{ "data": { "a": { "slug": "finnhub", "name": "Finnhub", "vendor": "Finnhub", "vendorUrl": "https://finnhub.io", "kind": "http-api", "category": "market-data", "summary": "Finnhub is a market data API for stock quotes and candles, company fundamentals, estimates, filings, transcripts, news and alternative data, with forex, crypto and economic series. Agents call the REST API at finnhub.io/api/v1 or the hosted MCP server at mcp.finnhub.io.", "url": "https://www.anchorterminal.com/tools/finnhub", "markdownUrl": "https://www.anchorterminal.com/tools/finnhub.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/finnhub.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/finnhub.json", "dns": "finnhub.grade.anchorterminal.com", "repo": "https://github.com/Finnhub-Stock-API/finnhub-python", "transports": [ "http", "streamable-http", "websocket" ], "remoteUrl": "https://finnhub.io/api/v1", "packages": [ { "registry": "pypi", "name": "finnhub-python" }, { "registry": "npm", "name": "finnhub" } ], "auth": "mixed", "authNotes": "One API key per account from the dashboard after a browser signup. The docs accept it as a `token=` query parameter or an `X-Finnhub-Token` header; the Swagger document declares only the query form. The hosted MCP server at mcp.finnhub.io/mcp uses OAuth with the Finnhub account and fixed client ids (`claude`, `chatgpt`) with no secret, so the assistant never sees the key. No scopes, expiry or rotation guidance found.", "pricing": "freemium", "pricingNotes": "Free key at 60 API calls a minute for personal use with no card, covering 29 of 116 documented operations; 87 are marked premium. Self-serve plans by dataset, read from the pricing page's script data, run from $49.99 a month (market data Basic, 150 calls a minute) and $50 (fundamentals) to $3,500 a month for All-In-One at 900 market data and 300 fundamental calls a minute, all personal use. Enterprise is priced by contact, with commercial use and redistribution (https://finnhub.io/pricing, checked 2026-11-03).", "priceSummary": "$49.99 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the Swagger document, the embedded docs, the pricing script data or the MCP page (checked 2026-11-03). A call without a key returns HTTP 401 with `{\"error\":\"Please use an API key.\"}`.", "endpoints": [] }, "toolCount": 70, "popularity": { "githubStars": 1095, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-03" }, "docsUrl": "https://finnhub.io/docs/api", "openapi": "https://finnhub.io/static/swagger.json", "capabilities": [ "market.prices", "market.fundamentals", "market.news", "market.filings", "market.history", "market.crypto", "market.indices", "data.markets", "data.company" ], "tags": [ "hosted", "freemium", "api-key", "oauth", "mcp", "remote-mcp", "openapi", "no-card", "free-tier", "closed-source", "no-status-page", "python", "go", "typescript", "ruby", "php", "stocks", "forex", "crypto", "personal-use", "sla" ], "lastRelease": "2026-11-02", "graded": true, "anchor": { "graded": true, "score": 45.1, "grade": "E", "agentReady": false, "rank": 1140, "ranked": true, "rankOf": 1349, "categoryRank": 10, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 56, "maintenance": 60, "payments": 30, "reliability": 48, "schema": 58, "security": 32, "transparency": 27 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "low", "date": "2026-11-03" }, "negative": 0, "verdict": "A public Swagger document covers 116 endpoints, six official client libraries exist, and a free key gives 60 calls a minute with no card. The key is documented in the query string, no status page, changelog, error reference or privacy policy was found, and robots.txt kept the terms from our reader.", "bestFor": "Agents that need one key across quotes, fundamentals, estimates, filings and transcripts with official libraries, and a free key for prototypes.", "strengths": [ "Public Swagger 2.0 document with a description on every one of 116 operations and sample code in five languages", "Free key at 60 calls a minute with no card, and a documented 429 with a 30 calls a second ceiling", "Official libraries for