Quote Short\n- full-commodities-quotes: Full Commodities Quotes\n- full-cryptocurrency-quotes: Full Cryptocurrency Quotes\n- full-etf-quotes: ETF Price Quotes\n- full-exchange-quotes (exchange*): Exchange Stock Quotes\n- full-forex-quotes: Full Forex Quote\n- full-index-quotes: Full Index Quotes\n- full-mutualfund-quotes: Mutual Fund Price Quotes\n- quote (symbol*): Stock Quote\n- quote-change (symbol*): Stock Price Change\n- quote-short (symbol*): Stock Quote Short\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "aftermarket-quote",
                      "aftermarket-trade",
                      "batch-aftermarket-quote",
                      "batch-aftermarket-trade",
                      "batch-quote",
                      "batch-quote-short",
                      "full-commodities-quotes",
                      "full-cryptocurrency-quotes",
                      "full-etf-quotes",
                      "full-exchange-quotes",
                      "full-forex-quotes",
                      "full-index-quotes",
                      "full-mutualfund-quotes",
                      "quote",
                      "quote-change",
                      "quote-short"
                    ],
                    "type": "string"
                  },
                  "exchange": {
                    "type": "string"
                  },
                  "short": {
                    "type": "boolean"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "symbols": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "search",
              "title": "Search \u0026 Screener",
              "description": "Search and screen stocks: search by symbol, company name, CIK, ISIN, or CUSIP. Use the stock screener to filter by market cap, price, beta, dividend, volume, sector, industry, country, and more.\n\nEndpoints:\n- search-CIK (cik*): Search Cik\n- search-ISIN (isin*): Search Isin\n- search-company-screener: Stock Screener\n- search-cusip (cusip*): CUSIP\n- search-exchange-variants (symbol*): Exchange Variants\n- search-name (query*): Company Name Search\n- search-symbol (query*): Stock Symbol Search\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "avgVolumeLowerThan": {
                    "type": "number"
                  },
                  "avgVolumeMoreThan": {
                    "type": "number"
                  },
                  "betaLowerThan": {
                    "type": "number"
                  },
                  "betaMoreThan": {
                    "type": "number"
                  },
                  "cik": {
                    "type": "number"
                  },
                  "country": {
                    "type": "string"
                  },
                  "cusip": {
                    "type": "string"
                  },
                  "dividendLowerThan": {
                    "type": "number"
                  },
                  "dividendMoreThan": {
                    "type": "number"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "search-CIK",
                      "search-ISIN",
                      "search-company-screener",
                      "search-cusip",
                      "search-exchange-variants",
                      "search-name",
                      "search-symbol"
                    ],
                    "type": "string"
                  },
                  "exchange": {
                    "type": "string"
                  },
                  "includeAllShareClasses": {
                    "type": "boolean"
                  },
                  "industry": {
                    "type": "string"
                  },
                  "isActivelyTrading": {
                    "type": "boolean"
                  },
                  "isEtf": {
                    "type": "boolean"
                  },
                  "isFund": {
                    "type": "boolean"
                  },
                  "isin": {
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "marketCapLowerThan": {
                    "type": "number"
                  },
                  "marketCapMoreThan": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "priceLowerThan": {
                    "type": "number"
                  },
                  "priceMoreThan": {
                    "type": "number"
                  },
                  "query": {
                    "type": "string"
                  },
                  "sector": {
                    "type": "string"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "volumeLowerThan": {
                    "type": "number"
                  },
                  "volumeMoreThan": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "secFilings",
              "title": "SEC Filings",
              "description": "SEC filings: latest 8-K and financial filings, search filings by symbol/CIK/form type/company name, full SEC company profiles, and SIC industry classification data.\n\nEndpoints:\n- 8k-latest (from_date*, to_date*): Latest 8-K SEC Filings\n- all-industry-classification: All Industry Classification\n- company-search-by-cik (cik*): SEC Filings Company Search By CIK\n- company-search-by-symbol (symbol*): SEC Filings Company Search By Symbol\n- financials-latest (from_date*, to_date*): Latest SEC Filings\n- industry-classification-list: Industry Classification List\n- industry-classification-search: Industry Classification Search\n- search-by-cik (cik*, from_date*, to_date*): SEC Filings By CIK\n- search-by-form-type (formType*, from_date*, to_date*): SEC Filings By Form Type\n- search-by-name (company*): SEC Filings By Name\n- search-by-symbol (symbol*, from_date*, to_date*): SEC Filings By Symbol\n- sec-company-full-profile (symbol*): SEC Company Full Profile\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "cik": {
                    "type": "number"
                  },
                  "company": {
                    "type": "string"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "8k-latest",
                      "all-industry-classification",
                      "company-search-by-cik",
                      "company-search-by-symbol",
                      "financials-latest",
                      "industry-classification-list",
                      "industry-classification-search",
                      "search-by-cik",
                      "search-by-form-type",
                      "search-by-name",
                      "search-by-symbol",
                      "sec-company-full-profile"
                    ],
                    "type": "string"
                  },
                  "formType": {
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "industryTitle": {
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "sicCode": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "senate",
              "title": "Congressional Trading",
              "description": "U.S. congressional trading disclosures: latest Senate and House financial disclosures, search trades by stock symbol or politician name.\n\nEndpoints:\n- house-latest: Latest House Financial Disclosures\n- house-trading (symbol*): U.S. House Trades\n- house-trading-by-name (name*): house-trading-by-name\n- senate-latest: Latest Senate Financial Disclosures\n- senate-trading (symbol*): Senate Trading Activity\n- senate-trading-by-name (name*): senate-trading-by-name\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "house-latest",
                      "house-trading",
                      "house-trading-by-name",
                      "senate-latest",
                      "senate-trading",
                      "senate-trading-by-name"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "name": {
                    "type": "string"
                  },
                  "page": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "statements",
              "title": "Financial Statements",
              "description": "Financial statements and ratios: income statements, balance sheets, cash flow statements (standard, as-reported, TTM, growth). Key metrics, financial ratios, scores, enterprise values, owner earnings, and revenue segmentation (geographic and product). Use period=\"annual\" or \"quarter\"; some endpoints also accept \"FY\" and \"Q1\"–\"Q4\".\n\nEndpoints:\n- as-reported-balance-statements (symbol*): As Reported Balance Statements\n- as-reported-cashflow-statements (symbol*): As Reported Cashflow Statements\n- as-reported-financial-statements (symbol*): As Reported Financial Statements\n- as-reported-income-statements (symbol*): As Reported Income Statements\n- balance-sheet-statement (symbol*): Balance Sheet Statement\n- balance-sheet-statement-growth (symbol*): Balance Sheet Statement Growth\n- balance-sheet-statements-ttm (symbol*): balance-sheet-statements-ttm\n- cashflow-statement (symbol*): Cash Flow Statement\n- cashflow-statement-growth (symbol*): Cashflow Statement Growth\n- cashflow-statements-ttm (symbol*): cashflow-statements-ttm\n- enterprise-values (symbol*): Enterprise Values\n- financial-reports-dates (symbol*): financial-reports-dates\n- financial-reports-form-10-k-json (symbol*, year*, period*): Financial Reports Form 10-K JSON\n- financial-reports-form-10-k-xlsx (symbol*, year*, period*): Financial Reports Form 10-K XLSX\n- financial-scores (symbol*): Financial Scores\n- financial-statement-growth (symbol*): Financial Statement Growth\n- income-statement (symbol*): Income Statement\n- income-statement-growth (symbol*): Income Statement Growth\n- income-statements-ttm (symbol*): income-statements-ttm\n- key-metrics (symbol*): Key Metrics\n- key-metrics-ttm (symbol*): Key Metrics TTM\n- latest-financial-statements: latest-financial-statements\n- metrics-ratios (symbol*): Financial Ratios\n- metrics-ratios-ttm (symbol*): Financial Ratios TTM\n- owner-earnings (symbol*): Owner Earnings\n- revenue-geographic-segments (symbol*): Revenue Geographic Segments\n- revenue-product-segmentation (symbol*): Revenue Product Segmentation\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "as-reported-balance-statements",
                      "as-reported-cashflow-statements",
                      "as-reported-financial-statements",
                      "as-reported-income-statements",
                      "balance-sheet-statement",
                      "balance-sheet-statement-growth",
                      "balance-sheet-statements-ttm",
                      "cashflow-statement",
                      "cashflow-statement-growth",
                      "cashflow-statements-ttm",
                      "enterprise-values",
                      "financial-reports-dates",
                      "financial-reports-form-10-k-json",
                      "financial-reports-form-10-k-xlsx",
                      "financial-scores",
                      "financial-statement-growth",
                      "income-statement",
                      "income-statement-growth",
                      "income-statements-ttm",
                      "key-metrics",
                      "key-metrics-ttm",
                      "latest-financial-statements",
                      "metrics-ratios",
                      "metrics-ratios-ttm",
                      "owner-earnings",
                      "revenue-geographic-segments",
                      "revenue-product-segmentation"
                    ],
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "page": {
                    "type": "number"
                  },
                  "period": {
                    "type": "string"
                  },
                  "structure": {
                    "type": "string"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "year": {
                    "type": "number"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "technicalIndicators",
              "title": "Technical Indicators",
              "description": "Technical analysis indicators: SMA, EMA, DEMA, TEMA, WMA, RSI, ADX, Williams %R, and standard deviation. Specify symbol, timeframe (1min, 5min, 15min, 30min, 1hour, 4hour, 1day), and period length.\n\nEndpoints:\n- average-directional-index (symbol*, periodLength*, timeframe*): Average Directional Index\n- double-exponential-moving-average (symbol*, periodLength*, timeframe*): Double Exponential Moving Average\n- exponential-moving-average (symbol*, periodLength*, timeframe*): Exponential Moving Average\n- relative-strength-index (symbol*, periodLength*, timeframe*): Relative Strength Index\n- simple-moving-average (symbol*, periodLength*, timeframe*): Simple Moving Average\n- standard-deviation (symbol*, periodLength*, timeframe*): Standard Deviation\n- triple-exponential-moving-average (symbol*, periodLength*, timeframe*): Triple Exponential Moving Average\n- weighted-moving-average (symbol*, periodLength*, timeframe*): Weighted Moving Average\n- williams (symbol*, periodLength*, timeframe*): Williams\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "average-directional-index",
                      "double-exponential-moving-average",
                      "exponential-moving-average",
                      "relative-strength-index",
                      "simple-moving-average",
                      "standard-deviation",
                      "triple-exponential-moving-average",
                      "weighted-moving-average",
                      "williams"
                    ],
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "periodLength": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "timeframe": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            },
            {
              "name": "tipranks",
              "title": "TipRanks Analyst Data",
              "description": "TipRanks analyst data: point-in-time analyst ratings and price targets (per symbol and per analyst), and analyst, firm, and symbol performance summaries. Search ratings over a date range, look up an analyst or firm's track record, or pull the full analyst directory.\n\nEndpoints:\n- tipranks-search: Analyst Ratings Search\n- tipranks-pit-by-symbol (symbol*): Point in time Ratings by Symbol\n- tipranks-pit-by-analyst: Point in time Ratings by Analyst\n- tipranks-symbol-summary (symbol*): Ratings Summary by Symbol\n- tipranks-analyst-summary (expertUID*): Ratings Summary by Analyst\n- tipranks-firm-summary (firmName*): Ratings Summary by Firm\n- tipranks-analysts: Analyst Directory Lookup\nParameters marked * are required for that endpoint.",
              "inputSchema": {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "additionalProperties": false,
                "properties": {
                  "analystName": {
                    "type": "string"
                  },
                  "date": {
                    "type": "string"
                  },
                  "endpoint": {
                    "description": "The specific endpoint to call. See tool description for available endpoints.",
                    "enum": [
                      "tipranks-search",
                      "tipranks-pit-by-symbol",
                      "tipranks-pit-by-analyst",
                      "tipranks-symbol-summary",
                      "tipranks-analyst-summary",
                      "tipranks-firm-summary",
                      "tipranks-analysts"
                    ],
                    "type": "string"
                  },
                  "expertUID": {
                    "type": "string"
                  },
                  "firmName": {
                    "type": "string"
                  },
                  "from_date": {
                    "type": "string"
                  },
                  "limit": {
                    "type": "number"
                  },
                  "nonadjusted": {
                    "type": "boolean"
                  },
                  "page": {
                    "type": "number"
                  },
                  "symbol": {
                    "type": "string"
                  },
                  "to_date": {
                    "type": "string"
                  }
                },
                "required": [
                  "endpoint"
                ],
                "type": "object"
              },
              "annotations": {
                "destructiveHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              }
            }
          ],
          "schemaTokens": 11245,
          "changedAt": "2026-11-07T01:44:27.917014846Z",
          "check": {
            "checker": "anchor-check/1.0",
            "totalTokens": 11245,
            "counts": {
              "error": 0,
              "note": 4,
              "warn": 31
            },
            "findings": [
              {
                "rule": "TC07",
                "severity": "warn",
                "tool": "statements",
                "message": "the description is about 522 tokens",
                "fix": "Keep the description to what a model needs to choose and call the tool; move the manual to a resource or the docs."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "ESG",
                "message": "2 parameters without a description: symbol, year",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "Fundraisers",
                "message": "4 parameters without a description: cik, limit, name, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "analyst",
                "message": "4 parameters without a description: limit, page, period, symbol",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "calendar",
                "message": "6 parameters without a description: from_date, includeReportTimes, limit, page, symbol, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "chart",
                "message": "5 parameters without a description: extended, from_date, nonadjusted, symbol, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "commitmentOfTraders",
                "message": "3 parameters without a description: from_date, symbol, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "commodity",
                "message": "4 parameters without a description: from_date, short, symbol, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "company",
                "message": "9 parameters without a description: cik, from_date, limit, name, page, symbol and 3 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "crypto",
                "message": "4 parameters without a description: from_date, short, symbol, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "directory",
                "message": "4 parameters without a description: extended, invalid, limit, page",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "discountedCashFlow",
                "message": "19 parameters without a description: beta, capitalExpenditurePct, cashAndShortTermInvestmentsPct, costOfDebt, costOfEquity, depreciationAndAmortizationPct and 13 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "earningsTranscript",
                "message": "5 parameters without a description: limit, page, quarter, symbol, year",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "economics",
                "message": "4 parameters without a description: country, from_date, name, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "etfAndMutualFunds",
                "message": "5 parameters without a description: cik, name, quarter, symbol, year",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "forex",
                "message": "4 parameters without a description: from_date, short, symbol, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "form13F",
                "message": "6 parameters without a description: cik, limit, page, quarter, symbol, year",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "indexes",
                "message": "4 parameters without a description: from_date, short, symbol, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "insiderTrades",
                "message": "8 parameters without a description: companyCik, date, limit, name, page, reportingCik and 2 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "marketHours",
                "message": "3 parameters without a description: from_date, timestamp, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "marketPerformance",
                "message": "4 parameters without a description: date, exchange, from_date, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "news",
                "message": "5 parameters without a description: from_date, limit, page, symbols, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "quote",
                "message": "4 parameters without a description: exchange, short, symbol, symbols",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "search",
                "message": "27 parameters without a description: avgVolumeLowerThan, avgVolumeMoreThan, betaLowerThan, betaMoreThan, cik, country and 21 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "secFilings",
                "message": "9 parameters without a description: cik, formType, from_date, industryTitle, limit, page and 3 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "senate",
                "message": "4 parameters without a description: limit, name, page, symbol",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "statements",
                "message": "6 parameters without a description: limit, page, period, structure, symbol, year",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "technicalIndicators",
                "message": "5 parameters without a description: from_date, periodLength, symbol, timeframe, to_date",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC11",
                "severity": "warn",
                "tool": "tipranks",
                "message": "10 parameters without a description: analystName, date, expertUID, firmName, from_date, limit and 4 more",
                "fix": "Describe each one: format, units, an example, and what happens when it's left out."
              },
              {
                "rule": "TC21",
                "severity": "warn",
                "tool": "commodity",
                "message": "described almost the same as crypto (86% of the same words)",
                "fix": "Say in each description when to use it instead of the other."
              },
              {
                "rule": "TC21",
                "severity": "warn",
                "tool": "commodity",
                "message": "described almost the same as forex (82% of the same words)",
                "fix": "Say in each description when to use it instead of the other."
              },
              {
                "rule": "TC11",
                "severity": "note",
                "tool": "marketHours",
                "message": "a parameter is documented in the description but not in the schema: exchange",
                "fix": "Put each one in its property's description (in Python: Annotated[str, Field(description=...)])."
              },
              {
                "rule": "TC11",
                "severity": "note",
                "tool": "marketPerformance",
                "message": "parameters are documented in the description but not in the schema: industry, sector",
                "fix": "Put each one in its property's description (in Python: Annotated[str, Field(description=...)])."
              },
              {
                "rule": "TC11",
                "severity": "note",
                "tool": "secFilings",
                "message": "a parameter is documented in the description but not in the schema: company",
                "fix": "Put each one in its property's description (in Python: Annotated[str, Field(description=...)])."