Python, Go, JavaScript, Ruby, Kotlin and PHP, three updated on 2 November 2026", "Hosted MCP server with OAuth, 70 tools, and no key pasted into the client", "SLA stated as available for enterprise clients on the home page" ], "weaknesses": [ "The Swagger document declares the key only as a `token` query parameter, and the examples carry it in the URL", "No status page, changelog, error reference or privacy policy was found, and the terms page is disallowed by robots.txt", "87 of 116 operations are marked premium, and self-serve plans are sold per dataset with a $3,500 a month All-In-One", "No legal entity, address or governing law was found on any readable page", "Parameters carry allowed values in prose only, and responses are documented for 200 alone" ], "agentNotes": [ "Send the key as the `X-Finnhub-Token` header, not as `token=` in the URL, and keep under 30 calls a second on top of the plan's per-minute limit", "Check the `premium` marker before calling; a free key reaches 29 operations and the rest answer with an error", "Poll /quote sparingly; the docs say constant polling is not recommended and point to the websocket for real-time updates", "Expect 401 `{\"error\":\"Please use an API key.\"}` without a key and 429 over the limit; wait a minute before retrying, as the MCP page advises", "Self-serve plans are personal use; anything commercial needs the enterprise contact route" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "low", "grade": "E", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 45.1 } ], "editorialScores": { "ergonomics": 56, "maintenance": 60, "payments": 30, "reliability": 48, "schema": 58, "security": 32, "transparency": 8 }, "provenanceScore": 45, "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": { "install": "pip install finnhub-python", "http": "curl -H \"X-Finnhub-Token: $FINNHUB_API_KEY\" \"https://finnhub.io/api/v1/quote?symbol=AAPL\"", "config": { "mcpServers": { "finnhub": { "url": "https://mcp.finnhub.io/mcp" } } } }, "letme": { "capability": "https://letme.dev/market.prices", "tool": "https://letme.dev/finnhub" }, "area": "domain-data", "unitPrices": [ { "item": "Market data Basic, 150 calls a minute", "unit": "month", "usd": 49.99, "note": "personal use, billed quarterly" }, { "item": "Market data Standard, 300 calls a minute", "unit": "month", "usd": 129.99, "note": "personal use, billed quarterly" }, { "item": "Market data Professional, 900 calls a minute", "unit": "month", "usd": 199.99, "note": "personal use, billed annually" }, { "item": "Fundamentals, plan 1", "unit": "month", "usd": 50, "note": "personal use" }, { "item": "All-In-One, 900 market data and 300 fundamental calls a minute", "unit": "month", "usd": 3500, "note": "personal use" } ], "provenance": { "legalEntity": "Finnhub", "domain": "finnhub.io", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://finnhub.io/terms-of-service", "privacy": "", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-11-03", "notes": [ "No legal entity, address or governing law was found. The site names only Finnhub; the GitHub organisation gives New York, NY; the Swagger document's license field says Apache-2.0, which describes the document, not the data.", "finnhub.io/robots.txt disallows /terms-of-service and /faq for every crawler, so the terms were not read. The pricing page says each self-serve plan is Personal Use with the terms applying.", "/privacy and /about return 302 to the home page. No privacy policy was found.", "/.well-known/security.txt and /security.txt return 302 to the home page, so none.", "No status page or changelog was found on the site, in the docs document or on the MCP page.", "RDAP for the .io domain answered without events, so the registration date is not recorded." ], "score": 45 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/finnhub.json", "live": { "slug": "finnhub", "probe": { "target": "https://finnhub.io/api/v1", "method": "get", "lastAt": "2026-11-04T20:05:01.76114208Z", "lastOk": true, "lastStatus": 401, "lastMs": 199, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 135, "p95ms24h": 413, "samples24h": 48, "samples30d": 48, "days": [ { "date": "2026-11-04", "probes": 48, "ok": 48 } ] }, "securityTxt": { "url": "https://finnhub.io/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-04T15:53:16.666096211Z" }, "updatedAt": "2026-11-04T20:05:01.76114208Z" } }, "answer": "Twelve Data scores 70 (BB) on agent readiness against Finnhub's 45.1 (E), and leads in 6 of 7 scored categories.", "b": { "slug": "twelve-data", "name": "Twelve Data", "vendor": "Twelve Data Pte. Ltd.", "vendorUrl": "https://twelvedata.com", "kind": "http-api", "category": "market-data", "summary": "Twelve Data is a market data API for prices and time series across stocks, ETFs, funds, forex, crypto and commodities, with technical indicators, fundamentals, news and filings. Agents call the REST API, the WebSocket or the hosted MCP server.", "url": "https://www.anchorterminal.com/tools/twelve-data", "markdownUrl": "https://www.anchorterminal.com/tools/twelve-data.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/twelve-data.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/twelve-data.json", "dns": "twelve-data.grade.anchorterminal.com", "repo": "https://github.com/twelvedata/mcp", "transports": [ "http", "streamable-http", "stdio", "websocket" ], "remoteUrl": "https://api.twelvedata.com", "packages": [ { "registry": "pypi", "name": "twelvedata" }, { "registry": "npm", "name": "twelvedata" } ], "auth": "mixed", "authNotes": "REST and WebSocket take an API key from the dashboard, sent as an `Authorization: apikey \u003ckey\u003e` header (the docs call it recommended) or as `?apikey=`. The hosted MCP server does not accept keys; it uses OAuth 2.1 at auth.twelvedata.com with authorisation code and PKCE, refresh tokens, Client ID Metadata Documents or dynamic client registration, one scope `twelvedata`, a required `resource` parameter and a revocation endpoint. The user signs in with a Twelve Data account. No key scopes or expiry found.", "pricing": "freemium", "pricingNotes": "Basic plan free at 8 API credits a minute and 800 a day with real-time US equities, forex and crypto, no card. Individual plans Grow from $29, Pro from $99 and Ultra from $329 a month (55, 610 and 2,584 credits a minute at the lowest tier, up to $999 for 10,946), annual billing 17 per cent less. Business plans Venture from $149 and Enterprise $1,099 a month, Enterprise+ by quote. Most endpoints cost one credit per symbol; fundamentals and analysis cost more (https://twelvedata.com/pricing.md, checked 2026-11-03).", "priceSummary": "$29 / mo", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the OpenAPI document, llms.txt, pricing.md, auth.md or the MCP docs (checked 2026-11-03). A call without a key returns HTTP 401 with a JSON `code`, `message` and `status`.", "endpoints": [] }, "toolCount": 27, "popularity": { "githubStars": 791, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-03" }, "docsUrl": "https://twelvedata.com/docs", "llmsTxt": "https://twelvedata.com/llms.txt", "openapi": "https://api.twelvedata.com/doc/swagger/openapi.json", "capabilities": [ "market.prices", "market.history", "market.fundamentals", "market.crypto", "market.indices", "market.news", "market.filings", "data.markets" ], "tags": [ "hosted", "freemium", "api-key", "oauth", "mcp", "remote-mcp", "openapi", "llms-txt", "status-page", "soc2", "sla", "no-card", "free-tier", "closed-source", "python", "typescript", "go", "java", "stocks", "forex", "crypto", "streaming", "personal-use" ], "lastRelease": "2026-10-12", "graded": true, "anchor": { "graded": true, "score": 70, "grade": "BB", "agentReady": true, "rank": 197, "ranked": true, "rankOf": 1349, "categoryRank": 2, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 84, "maintenance": 82, "payments": 30, "reliability": 83, "schema": 83, "security": 54, "transparency": 67 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-03" }, "negative": 0, "verdict": "A public OpenAPI 3.1 document with error responses on all 187 operations, Markdown docs and pricing for agents, a status page with two short incidents in 90 days, and an MCP server behind OAuth 2.1. The