              },
              {
                "rule": "TC24",
                "severity": "note",
                "message": "28 of 28 tools have no outputSchema",
                "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
              }
            ]
          }
        },
        "updatedAt": "2026-11-11T06:59:37.347130146Z"
      },
      "streak": {
        "days": 7,
        "from": "2026-11-04",
        "sinceWatching": true,
        "best": 7
      }
    },
    "answer": "TickerLayer scores 71.5 (BB) on agent readiness against Financial Modeling Prep's 48.7 (D), and leads in 6 of 7 scored categories. Financial Modeling Prep leads on transparency \u0026 trust.",
    "b": {
      "slug": "tickerlayer",
      "name": "TickerLayer",
      "vendor": "TickerLayer",
      "vendorUrl": "https://tickerlayer.com",
      "kind": "http-api",
      "category": "market-data",
      "summary": "TickerLayer is a market data API for stocks, forex, crypto, indices, ETFs, commodities, bond yields and perpetual futures, over REST and WebSocket with an API key, a hosted MCP server and pay-per-call x402 access in USDC on Base.",
      "url": "https://www.anchorterminal.com/tools/tickerlayer",
      "markdownUrl": "https://www.anchorterminal.com/tools/tickerlayer.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/tickerlayer.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/tickerlayer.json",
      "dns": "tickerlayer.grade.anchorterminal.com",
      "repo": "https://github.com/tickerlayer/agent-plugin",
      "license": "Proprietary hosted service under the TickerLayer terms of use, user agreement and market data disclaimer (all effective 3 November 2026), which name no legal entity or governing law. Free and Individual plans are for internal use, Business adds use inside the customer's own product, and redistribution needs a written Enterprise agreement. The agent plugin (github.com/tickerlayer/agent-plugin) and the npm client are MIT",
      "transports": [
        "http",
        "streamable-http",
        "websocket"
      ],
      "remoteUrl": "https://mcp.tickerlayer.com/mcp",
      "packages": [
        {
          "registry": "npm",
          "name": "tickerlayer"
        },
        {
          "registry": "pypi",
          "name": "tickerlayer"
        }
      ],
      "auth": "mixed",
      "authNotes": "REST takes an API key in the `x-api-key` header. The OpenAPI file also defines `ApiKeyQuery`, an `apiKey` query parameter described as a 'compatibility fallback' that 'keeps the key in logged URLs', and the WebSocket at wss://stream.tickerlayer.com takes the key only in the URL as `apiKey`. A person creates the key in the dashboard after a browser signup. It is shown once and has no scopes, and regenerating it invalidates the previous key. The hosted MCP server takes the key as `x-api-key` or `Authorization: Bearer`, or OAuth 2.1 against https://api.tickerlayer.com (authorisation code with PKCE S256, dynamic client registration, refresh tokens, a revocation endpoint and one scope, `market.read`). The x402 gateway at https://x402.tickerlayer.com needs no account or key (https://tickerlayer.com/llms.txt, https://tickerlayer.com/openapi.json, https://tickerlayer.com/docs/mcp, https://api.tickerlayer.com/.well-known/oauth-authorization-server, https://tickerlayer.com/terms-of-use, checked 2026-11-10).",
      "pricing": "freemium",
      "pricingNotes": "Free plan at 0 USD with no card, per llms.txt, covering crypto, forex and US stocks over REST, 3,000 calls every 30 days, 10 requests a second, no WebSocket, internal use only. Individual plans are priced per feed, 49 USD a month for crypto, commodities or indices, 59 USD for forex or ETFs and 59 to 99 USD per stock market (United States 99 USD), each with 250,000 REST calls a month, 1 WebSocket connection and 10 symbols. Business runs 449 to 999 USD per feed with 25 million calls and 100 requests a second, for use inside the customer's own product. Perpetuals 179 or 799 USD, Futures CFDs 219 or 849 USD, add-ons (overnight session, SignalPoint, Fundamentals, Bonds) 39 to 449 USD. Yearly billing is 20 per cent lower. Enterprise is custom, with redistribution and an SLA. Without an account, x402 charges 0.01 to 0.10 USDC a call on Base and settles only after a valid response (https://tickerlayer.com/pricing, https://tickerlayer.com/llms.txt, https://tickerlayer.com/ai/x402.md, checked 2026-11-10).",
      "priceSummary": "$0.01 / call",
      "where": "hosted",
      "x402": {
        "level": "yes",
        "evidence": "Production gateway https://x402.tickerlayer.com on Base mainnet (`eip155:8453`) in USDC, with a sandbox at https://x402-testnet.tickerlayer.com on Base Sepolia. The catalogue lists 41 GET resources, scheme exact, protocol version 2, facilitator `coinbase-cdp-mainnet`, accountRequired false. Six routes each for stocks, forex, crypto, indices, ETFs and commodities, plus bond yields and four market-calendar routes. Perpetuals, Futures CFDs, the add-ons and WebSocket are not covered. Settlement only after a valid response, and payment identifiers bound to the request (https://x402.tickerlayer.com/catalog, https://tickerlayer.com/ai/x402.md, checked 2026-11-10).",
        "endpoints": [
          {
            "url": "https://x402.tickerlayer.com/v1/stocks/quote/{symbol}",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.tickerlayer.com/v1/crypto/snapshot/{symbol}",
            "priceUsd": 0.02,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.tickerlayer.com/v1/forex/agg/{symbol}/{multiplier}/{timespan}/{from}/{to}",
            "priceUsd": 0.03,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.tickerlayer.com/v1/bond/last/{symbol}",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.tickerlayer.com/v1/markets/status",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 12,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-10"
      },
      "docsUrl": "https://tickerlayer.com/docs",
      "llmsTxt": "https://tickerlayer.com/llms.txt",
      "openapi": "https://tickerlayer.com/openapi.json",
      "registryName": "com.tickerlayer/market-data",
      "capabilities": [
        "market.prices",
        "market.history",
        "market.crypto",
        "market.indices",
        "market.fundamentals",
        "data.markets"
      ],
      "tags": [
        "official",
        "hosted",
        "x402",
        "freemium",
        "free-tier",
        "no-card",
        "openapi",
        "llms-txt",
        "mcp",
        "remote-mcp",
        "mcp-registry",
        "oauth",
        "api-key",
        "websocket",
        "streaming",
        "status-page",
        "closed-source",
        "python",
        "typescript",
        "agent-skills",
        "pre-1.0",
        "new"
      ],
      "lastRelease": "2026-11-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 71.5,
        "grade": "BB",
        "agentReady": true,
        "rank": 160,
        "ranked": true,
        "rankOf": 1520,
        "categoryRank": 2,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 79,
          "maintenance": 79,
          "payments": 92,
          "reliability": 70,
          "schema": 88,
          "security": 49,
          "transparency": 38
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-10"
        },
        "negative": 0,
        "verdict": "An agent can read quotes, bars and market hours across eight asset classes through a documented REST API, 12 MCP tools or 41 x402 resources with no account, and 429s carry Retry-After. The data is derived from unnamed non-exchange sources, no operator is named, and the status history couldn't be read.",
        "bestFor": "An agent that needs latest prices, bars and market hours across stocks, forex, crypto, indices, ETFs, commodities, bond yields and perpetual futures from one schema, and wants to pay per call without an account.",
        "strengths": [
          "x402 on its own gateway for 41 routes across six asset classes, bond yields and market hours, from 0.01 USDC, settled only after a valid response",
          "OpenAPI 3.1 with enums, examples and one error schema carrying `retryAfterMs`, `resetsAt` and the missing product, plus `Retry-After` and `X-RateLimit-*` headers",
          "llms.txt, llms-full.txt, a Markdown twin of every docs page and a skill that says which MCP tool to use for which question",
          "A dated changelog of 50 entries from 8 September to 6 November 2026",
          "MCP server under OAuth 2.1 with PKCE, dynamic registration, revocation and one read scope, listed in the official registry as `com.tickerlayer/market-data`"
        ],
        "weaknesses": [
          "The data is derived and indicative from unnamed non-exchange sources, and no page says it is licensed from an exchange",
          "No legal entity, address or governing law in the terms, user agreement or privacy policy",
          "The REST key can travel as an `apiKey` query parameter, and the WebSocket takes it only in the URL",
          "The privacy policy names no subprocessors and gives no period for request logs",
          "No security.txt, bug bounty or certification found, and the status page's history loads from a path robots.txt disallows"
        ],
        "agentNotes": [
          "Write stocks as `COUNTRY:TICKER`, such as `US:KO`, and always pass `asset_class` to the data tools.",
          "If a 429 carries `REST_QUOTA_EXCEEDED`, stop and tell the user. Waiting doesn't reset the monthly quota.",
          "Present prices as indicative TickerLayer values, never as official exchange prices.",
          "Call `get_market_status` before you report a quiet symbol as missing data.",
          "Send the key in the `x-api-key` header, never as the `apiKey` query parameter."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 71.5
          }
        ],
        "editorialScores": {
          "ergonomics": 79,
          "maintenance": 79,
          "payments": 92,
          "reliability": 70,