REST key still travels in the query string as a documented option, no enums are declared, and free and individual plans forbid company use.", "bestFor": "Agents that need prices and time series across many exchanges and asset classes with one contract, CSV output, and a documented error table.", "strengths": [ "OpenAPI 3.1 for 187 operations with eight documented response codes each, plus llms.txt, pricing.md and auth.md for agents", "Status page with component history, two incidents of 20 and 16 minutes in the 90 days to 3 November 2026", "Hosted MCP server on OAuth 2.1 with PKCE, resource indicators and token revocation, and 27 read-only tools in the open source", "Official SDKs for Python, Node.js, Go, Java and R, a CLI, and monthly dated product updates", "Free Basic plan at 800 credits a day with no card, and plan prices published without login" ], "weaknesses": [ "The REST docs and OpenAPI accept the key as `?apikey=` in the query string alongside the header", "No parameter in the OpenAPI document declares an enum; interval and type values are listed in Markdown only", "Free and individual plans are for internal, non-commercial use; any company, team or fund needs a business plan from $149 a month", "No Retry-After or backoff guidance on the documented 429", "The open-source MCP repository ships no licence file, and its local HTTP mode serves /mcp with no authentication by default" ], "agentNotes": [ "Send the key as `Authorization: apikey \u003ckey\u003e`, not in the URL; the hosted MCP server takes OAuth only, so never paste a key into a connector's key field", "Set `outputsize` (1 to 5,000, default 30) and `format=CSV` on time_series to keep responses small, and read `status` in the JSON body since errors come with HTTP codes and a `message`", "Count credits, not calls; most endpoints cost one credit per symbol and the Basic plan allows 8 a minute and 800 a day, with 429 when exceeded", "A 403 means the key's plan lacks the endpoint or symbol, not a bad key; check pricing.md before escalating", "Use trial symbols from twelvedata.com/exchanges to test premium data on the free plan" ], "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": 70 } ], "editorialScores": { "ergonomics": 84, "maintenance": 82, "payments": 30, "reliability": 83, "schema": 83, "security": 54, "transparency": 50 }, "provenanceScore": 83, "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": { "install": "pip install twelvedata", "http": "curl -H \"Authorization: apikey $TWELVE_DATA_API_KEY\" \"https://api.twelvedata.com/time_series?symbol=AAPL\u0026interval=1day\u0026outputsize=30\"", "config": { "mcpServers": { "twelvedata": { "url": "https://mcp.twelvedata.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/market.prices", "tool": "https://letme.dev/twelve-data" }, "area": "domain-data", "unitPrices": [ { "item": "Grow, 55 credits a minute", "unit": "month", "usd": 29, "note": "individual, internal use, lowest Grow tier" }, { "item": "Pro, 610 credits a minute", "unit": "month", "usd": 99, "note": "individual, lowest Pro tier" }, { "item": "Ultra, 2,584 credits a minute", "unit": "month", "usd": 329, "note": "individual, lowest Ultra tier" }, { "item": "Venture, 610 credits a minute", "unit": "month", "usd": 149, "note": "business, external display" }, { "item": "Enterprise, 10,946 credits a minute", "unit": "month", "usd": 1099, "note": "business, external distribution, 99.99 per cent SLA" } ], "provenance": { "legalEntity": "Twelve Data Pte. Ltd.", "domain": "twelvedata.com", "domainRegistered": "2019-07-11", "endpointOnVendorDomain": true, "terms": "https://twelvedata.com/terms", "privacy": "https://twelvedata.com/privacy", "statusPage": "https://twelvedata.isitup.cloud", "changelog": "https://twelvedata.com/news", "securityTxt": "none", "checked": "2026-11-03", "notes": [ "The terms, last updated 1 January 2026, name Twelve Data Pte. Ltd. (UEN 202006058W) under Singapore law with SIAC arbitration. Section 2.3(h) forbids automated tools used to exceed rate limits; nothing forbids reading the website.", "The privacy policy, last updated 22 September 2026, gives the Singapore address, retention of 2 years for account data, 7 years for financial records and 1 year for usage data, and names Azure, Stripe, PayPal, Cloudflare, Intercom, Segment, CookieYes, Google Analytics and Microsoft Clarity.", "twelvedata.com/robots.txt disallows /api/, /docs/search, /docs/url/convert and account paths; the docs, pricing, terms and privacy pages are allowed.", "RDAP gives twelvedata.com a registration date of 11 July 2019 at GoDaddy.", "/.well-known/security.txt and /security.txt return 404. twelvedata.com/security returns 404; the trust centre is security.twelvedata.com on SafeBase.", "The status page is hosted by Isitup at twelvedata.isitup.cloud and is linked from llms.txt. The news page carries monthly product updates and is the nearest thing to a changelog." ], "score": 83 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/twelve-data.json", "live": { "slug": "twelve-data", "probe": { "target": "https://api.twelvedata.com", "method": "get", "lastAt": "2026-11-04T20:05:31.658945822Z", "lastOk": true, "lastStatus": 404, "lastMs": 176, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 146, "p95ms24h": 219, "samples24h": 48, "samples30d": 48, "days": [ { "date": "2026-11-04", "probes": 48, "ok": 48 } ] }, "vendorStatus": { "page": "https://twelvedata.isitup.cloud", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-11-04T15:32:39.97677279Z" }, "securityTxt": { "url": "https://twelvedata.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-04T15:54:50.370188865Z" }, "updatedAt": "2026-11-04T20:05:31.658945822Z" } }, "edges": [ { "by": 40, "category": "transparency", "leads": "twelve-data", "name": "Transparency \u0026 trust", "reasons": { "a": "A closed service whose terms exist at a page that robots.txt disallows, so they were not read; the pricing page says every self-serve plan is personal use, and no legal entity or governing law was found (8 of 30). No privacy policy was found, /privacy redirecting to the home page (0 of 30). No deprecation policy or dated notices found (0 of 20). Stripe and Braintree scripts load on the site, but no processor list or data location is disclosed (0 of 20). 8 + 0 + 0 + 0 = 8.", "b": "A closed service under terms that name the entity, define internal use, business use and redistribution, and were last updated 1 January 2026; the MCP repository is open source but ships no licence file (15 of 30). The privacy policy of 22 September 2026 states retention periods and names its processors, the terms require data deletion within 30 days of termination, and no DPA is named (20 of 30). No deprecation policy or notice period; the terms allow changes and the monthly updates record them after the fact (3 of 20). Subprocessors are named on the privacy policy and the trust centre, with no data locations beyond transfer mechanisms (12 of 20). 15 + 20 + 3 + 12 = 50." }, "scores": { "a": 27, "b": 67 } }, { "by": 35, "category": "reliability", "leads": "twelve-data", "name": "Reliability", "reasons": { "a": "Read with the hosted lines. No status page was found on the site, in the docs document or on the MCP page (0), so no incident history could be read (5). Limits are published with numbers, 60 calls a minute on the free key, 150 to 900 a minute by plan, and 30 calls a second on top of every plan (15). The docs say the limit answers 429 and the MCP page says to wait a minute, with no Retry-After or backoff guidance (8 of 15). The home page says 99.99 per cent uptime with an SLA available for enterprise clients (10). The API is generally available (10). 0 + 5 + 15 + 8 + 10 + 10 = 48.", "b": "Read with the hosted lines. A public status page at twelvedata.isitup.cloud lists Price API, Fundamentals API, WebSocket and Website with uptime figures (20). Its history shows two incidents in the 90 days to 3 November 2026, 20 minutes of unavailability across the three APIs on 1 September and 16 minutes on the WebSocket on 14 October, minor only (20). Limits are published with numbers, credits a minute by plan from 8 to 10,946 and 800 a day on Basic (15). The docs document a 429 on the limit and the usage endpoint, with no Retry-After or backoff guidance; reads only (8 of 15). The terms sell a 99.9 per cent SLA with service credits, and the Enterprise plan carries 99.99 per cent (10). The REST API and MCP server are generally available (10). 