          "schema": 88,
          "security": 49,
          "transparency": 30
        },
        "provenanceScore": 46,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-10",
            "maintenance": "2026-11-10",
            "payments": "2026-11-10",
            "reliability": "2026-11-10",
            "schema": "2026-11-10",
            "security": "2026-11-10",
            "transparency": "2026-11-10"
          },
          "last": "2026-11-10",
          "oldest": "2026-11-10",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install tickerlayer",
        "http": "curl -H \"x-api-key: $TICKERLAYER_API_KEY\" \"https://api.tickerlayer.com/stocks/quote/US:KO\"",
        "claudeCode": "claude mcp add --transport http tickerlayer https://mcp.tickerlayer.com/mcp",
        "config": {
          "mcpServers": {
            "tickerlayer": {
              "type": "http",
              "url": "https://mcp.tickerlayer.com/mcp"
            }
          }
        },
        "x402": "curl -i \"https://x402.tickerlayer.com/v1/stocks/quote/US:KO\""
      },
      "letme": {
        "capability": "https://letme.dev/market.prices",
        "tool": "https://letme.dev/tickerlayer"
      },
      "area": "domain-data",
      "unitPrices": [
        {
          "item": "x402 quote, last trade or previous close",
          "unit": "call",
          "usd": 0.01,
          "note": "USDC on Base, no account, with snapshot and symbol lists at 0.02"
        },
        {
          "item": "x402 historical bars, up to 100",
          "unit": "call",
          "usd": 0.03,
          "note": "0.05 for up to 500 bars and 0.10 for up to 1,000"
        },
        {
          "item": "Individual crypto, commodities or indices feed",
          "unit": "month",
          "usd": 49,
          "note": "250,000 REST calls a month, 10 requests a second, internal use only"
        },
        {
          "item": "Individual US stocks feed",
          "unit": "month",
          "usd": 99,
          "note": "other stock markets 59 to 99 USD each, internal use only"
        },
        {
          "item": "Business crypto, commodities or indices feed",
          "unit": "month",
          "usd": 449,
          "note": "25 million REST calls a month, 100 requests a second, use inside the customer's own product"
        }
      ],
      "provenance": {
        "legalEntity": "",
        "domain": "tickerlayer.com",
        "domainRegistered": "2026-04-29",
        "domainNote": "RDAP (Verisign) gives tickerlayer.com a registration date of 29 April 2026 through Cloudflare, last changed 5 October 2026. No page read names a company, registration number, address or country.",
        "endpointOnVendorDomain": true,
        "terms": "https://tickerlayer.com/terms-of-use",
        "privacy": "https://tickerlayer.com/privacy-policy",
        "statusPage": "https://status.tickerlayer.com",
        "changelog": "https://tickerlayer.com/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-11-10",
        "notes": [
          "No legal entity is named anywhere read. The terms of use, the user agreement and the privacy policy (all effective 3 November 2026), the about page and the pricing footer name only 'TickerLayer' or 'the operator of TickerLayer', with no company, registration number, address, country or governing law. Their contact addresses are obfuscated and weren't read. The plugin README gives info@tickerlayer.com.",
          "The terms say the Services come 'AS IS', promise no uptime, cap liability at the greater of 12 months' fees or US$100, and allow MCP tools to change 'with reasonable notice where practical'. The user agreement makes payments non-refundable, refunds at TickerLayer's discretion. The terms ban scraping public pages at a volume that interferes with the Services. A handful of pages were read at a person's pace.",
          "The privacy policy keeps WebSocket connection records for 7 days and request and tool-call logs for 'a limited operational window', names subprocessor categories but no vendors, and says nothing on model training or transfer mechanisms.",
          "robots.txt on tickerlayer.com disallows ia_archiver and archive.org_bot entirely and, for `*`, /dashboard, /admin, /login, /signup, /auth, /oauth, /api, /billing, /profile, the market pages and /cdn-cgi/, with no Content-Signal. x402.tickerlayer.com disallows /v1/ and status.tickerlayer.com disallows /api/. robots.txt on mcp.tickerlayer.com and api.tickerlayer.com answered a client error, read as no rules. Only their OAuth metadata and one unauthenticated GET to /mcp (client error) were sent there.",
          "/.well-known/security.txt answered a client error.",
          "firstReleased is 2026-08-07, the first commit of tickerlayer/agent-plugin ('Release v0.1.0'), whose changelog names the hosted MCP server. The about page says the API opened in 'Early 2026' with no day. lastRelease is 2026-11-06, the newest changelog entry."
        ],
        "score": 46
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/tickerlayer.json",
      "live": {
        "slug": "tickerlayer",
        "probe": {
          "target": "https://mcp.tickerlayer.com/mcp",
          "method": "get",
          "lastAt": "2026-11-11T07:00:06.406304915Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 160,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 150,
          "p95ms24h": 222,
          "samples24h": 43,
          "samples30d": 43,
          "days": [
            {
              "date": "2026-11-11",
              "probes": 43,
              "ok": 43
            }
          ],
          "since": "2026-11-11T02:53:34.214194678Z"
        },
        "vendorStatus": {
          "page": "https://status.tickerlayer.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-11-11T05:35:55.448183455Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "tickerlayer",
            "version": "0.1.0",
            "seenAt": "2026-11-11T06:42:09.859295043Z"
          },
          {
            "registry": "pypi",
            "name": "tickerlayer",
            "version": "0.1.0",
            "released": "2026-10-20",
            "seenAt": "2026-11-11T06:42:10.714909327Z"
          }
        ],
        "githubStars": 0,
        "npmWeekly": 6,
        "pypiWeekly": 5,
        "updatedAt": "2026-11-11T07:00:06.406304915Z"
      },
      "streak": {
        "days": 0,
        "from": "2026-11-11",
        "sinceWatching": true,
        "best": 0
      }
    },
    "edges": [
      {
        "by": 62,
        "category": "payments",
        "leads": "tickerlayer",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "No x402, MPP or L402 (0). Four personal plans priced per month by calls a minute, public without login, with per-endpoint plan limits in pricing.md; commercial prices are by agreement (10). A free Basic plan at 250 calls a day with no card stated (20). The key comes from a browser signup and no key API was found (0). 0 + 10 + 20 + 0 = 30.",
          "b": "x402 on the vendor's own gateway, x402.tickerlayer.com, for 41 GET routes. That is six routes for each of stocks, forex, crypto, indices, ETFs and commodities, plus bond yields and four market-calendar routes. Perpetuals, Futures CFDs, the add-ons, the symbol catalogue and WebSocket need a key. Between massive's 30 for US stock routes only and financial-datasets' 35 for every documented data endpoint (32 of 40). Per-call x402 prices from 0.01 to 0.10 USDC in the catalogue and docs, and plan prices per feed on the pricing page, all without a login (20). A Free plan of 3,000 REST calls every 30 days with 'no card', per llms.txt (20). An agent with a funded Base wallet pays per call with no account or key (20). 32+20+20+20 = 92."
        },
        "scores": {
          "a": 30,
          "b": 92
        }
      },
      {
        "by": 27,
        "category": "schema",
        "leads": "tickerlayer",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "No OpenAPI document was found. The MCP page says the server supplies strict parameter definitions, but the tool list needs a key and was not read (5 of 25). llms.txt links api-docs.md and pricing.md, Markdown written for agents (10). Each of the 199 endpoints in api-docs.md has a purpose paragraph and a plan marker in pricing.md, with little on when not to use it (13 of 20). Parameters are tabled with type, example and a required star, but allowed values sit in prose and no enums are given (8 of 15). Every endpoint has an example request and response; no error responses are documented anywhere we read (10 of 15). A /stable path, legacy /v3 and /v4 marked discontinued, and a changelog dated by day through 2 November 2026 (15). 5 + 10 + 13 + 8 + 10 + 15 = 61.",
          "b": "OpenAPI 3.1 at tickerlayer.com/openapi.json (TickerLayer Market Data API 1.0.0, about 386,000 characters), read in its first 100,000 and last 96,000 characters, with summaries, descriptions, tags and examples on the operations read and shared 400, 401, 403, 404, 429 and 503 responses. The WebSocket is described in prose only and the hosted MCP tool schemas weren't read (23 of 25). llms.txt, llms-full.txt and a Markdown twin of every docs page (10). Operation descriptions state purpose and plan gating, and the vendor's skill says which MCP tool to use for each question and when not to, such as `get_quote` not being the tool for a price. Financial-datasets took 17 (17 of 20). Enums on `interval`, `multiplier`, `timespan` and `sort`, `format: date` on dates, bounded `limit`, required path parameters, as for massive (13 of 15). Examples on most parameters and responses, one Error schema with ten fields and documented codes, but the codes appear only as example values with no enum or table (13 of 15). A dated changelog of the last 50 changes, 8 September to 6 November 2026, but no version in the REST paths ('no /v1/') and the spec at 1.0.0. Above twelve-data's 10 for monthly updates and below massive's 15 for versioned paths (12 of 15). 23+10+17+13+13+12 = 88."