20 + 20 + 15 + 8 + 10 + 10 = 83." }, "scores": { "a": 48, "b": 83 } }, { "by": 28, "category": "ergonomics", "leads": "twelve-data", "name": "Agent ergonomics", "reasons": { "a": "The REST API is the surface graded. `from` and `to` on candles and news, and symbol-scoped calls, size responses; no field selection, and the MCP server lists 70 tools (12 of 25). Date filters but no pagination on most lists (10 of 20). Only the 429 is documented; a missing key answered 401 with a JSON `error` field in our one test call (5 of 20). All but one operation are GET reads; the MCP annotations were not read (14 of 20). Few required parameters and official libraries in six languages (15). 12 + 10 + 5 + 14 + 15 = 56.", "b": "The REST API is the surface graded. `outputsize` 1 to 5,000 with a default of 30, `format=CSV`, `dp`, date ranges and batch requests size responses, and the MCP server lists 27 tools (20 of 25). Date ranges, `outputsize` and exchange, country and type filters, with no cursor pagination (15 of 20). Error codes with meanings an agent can branch on, 403 for plan limits and 429 for credits (16 of 20). Every operation is a read, and the MCP source marks tools readOnlyHint (18 of 20). Few required parameters, a demo key, and official SDKs in Python, Node.js, Go, Java and R (15). 20 + 15 + 16 + 18 + 15 = 84." }, "scores": { "a": 56, "b": 84 } }, { "by": 25, "category": "schema", "leads": "twelve-data", "name": "Schema \u0026 documentation", "reasons": { "a": "A public Swagger 2.0 document covers 116 paths with a description on every operation, declaring the key as a query parameter and a 200 response only; the MCP tools were not read (20 of 25). /llms.txt returns the site's HTML shell and no Markdown docs exist (0 of 10). Each operation states its purpose, a premium marker and, on quote, advice against polling, with little on when not to use it (14 of 20). Required flags and types are set on 248 parameters, but allowed values such as news categories sit in description text and no enum is declared (8 of 15). Every operation has example URLs and sample code in five languages, while the only documented error is the 429 (9 of 15). The path carries v1 and no changelog or dated change notes were found (7 of 15). 20 + 0 + 14 + 8 + 9 + 7 = 58.", "b": "A public OpenAPI 3.1 document covers 187 operations, every one with a description and 200, 400, 401, 403, 404, 414, 429 and 500 responses, and the MCP tools in the source carry typed inputs and annotations (25). llms.txt on the site and in the docs link Markdown pages per section, pricing.md and auth.md (10). Descriptions state purpose, plan requirement and credit cost, with little on when not to use an endpoint (16 of 20). Required parameters are marked and the Markdown lists interval, adjust and type values, but none of the 3,091 parameters in the spec declares an enum (9 of 15). Examples with a demo key on every endpoint and an error table with codes and meanings (13 of 15). No version in the path, a spec at version 0.0.1, and monthly dated product updates on the news page rather than an API changelog (10 of 15). 25 + 10 + 16 + 9 + 13 + 10 = 83." }, "scores": { "a": 58, "b": 83 } }, { "by": 22, "category": "security", "leads": "twelve-data", "name": "Security \u0026 auth", "reasons": { "a": "One key per account with no scopes, documented as `token=` in the query string or an `X-Finnhub-Token` header, and the Swagger document declares only the query form. The MCP server uses OAuth with fixed public client ids and keeps the key from the assistant (20 less 10 for the query string, plus 2 for the MCP route, so 12). Every data operation is a read (15 of 20). News, transcripts and filings are third-party text and no guidance was found (5 of 15). No usage log for the key holder was found (0 of 15). security.txt redirects to the home page and no disclosure policy, bug bounty or certification was found (0 of 20). 12 + 15 + 5 + 0 + 0 = 32.", "b": "The REST key is a plain per-account key with no scopes, accepted as a header or as `?apikey=` (20 less 10 for the query string). The hosted MCP server refuses keys and uses OAuth 2.1 with PKCE, a resource indicator, refresh tokens, revocation and one scope, which lifts the credential model for that surface (18 of 30). Every operation is a read (15 of 20). Company news is third-party text and no guidance was found (5 of 15). An `/api_usage` endpoint and dashboard usage give the key holder a view of consumption, not a per-call log (6 of 15). A trust centre on SafeBase lists SOC 2, GDPR and CCPA and ten policies; no security.txt, disclosure process or bug bounty was found (10 of 20). 18 + 15 + 5 + 6 + 10 = 54." }, "scores": { "a": 32, "b": 54 } }, { "by": 22, "category": "maintenance", "leads": "twelve-data", "name": "Maintenance \u0026 community", "reasons": { "a": "Read as a closed service. The newest dated change is 2 November 2026, when finnhub-go, finnhub-ruby and finnhub-php gained a price target history endpoint; the MCP page is dated 6 August 2026 (30). Only that one dated change falls in the last 90 days, the previous library commits being 22 June 2026 (5 of 20). Support by email, with no public changelog or community channel found (5 of 15). Six official client libraries, finnhub-python at 2.4.29 of 24 June 2026 (15). The libraries are generated from the API document; no CI run was visible and the Python README names an older version than PyPI (5 of 10). 30 + 5 + 5 + 15 + 5 = 60.", "b": "Read as a closed service. The newest dated change is the product update of 12 October 2026, with the MCP repository changed on 1 October and the world-model dataset repository on 31 October (30). Monthly updates dated 12 August, 12 September and 12 October 2026 (20). A monthly changelog, a support portal, a sales contact and a Telegram channel; replies on the MCP repository's issues were not read (10 of 15). Six official SDKs and a CLI, twelvedata-python at v1.4.0 of 27 April 2026 (15). The MCP server pins its dependencies with reasons and ships tests; the Python SDK's changelog stops at version 0.1 (7 of 10). 30 + 20 + 10 + 15 + 7 = 82." }, "scores": { "a": 60, "b": 82 } } ], "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Finnhub", "b": "Twelve Data Pte. Ltd.", "name": "Vendor" }, { "a": "https://finnhub.io/api/v1", "b": "https://api.twelvedata.com", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP, websocket", "b": "HTTP, Streamable HTTP, stdio, websocket", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Freemium", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "70", "b": "27", "name": "Tools exposed" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-11-02", "b": "2026-10-12", "name": "Last release" }, { "a": "couldn't be read", "b": "2026-01-01", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-09-22", "name": "Privacy policy last updated" }, { "a": "couldn't be read", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "couldn't be read", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "couldn't be read", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "couldn't be read", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "couldn't be read", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "1.1k stars", "b": "791 stars", "name": "Popularity" } ], "faq": [ { "answer": "Twelve Data scores 70 (BB) on agent readiness against Finnhub's 45.1 (E), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, Finnhub or Twelve Data?" }, { "answer": "Both take an API key or an OAuth sign-in.", "question": "Do Finnhub and Twelve Data need an API key?" }, { "answer": "Yes. Finnhub has a hosted endpoint at https://finnhub.io/api/v1 and Twelve Data at https://api.twelvedata.com.", "question": "Can an agent call Finnhub and Twelve Data without installing anything?" } ], "goodFor": [ { "aheadOn": null, "also": null, "goodFor": "Agents that need one key across quotes, fundamentals, estimates, filings and transcripts with official