        },
        "scores": {
          "a": 61,
          "b": 88
        }
      },
      {
        "by": 20,
        "category": "reliability",
        "leads": "tickerlayer",
        "name": "Reliability",
        "reasons": {
          "a": "Read with the hosted lines. A public status page at status.financialmodelingprep.com is linked from every page (20), but its figures load by script and our reader got an error, so no incident history could be read (5). Limits are published with numbers, 250 calls a day on Basic and 300, 750 and 3,000 calls a minute on paid plans, with bandwidth caps per plan (15). No 429 behaviour, Retry-After or backoff guidance was found in the docs, api-docs.md or FAQs (0). No SLA found; the terms let FMP change limits without notice (0). The stable API is generally available (10). 20 + 5 + 15 + 0 + 0 + 10 = 50.",
          "b": "Read with the hosted lines, on the REST API. status.tickerlayer.com is an UptimeRobot page linked from the site header (20). Its monitors and history load by script from /api/, which its robots.txt disallows, so no incident record was read, as for eodhd and apitemplate-io (5). Limits are published with numbers, 10 requests a second per account on Free and Individual, 100 on Business, and monthly call quotas per feed (15). The OpenAPI file's 429 carries `Retry-After` and a body with `retryAfterMs`, `resetsAt` and a code that separates the per-second limit from the monthly quota, and every response has carried `X-RateLimit-Limit` and `X-RateLimit-Remaining` since 14 September 2026. Every data operation is a GET, and x402 retries with the same payment identifier return the stored response (15). An SLA is named only for Enterprise under a written agreement and as 'partially available' on Business, with no published terms or figure, and the terms of use promise no uptime. Financial-datasets took 10 for SLAs listed on a self-serve plan, so this is half (5 of 10). No beta or preview label on the REST API, the MCP server or the x402 gateway (10). 20+5+15+15+5+10 = 70."
        },
        "scores": {
          "a": 50,
          "b": 70
        }
      },
      {
        "by": 20,
        "category": "ergonomics",
        "leads": "tickerlayer",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "The REST API is the surface graded. `limit` and `page` on list endpoints, `from` and `to` on series, and batch quote endpoints size responses, with no field selection (15 of 25). Page and limit parameters on lists and date filters on series, no cursor (15 of 20). A missing key returned 401 with an `Error Message` text field in our one test call, and no error reference exists (5 of 20). Every call is a GET read; the MCP server's annotations were not read (16 of 20). Few required parameters and sensible defaults, but no official SDK in any language (8 of 15). 15 + 15 + 5 + 16 + 8 = 59.",
          "b": "Read on the REST API, with the MCP server where a line covers it. Responses are sized by `limit` (bars up to 5,000, catalogue up to 1,000), `sort`, date ranges and batch calls for futures quotes and market status, with no field selection. The MCP server has 12 tools, 11 shown to the model. Massive and financial-datasets took 15 (15 of 25). `limit`, `offset` and `next_offset`, cursors on fundamentals and economic events, `total_count` on bars, `search` on symbols and `updated_since` on signals (18 of 20). Errors carry `statusCode`, `message`, a code, `retryAfterMs`, `resetsAt`, `limitRps`, `plansUrl` and the missing `product` or `market`, and the skill gives an action per status. Above financial-datasets' 16 (17 of 20). Every data call is a GET, and x402 settles only after a valid response with payment identifiers bound to the request, but no readOnlyHint or other annotation was found for the MCP tools. Financial-datasets took 14 without annotations (15 of 20). Data tools need only `asset_class` and `symbol`, with defaults for limit and sort, and official clients exist for JavaScript or TypeScript and Python, both at 0.1.0 from 20 October 2026. Stocks need the `COUNTRY:TICKER` form (14 of 15). 15+18+17+15+14 = 79."
        },
        "scores": {
          "a": 59,
          "b": 79
        }
      },
      {
        "by": 19,
        "category": "security",
        "leads": "tickerlayer",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "One key per account with no scopes, accepted as a header or as `?apikey=`, and the documented MCP address carries it in the URL (20 less 10 for the query string, so 10). Every endpoint is a read (15 of 20). News, press releases, transcripts and filings are third-party text and no guidance on treating them as untrusted was found (5 of 15). No usage log or per-call record for the key holder was found (0 of 15). security.txt returns 404, the Trust Center link returns 404, and no disclosure policy, bug bounty or certification was found (0 of 20). 10 + 15 + 5 + 0 + 0 = 30.",
          "b": "A plain account key with no scopes, shown once and replaced by regenerating it in the dashboard (20). The OpenAPI file defines an `apiKey` query parameter as a 'compatibility fallback', and the WebSocket takes the key only in its URL, so 10 off. The MCP server adds OAuth 2.1 with PKCE S256, dynamic registration, refresh tokens, a revocation endpoint and one scope, `market.read`. Twelve-data took 18 on the same pattern, one less here because the WebSocket has no header option (17 of 30). Every operation reads data, and the OAuth scope is read-only, as for twelve-data and financial-datasets (15 of 20). Responses are prices, bars, symbols, calendars and yields. There is no news feed, and SignalPoint signals are structured fields, so no untrusted text reaches the agent (10 of 15). Rate-limit headers on every response, quota 429s that state the limit and when it renews, and a dashboard list of WebSocket connections with source IP, key and how each ended (24 October 2026). No per-call REST log for the key holder was found, though the privacy policy says request logs are kept (7 of 15). security.txt answered a client error, and no disclosure policy, bug bounty, SOC 2 or ISO 27001 was found (0 of 20). 17+15+10+7+0 = 49."
        },
        "scores": {
          "a": 30,
          "b": 49
        }
      },
      {
        "by": 19,
        "category": "maintenance",
        "leads": "tickerlayer",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "Read as a closed service. The changelog's newest entry is 2 November 2026 (30). Entries dated 6, 8, 12, 28 and 29 October and 2 November 2026, more than three in 90 days (20). A public changelog, a help centre, FAQs and a support address, with issues reported through a site chatbot per the FAQ (10 of 15). No official SDK; the FAQ points at third-party packages (0 of 15). No package to assess, and nothing else to show for CI or dependency health (0 of 10). 30 + 20 + 10 + 0 + 0 = 60.",
          "b": "Read as a closed service. The newest changelog entry is 6 November 2026, a bond yield curve endpoint (30). 50 dated changelog entries from 8 September to 6 November 2026 (20). A public changelog, a consultation form, info@tickerlayer.com and a support chat, all untested, with no community channel and no issues on the plugin repository read. Massive and twelve-data took 10 (9 of 15). Official clients for JavaScript or TypeScript (npm) and Python (PyPI), both 0.1.0 from 20 October 2026, and an MCP registry entry under the verified namespace `com.tickerlayer` (15). The npm package has no dependencies or install hooks but no repository field, the clients' source isn't public and no CI is visible (5 of 10). 30+20+9+15+5 = 79."
        },
        "scores": {
          "a": 60,
          "b": 79
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Financial Modeling Prep",
        "b": "TickerLayer",
        "name": "Vendor"
      },
      {
        "a": "https://financialmodelingprep.com/stable",
        "b": "https://mcp.tickerlayer.com/mcp",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, Streamable HTTP, websocket",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "yes, from $0.01/call",
        "name": "x402"
      },
      {
        "a": "none",
        "b": "Proprietary hosted service under the TickerLayer terms of use, user agreement and market data disclaimer (all effective 3 November 2026), which name no legal entity or governing law. Free and Individual plans are for internal use, Business adds use inside the customer's own product, and redistribution needs a written Enterprise agreement. The agent plugin (github.com/tickerlayer/agent-plugin) and the npm client are MIT",
        "name": "Licence"
      },
      {
        "a": "none",
        "b": "12",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "not listed",
        "b": "com.tickerlayer/market-data",
        "name": "MCP registry"
      },
      {
        "a": "2026-11-02",
        "b": "2026-11-06",
        "name": "Last release"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Terms last updated"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Privacy policy last updated"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Customer content may train models"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Terms restrict automated access"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Arbitration or class-action waiver"
      }
    ],
    "faq": [
      {
        "answer": "TickerLayer scores 71.5 (BB) on agent readiness against Financial Modeling Prep's 48.7 (D), and leads in 6 of 7 scored categories. Financial Modeling Prep leads on transparency \u0026 trust.",
        "question": "Which is better for AI agents, Financial Modeling Prep or TickerLayer?"
      },
      {
        "answer": "Financial Modeling Prep needs an API key. TickerLayer takes an API key or an OAuth sign-in. An agent can also pay TickerLayer per call over x402, with no account.",
        "question": "Do Financial Modeling Prep and TickerLayer need an API key?"
      },
      {
        "answer": "Yes. Financial Modeling Prep has a hosted endpoint at https://financialmodelingprep.com/stable and TickerLayer at https://mcp.tickerlayer.com/mcp.",
        "question": "Can an agent call Financial Modeling Prep and TickerLayer without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Transparency \u0026 trust, 57 against 38"
        ],
        "also": null,
        "goodFor": "Agents doing company research on statements, ratios, DCF, filings, transcripts and calendars with one key, and US coverage on cheap plans.",
        "slug": "financial-modeling-prep",
        "watchFor": "The documented MCP connection URL puts the API key in the query string, and the REST docs accept `?apikey=` too"
      },
      {
        "aheadOn": [
          "Reliability, 70 against 50",
          "Schema \u0026 documentation, 88 against 61",
          "Agent ergonomics, 79 against 59",
          "Security \u0026 auth, 49 against 30",
          "Payments \u0026 pricing, 92 against 30",
          "Maintenance \u0026 community, 79 against 60"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "An agent can pay per call over x402, with no account"
        ],
        "goodFor": "An agent that needs latest prices, bars and market hours across stocks, forex, crypto, indices, ETFs, commodities, bond yields and perpetual futures from one schema, and wants to pay per call without an account.",
        "slug": "tickerlayer",
        "watchFor": "The data is derived and indicative from unnamed non-exchange sources, and no page says it is licensed from an exchange"
      }
    ],
    "history": null,
    "job": {
      "capability": "market.fundamentals",
      "name": "Market fundamentals"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/alpha-vantage-vs-financial-modeling-prep.json",
        "title": "Alpha Vantage vs Financial Modeling Prep",
        "url": "https://www.anchorterminal.com/compare/alpha-vantage-vs-financial-modeling-prep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/alpha-vantage-vs-tickerlayer.json",
        "title": "Alpha Vantage vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/alpha-vantage-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/benzinga-vs-tickerlayer.json",
        "title": "Benzinga vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/benzinga-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/databento-vs-financial-modeling-prep.json",
        "title": "Databento vs Financial Modeling Prep",
        "url": "https://www.anchorterminal.com/compare/databento-vs-financial-modeling-prep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/databento-vs-tickerlayer.json",
        "title": "Databento vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/databento-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-massive.json",
        "title": "Financial Modeling Prep vs Massive (formerly Polygon.io)",
        "url": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-massive"
      },
      {
        "json": "https://www.anchorterminal.com/compare/finnhub-vs-tickerlayer.json",
        "title": "Finnhub vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/finnhub-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/intrinio-vs-tickerlayer.json",
        "title": "Intrinio vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/intrinio-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/massive-vs-tickerlayer.json",
        "title": "Massive (formerly Polygon.io) vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/massive-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/tickerlayer-vs-tiingo.json",
        "title": "TickerLayer vs Tiingo",
        "url": "https://www.anchorterminal.com/compare/tickerlayer-vs-tiingo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/tickerlayer-vs-twelve-data.json",
        "title": "TickerLayer vs Twelve Data",
        "url": "https://www.anchorterminal.com/compare/tickerlayer-vs-twelve-data"
      },
      {
        "json": "https://www.anchorterminal.com/compare/eulerpool-vs-financial-modeling-prep.json",
        "title": "Eulerpool Financial Data API vs Financial Modeling Prep",
        "url": "https://www.anchorterminal.com/compare/eulerpool-vs-financial-modeling-prep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/eulerpool-vs-tickerlayer.json",
        "title": "Eulerpool Financial Data API vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/eulerpool-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/financial-datasets-vs-financial-modeling-prep.json",
        "title": "Financial Datasets vs Financial Modeling Prep",
        "url": "https://www.anchorterminal.com/compare/financial-datasets-vs-financial-modeling-prep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/financial-datasets-vs-tickerlayer.json",
        "title": "Financial Datasets vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/financial-datasets-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-finnhub.json",
        "title": "Financial Modeling Prep vs Finnhub",
        "url": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-finnhub"
      },
      {
        "json": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-intrinio.json",
        "title": "Financial Modeling Prep vs Intrinio",
        "url": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-intrinio"
      },
      {
        "json": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-tiingo.json",
        "title": "Financial Modeling Prep vs Tiingo",
        "url": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-tiingo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-twelve-data.json",
        "title": "Financial Modeling Prep vs Twelve Data",
        "url": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-twelve-data"
      },
      {
        "json": "https://www.anchorterminal.com/compare/eodhd-vs-financial-modeling-prep.json",
        "title": "EODHD vs Financial Modeling Prep",
        "url": "https://www.anchorterminal.com/compare/eodhd-vs-financial-modeling-prep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/eodhd-vs-tickerlayer.json",
        "title": "EODHD vs TickerLayer",
        "url": "https://www.anchorterminal.com/compare/eodhd-vs-tickerlayer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/benzinga-vs-financial-modeling-prep.json",
        "title": "Benzinga vs Financial Modeling Prep",
        "url": "https://www.anchorterminal.com/compare/benzinga-vs-financial-modeling-prep"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 20,
        "edge": "tickerlayer",
        "financial-modeling-prep": 50,
        "key": "reliability",
        "name": "Reliability",
        "tickerlayer": 70,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 27,
        "edge": "tickerlayer",
        "financial-modeling-prep": 61,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "tickerlayer": 88,
        "weight": 13
      },
      {
        "by": 20,
        "edge": "tickerlayer",
        "financial-modeling-prep": 59,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "tickerlayer": 79,
        "weight": 13
      },
      {
        "by": 19,
        "edge": "tickerlayer",
        "financial-modeling-prep": 30,
        "key": "security",
        "name": "Security \u0026 auth",
        "tickerlayer": 49,
        "weight": 14
      },
      {
        "by": 62,
        "edge": "tickerlayer",
        "financial-modeling-prep": 30,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "tickerlayer": 92,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 19,
        "edge": "tickerlayer",
        "financial-modeling-prep": 60,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "tickerlayer": 79,
        "weight": 7
      },
      {
        "by": 19,
        "edge": "financial-modeling-prep",
        "financial-modeling-prep": 57,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "tickerlayer": 38,
        "weight": 7
      }
    ],
    "summary": "TickerLayer scores 71.5 (BB) on agent readiness against Financial Modeling Prep's 48.7 (D), and leads in 6 of 7 scored categories. Financial Modeling Prep leads on transparency \u0026 trust. Both do market fundamentals. TickerLayer accepts x402. Financial Modeling Prep doesn't.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "financial-modeling-prep": "About 199 stable REST endpoints with Markdown docs for agents, a dated changelog and a free key at 250 calls a day. The one key travels in the query string on the documented MCP address, error responses and 429 handling are undocumented, the status history could not be read, and personal plans forbid any company use.",
      "tickerlayer": "An agent can read quotes, bars and market hours across eight asset classes through a documented REST API, 12 MCP tools or 41 x402 resources with no account, and 429s carry Retry-After. The data is derived from unnamed non-exchange sources, no operator is named, and the status history couldn't be read."
    }
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  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-tickerlayer",
    "json": "https://www.anchorterminal.com/compare/financial-modeling-prep-vs-tickerlayer.json",
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  "markdown": "TickerLayer scores 71.5 (BB) on agent readiness against Financial Modeling Prep's 48.7 (D), and leads in 6 of 7 scored categories. Financial Modeling Prep leads on transparency \u0026 trust. Both do market fundamentals. TickerLayer accepts x402. Financial Modeling Prep doesn't.\n\n- Financial Modeling Prep: grade D, 48.7/100, rank #1124 of 1520. Markdown https://www.anchorterminal.com/tools/financial-modeling-prep.md · JSON https://www.anchorterminal.com/api/v1/tools/financial-modeling-prep.json\n- TickerLayer: grade BB, 71.5/100, rank #160 of 1520. Markdown https://www.anchorterminal.com/tools/tickerlayer.md · JSON https://www.anchorterminal.com/api/v1/tools/tickerlayer.json\n- Best financial market data APIs for AI agents: https://www.anchorterminal.com/best/market-data/index.md\n- All 78 markets comparisons: https://www.anchorterminal.com/compare/market-data/index.md\n\n## Which one, for what\n\n### Financial Modeling Prep (D)\n\nGood for: Agents doing company research on statements, ratios, DCF, filings, transcripts and calendars with one key, and US coverage on cheap plans.\n\nAhead on:\n- Transparency \u0026 trust, 57 against 38\n\nWatch for: The documented MCP connection URL puts the API key in the query string, and the REST docs accept `?apikey=` too\n\n### TickerLayer (BB)\n\nGood for: An agent that needs latest prices, bars and market hours across stocks, forex, crypto, indices, ETFs, commodities, bond yields and perpetual futures from one schema, and wants to pay per call without an account.\n\nAhead on:\n- Reliability, 70 against 50\n- Schema \u0026 documentation, 88 against 61\n- Agent ergonomics, 79 against 59\n- Security \u0026 auth, 49 against 30\n- Payments \u0026 pricing, 92 against 30\n- Maintenance \u0026 community, 79 against 60\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- An agent can pay per call over x402, with no account\n\nWatch for: The data is derived and indicative from unnamed non-exchange sources, and no page says it is licensed from an exchange\n\n\n## Why the edge\n\n### Payments \u0026 pricing: TickerLayer +62\n\n- Financial Modeling Prep (30): No x402, MPP or L402 (0). Four personal plans priced per month by calls a minute, public without login, with per-endpoint plan limits in pricing.md; commercial prices are by agreement (10). A free Basic plan at 250 calls a day with no card stated (20). The key comes from a browser signup and no key API was found (0). 0 + 10 + 20 + 0 = 30.\n- TickerLayer (92): x402 on the vendor's own gateway, x402.tickerlayer.com, for 41 GET routes. That is six routes for each of stocks, forex, crypto, indices, ETFs and commodities, plus bond yields and four market-calendar routes. Perpetuals, Futures CFDs, the add-ons, the symbol catalogue and WebSocket need a key. Between massive's 30 for US stock routes only and financial-datasets' 35 for every documented data endpoint (32 of 40). Per-call x402 prices from 0.01 to 0.10 USDC in the catalogue and docs, and plan prices per feed on the pricing page, all without a login (20). A Free plan of 3,000 REST calls every 30 days with 'no card', per llms.txt (20). An agent with a funded Base wallet pays per call with no account or key (20). 32+20+20+20 = 92.\n\n### Schema \u0026 documentation: TickerLayer +27\n\n- Financial Modeling Prep (61): No OpenAPI document was found. The MCP page says the server supplies strict parameter definitions, but the tool list needs a key and was not read (5 of 25). llms.txt links api-docs.md and pricing.md, Markdown written for agents (10). Each of the 199 endpoints in api-docs.md has a purpose paragraph and a plan marker in pricing.md, with little on when not to use it (13 of 20). Parameters are tabled with type, example and a required star, but allowed values sit in prose and no enums are given (8 of 15). Every endpoint has an example request and response; no error responses are documented anywhere we read (10 of 15). A /stable path, legacy /v3 and /v4 marked discontinued, and a changelog dated by day through 2 November 2026 (15). 5 + 10 + 13 + 8 + 10 + 15 = 61.\n- TickerLayer (88): OpenAPI 3.1 at tickerlayer.com/openapi.json (TickerLayer Market Data API 1.0.0, about 386,000 characters), read in its first 100,000 and last 96,000 characters, with summaries, descriptions, tags and examples on the operations read and shared 400, 401, 403, 404, 429 and 503 responses. The WebSocket is described in prose only and the hosted MCP tool schemas weren't read (23 of 25). llms.txt, llms-full.txt and a Markdown twin of every docs page (10). Operation descriptions state purpose and plan gating, and the vendor's skill says which MCP tool to use for each question and when not to, such as `get_quote` not being the tool for a price. Financial-datasets took 17 (17 of 20). Enums on `interval`, `multiplier`, `timespan` and `sort`, `format: date` on dates, bounded `limit`, required path parameters, as for massive (13 of 15). Examples on most parameters and responses, one Error schema with ten fields and documented codes, but the codes appear only as example values with no enum or table (13 of 15). A dated changelog of the last 50 changes, 8 September to 6 November 2026, but no version in the REST paths ('no /v1/') and the spec at 1.0.0. Above twelve-data's 10 for monthly updates and below massive's 15 for versioned paths (12 of 15). 23+10+17+13+13+12 = 88.\n\n### Reliability: TickerLayer +20\n\n- Financial Modeling Prep (50): Read with the hosted lines. A public status page at status.financialmodelingprep.com is linked from every page (20), but its figures load by script and our reader got an error, so no incident history could be read (5). Limits are published with numbers, 250 calls a day on Basic and 300, 750 and 3,000 calls a minute on paid plans, with bandwidth caps per plan (15). No 429 behaviour, Retry-After or backoff guidance was found in the docs, api-docs.md or FAQs (0). No SLA found; the terms let FMP change limits without notice (0). The stable API is generally available (10). 20 + 5 + 15 + 0 + 0 + 10 = 50.\n- TickerLayer (70): Read with the hosted lines, on the REST API. status.tickerlayer.com is an UptimeRobot page linked from the site header (20). Its monitors and history load by script from /api/, which its robots.txt disallows, so no incident record was read, as for eodhd and apitemplate-io (5). Limits are published with numbers, 10 requests a second per account on Free and Individual, 100 on Business, and monthly call quotas per feed (15). The OpenAPI file's 429 carries `Retry-After` and a body with `retryAfterMs`, `resetsAt` and a code that separates the per-second limit from the monthly quota, and every response has carried `X-RateLimit-Limit` and `X-RateLimit-Remaining` since 14 September 2026. Every data operation is a GET, and x402 retries with the same payment identifier return the stored response (15). An SLA is named only for Enterprise under a written agreement and as 'partially available' on Business, with no published terms or figure, and the terms of use promise no uptime. Financial-datasets took 10 for SLAs listed on a self-serve plan, so this is half (5 of 10). No beta or preview label on the REST API, the MCP server or the x402 gateway (10). 20+5+15+15+5+10 = 70.\n\n### Agent ergonomics: TickerLayer +20\n\n- Financial Modeling Prep (59): The REST API is the surface graded. `limit` and `page` on list endpoints, `from` and `to` on series, and batch quote endpoints size responses, with no field selection (15 of 25). Page and limit parameters on lists and date filters on series, no cursor (15 of 20). A missing key returned 401 with an `Error Message` text field in our one test call, and no error reference exists (5 of 20). Every call is a GET read; the MCP server's annotations were not read (16 of 20). Few required parameters and sensible defaults, but no official SDK in any language (8 of 15). 15 + 15 + 5 + 16 + 8 = 59.\n- TickerLayer (79): Read on the REST API, with the MCP server where a line covers it. Responses are sized by `limit` (bars up to 5,000, catalogue up to 1,000), `sort`, date ranges and batch calls for futures quotes and market status, with no field selection. The MCP server has 12 tools, 11 shown to the model. Massive and financial-datasets took 15 (15 of 25). `limit`, `offset` and `next_offset`, cursors on fundamentals and economic events, `total_count` on bars, `search` on symbols and `updated_since` on signals (18 of 20). Errors carry `statusCode`, `message`, a code, `retryAfterMs`, `resetsAt`, `limitRps`, `plansUrl` and the missing `product` or `market`, and the skill gives an action per status. Above financial-datasets' 16 (17 of 20). Every data call is a GET, and x402 settles only after a valid response with payment identifiers bound to the request, but no readOnlyHint or other annotation was found for the MCP tools. Financial-datasets took 14 without annotations (15 of 20). Data tools need only `asset_class` and `symbol`, with defaults for limit and sort, and official clients exist for JavaScript or TypeScript and Python, both at 0.1.0 from 20 October 2026. Stocks need the `COUNTRY:TICKER` form (14 of 15). 15+18+17+15+14 = 79.\n\n### Security \u0026 auth: TickerLayer +19\n\n- Financial Modeling Prep (30): One key per account with no scopes, accepted as a header or as `?apikey=`, and the documented MCP address carries it in the URL (20 less 10 for the query string, so 10). Every endpoint is a read (15 of 20). News, press releases, transcripts and filings are third-party text and no guidance on treating them as untrusted was found (5 of 15). No usage log or per-call record for the key holder was found (0 of 15). security.txt returns 404, the Trust Center link returns 404, and no disclosure policy, bug bounty or certification was found (0 of 20). 10 + 15 + 5 + 0 + 0 = 30.\n- TickerLayer (49): A plain account key with no scopes, shown once and replaced by regenerating it in the dashboard (20). The OpenAPI file defines an `apiKey` query parameter as a 'compatibility fallback', and the WebSocket takes the key only in its URL, so 10 off. The MCP server adds OAuth 2.1 with PKCE S256, dynamic registration, refresh tokens, a revocation endpoint and one scope, `market.read`. Twelve-data took 18 on the same pattern, one less here because the WebSocket has no header option (17 of 30). Every operation reads data, and the OAuth scope is read-only, as for twelve-data and financial-datasets (15 of 20). Responses are prices, bars, symbols, calendars and yields. There is no news feed, and SignalPoint signals are structured fields, so no untrusted text reaches the agent (10 of 15). Rate-limit headers on every response, quota 429s that state the limit and when it renews, and a dashboard list of WebSocket connections with source IP, key and how each ended (24 October 2026). No per-call REST log for the key holder was found, though the privacy policy says request logs are kept (7 of 15). security.txt answered a client error, and no disclosure policy, bug bounty, SOC 2 or ISO 27001 was found (0 of 20). 17+15+10+7+0 = 49.\n\n### Maintenance \u0026 community: TickerLayer +19\n\n- Financial Modeling Prep (60): Read as a closed service. The changelog's newest entry is 2 November 2026 (30). Entries dated 6, 8, 12, 28 and 29 October and 2 November 2026, more than three in 90 days (20). A public changelog, a help centre, FAQs and a support address, with issues reported through a site chatbot per the FAQ (10 of 15). No official SDK; the FAQ points at third-party packages (0 of 15). No package to assess, and nothing else to show for CI or dependency health (0 of 10). 30 + 20 + 10 + 0 + 0 = 60.\n- TickerLayer (79): Read as a closed service. The newest changelog entry is 6 November 2026, a bond yield curve endpoint (30). 50 dated changelog entries from 8 September to 6 November 2026 (20). A public changelog, a consultation form, info@tickerlayer.com and a support chat, all untested, with no community channel and no issues on the plugin repository read. Massive and twelve-data took 10 (9 of 15). Official clients for JavaScript or TypeScript (npm) and Python (PyPI), both 0.1.0 from 20 October 2026, and an MCP registry entry under the verified namespace `com.tickerlayer` (15). The npm package has no dependencies or install hooks but no repository field, the clients' source isn't public and no CI is visible (5 of 10). 30+20+9+15+5 = 79.\n\n## Score by category\n\n| Category | Weight | Financial Modeling Prep | TickerLayer | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 70 | TickerLayer +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 61 | 88 | TickerLayer +27 |\n| Agent ergonomics | 13% (16.2 this run) | 59 | 79 | TickerLayer +20 |\n| Security \u0026 auth | 14% (17.5 this run) | 30 | 49 | TickerLayer +19 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 92 | TickerLayer +62 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 60 | 79 | TickerLayer +19 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 57 | 38 | Financial Modeling Prep +19 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **48.7 · D** | **71.5 · BB** | |\n\n## Facts side by side\n\n| Fact | Financial Modeling Prep | TickerLayer |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Financial Modeling Prep | TickerLayer |\n| Hosted endpoint | `https://financialmodelingprep.com/stable` | `https://mcp.tickerlayer.com/mcp` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, websocket |\n| Auth | API key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | yes, from $0.01/call |\n| Licence | none | Proprietary hosted service under the TickerLayer terms of use, user agreement and market data disclaimer (all effective 3 November 2026), which name no legal entity or governing law. Free and Individual plans are for internal use, Business adds use inside the customer's own product, and redistribution needs a written Enterprise agreement. The agent plugin (github.com/tickerlayer/agent-plugin) and the npm client are MIT |\n| Tools exposed | none | 12 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `com.tickerlayer/market-data` |\n| Last release | 2026-11-02 | 2026-11-06 |\n| Terms last updated | couldn't be read | not read yet |\n| Privacy policy last updated | couldn't be read | not read yet |\n| Customer content may train models | couldn't be read | not read yet |\n| Terms restrict automated access | couldn't be read | not read yet |\n| Terms restrict benchmarking | couldn't be read | not read yet |\n| Terms or service can change without notice | couldn't be read | not read yet |\n| Arbitration or class-action waiver | couldn't be read | not read yet |\n\n## Verdicts\n\n**Financial Modeling Prep.** About 199 stable REST endpoints with Markdown docs for agents, a dated changelog and a free key at 250 calls a day. The one key travels in the query string on the documented MCP address, error responses and 429 handling are undocumented, the status history could not be read, and personal plans forbid any company use.\n\n**TickerLayer.** An agent can read quotes, bars and market hours across eight asset classes through a documented REST API, 12 MCP tools or 41 x402 resources with no account, and 429s carry Retry-After. The data is derived from unnamed non-exchange sources, no operator is named, and the status history couldn't be read.\n\n## Before you call either\n\n### Financial Modeling Prep\n\n1. Send the key as an `apikey` header, not in the URL, and treat the MCP `?apikey=` address as a secret\n2. Use the /stable paths from api-docs.md; /api/v3 and /v4 are discontinued even though the FAQ still shows a v3 example\n3. On the free plan expect 5 results and page 0 on many list endpoints; read pricing.md before planning a crawl\n4. A missing or wrong key returns HTTP 401 with an `Error Message` field; stop and ask the user rather than retry\n5. Do not display or pass on the data in a product; personal plans forbid it\n\n### TickerLayer\n\n1. Write stocks as `COUNTRY:TICKER`, such as `US:KO`, and always pass `asset_class` to the data tools.\n2. If a 429 carries `REST_QUOTA_EXCEEDED`, stop and tell the user. Waiting doesn't reset the monthly quota.\n3. Present prices as indicative TickerLayer values, never as official exchange prices.\n4. Call `get_market_status` before you report a quiet symbol as missing data.\n5. Send the key in the `x-api-key` header, never as the `apiKey` query parameter.\n\n## Questions\n\n### Which is better for AI agents, Financial Modeling Prep or TickerLayer?\n\nTickerLayer scores 71.5 (BB) on agent readiness against Financial Modeling Prep's 48.7 (D), and leads in 6 of 7 scored categories. Financial Modeling Prep leads on transparency \u0026 trust.\n\n### Do Financial Modeling Prep and TickerLayer need an API key?\n\nFinancial Modeling Prep needs an API key. TickerLayer takes an API key or an OAuth sign-in. An agent can also pay TickerLayer per call over x402, with no account.\n\n### Can an agent call Financial Modeling Prep and TickerLayer without installing anything?\n\nYes. Financial Modeling Prep has a hosted endpoint at https://financialmodelingprep.com/stable and TickerLayer at https://mcp.tickerlayer.com/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/financial-modeling-prep-vs-tickerlayer.json, and with the fewest tokens: https://www.anchorterminal.com/compare/financial-modeling-prep-vs-tickerlayer.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"financial-modeling-prep\", \"b\": \"tickerlayer\"}`. From a terminal: `anchor compare financial-modeling-prep tickerlayer`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/financial-modeling-prep.json and https://www.anchorterminal.com/api/v1/tools/tickerlayer.json\n\n## Other comparisons with Financial Modeling Prep or TickerLayer\n\n- [Alpha Vantage vs Financial Modeling Prep](https://www.anchorterminal.com/compare/alpha-vantage-vs-financial-modeling-prep.md)\n- [Alpha Vantage vs TickerLayer](https://www.anchorterminal.com/compare/alpha-vantage-vs-tickerlayer.md)\n- [Benzinga vs TickerLayer](https://www.anchorterminal.com/compare/benzinga-vs-tickerlayer.md)\n- [Databento vs Financial Modeling Prep](https://www.anchorterminal.com/compare/databento-vs-financial-modeling-prep.md)\n- [Databento vs TickerLayer](https://www.anchorterminal.com/compare/databento-vs-tickerlayer.md)\n- [Financial Modeling Prep vs Massive (formerly Polygon.io)](https://www.anchorterminal.com/compare/financial-modeling-prep-vs-massive.md)\n- [Finnhub vs TickerLayer](https://www.anchorterminal.com/compare/finnhub-vs-tickerlayer.md)\n- [Intrinio vs TickerLayer](https://www.anchorterminal.com/compare/intrinio-vs-tickerlayer.md)\n- [Massive (formerly Polygon.io) vs TickerLayer](https://www.anchorterminal.com/compare/massive-vs-tickerlayer.md)\n- [TickerLayer vs Tiingo](https://www.anchorterminal.com/compare/tickerlayer-vs-tiingo.md)\n- [TickerLayer vs Twelve Data](https://www.anchorterminal.com/compare/tickerlayer-vs-twelve-data.md)\n- [Eulerpool Financial Data API vs Financial Modeling Prep](https://www.anchorterminal.com/compare/eulerpool-vs-financial-modeling-prep.md)\n- [Eulerpool Financial Data API vs TickerLayer](https://www.anchorterminal.com/compare/eulerpool-vs-tickerlayer.md)\n- [Financial Datasets vs Financial Modeling Prep](https://www.anchorterminal.com/compare/financial-datasets-vs-financial-modeling-prep.md)\n- [Financial Datasets vs TickerLayer](https://www.anchorterminal.com/compare/financial-datasets-vs-tickerlayer.md)\n- [Financial Modeling Prep vs Finnhub](https://www.anchorterminal.com/compare/financial-modeling-prep-vs-finnhub.md)\n- [Financial Modeling Prep vs Intrinio](https://www.anchorterminal.com/compare/financial-modeling-prep-vs-intrinio.md)\n- [Financial Modeling Prep vs Tiingo](https://www.anchorterminal.com/compare/financial-modeling-prep-vs-tiingo.md)\n- [Financial Modeling Prep vs Twelve Data](https://www.anchorterminal.com/compare/financial-modeling-prep-vs-twelve-data.md)\n- [EODHD vs Financial Modeling Prep](https://www.anchorterminal.com/compare/eodhd-vs-financial-modeling-prep.md)\n- [EODHD vs TickerLayer](https://www.anchorterminal.com/compare/eodhd-vs-tickerlayer.md)\n- [Benzinga vs Financial Modeling Prep](https://www.anchorterminal.com/compare/benzinga-vs-financial-modeling-prep.md)\n",
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    "description": "TickerLayer scores 71.5 (BB) to Financial Modeling Prep's 48.7 (D) for market fundamentals. Prices, MCP, x402, uptime and agent notes side by side.",
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    "title": "Financial Modeling Prep vs TickerLayer for AI agents (2026)",
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