libraries, and a free key for prototypes.", "slug": "finnhub", "watchFor": "The Swagger document declares the key only as a `token` query parameter, and the examples carry it in the URL" }, { "aheadOn": [ "Reliability, 83 against 48", "Schema \u0026 documentation, 83 against 58", "Agent ergonomics, 84 against 56", "Security \u0026 auth, 54 against 32", "Maintenance \u0026 community, 82 against 60", "Transparency \u0026 trust, 67 against 27" ], "also": [ "Agent-ready, a grade of BB or better", "Runs on your own machine" ], "goodFor": "Agents that need prices and time series across many exchanges and asset classes with one contract, CSV output, and a documented error table.", "slug": "twelve-data", "watchFor": "The REST docs and OpenAPI accept the key as `?apikey=` in the query string alongside the header" } ], "history": null, "job": { "capability": "market.prices", "name": "Market prices" }, "others": [ { "json": "https://www.anchorterminal.com/compare/alpha-vantage-vs-finnhub.json", "title": "Alpha Vantage vs Finnhub", "url": "https://www.anchorterminal.com/compare/alpha-vantage-vs-finnhub" }, { "json": "https://www.anchorterminal.com/compare/alpha-vantage-vs-twelve-data.json", "title": "Alpha Vantage vs Twelve Data", "url": "https://www.anchorterminal.com/compare/alpha-vantage-vs-twelve-data" }, { "json": "https://www.anchorterminal.com/compare/databento-vs-finnhub.json", "title": "Databento vs Finnhub", "url": "https://www.anchorterminal.com/compare/databento-vs-finnhub" }, { "json": "https://www.anchorterminal.com/compare/databento-vs-twelve-data.json", "title": "Databento vs Twelve Data", "url": "https://www.anchorterminal.com/compare/databento-vs-twelve-data" }, { "json": "https://www.anchorterminal.com/compare/finnhub-vs-intrinio.json", "title": "Finnhub vs Intrinio", "url": "https://www.anchorterminal.com/compare/finnhub-vs-intrinio" }, { "json": "https://www.anchorterminal.com/compare/finnhub-vs-massive.json", "title": "Finnhub vs Massive (formerly Polygon.io)", "url": "https://www.anchorterminal.com/compare/finnhub-vs-massive" }, { "json": "https://www.anchorterminal.com/compare/finnhub-vs-tiingo.json", "title": "Finnhub vs Tiingo", "url": "https://www.anchorterminal.com/compare/finnhub-vs-tiingo" }, { "json": "https://www.anchorterminal.com/compare/intrinio-vs-twelve-data.json", "title": "Intrinio vs Twelve Data", "url": "https://www.anchorterminal.com/compare/intrinio-vs-twelve-data" }, { "json": "https://www.anchorterminal.com/compare/massive-vs-twelve-data.json", "title": "Massive (formerly Polygon.io) vs Twelve Data", "url": "https://www.anchorterminal.com/compare/massive-vs-twelve-data" }, { "json": "https://www.anchorterminal.com/compare/tiingo-vs-twelve-data.json", "title": "Tiingo vs Twelve Data", "url": "https://www.anchorterminal.com/compare/tiingo-vs-twelve-data" }, { "json": "https://www.anchorterminal.com/compare/financial-datasets-vs-finnhub.json", "title": "Financial Datasets vs Finnhub", "url": "https://www.anchorterminal.com/compare/financial-datasets-vs-finnhub" }, { "json": "https://www.anchorterminal.com/compare/financial-datasets-vs-twelve-data.json", "title": "Financial Datasets vs Twelve Data", "url": "https://www.anchorterminal.com/compare/financial-datasets-vs-twelve-data" }, { "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-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-finnhub.json", "title": "EODHD vs Finnhub", "url": "https://www.anchorterminal.com/compare/eodhd-vs-finnhub" }, { "json": "https://www.anchorterminal.com/compare/eodhd-vs-twelve-data.json", "title": "EODHD vs Twelve Data", "url": "https://www.anchorterminal.com/compare/eodhd-vs-twelve-data" }, { "json": "https://www.anchorterminal.com/compare/benzinga-vs-finnhub.json", "title": "Benzinga vs Finnhub", "url": "https://www.anchorterminal.com/compare/benzinga-vs-finnhub" }, { "json": "https://www.anchorterminal.com/compare/benzinga-vs-twelve-data.json", "title": "Benzinga vs Twelve Data", "url": "https://www.anchorterminal.com/compare/benzinga-vs-twelve-data" } ], "panel": null, "scores": [ { "by": 35, "edge": "twelve-data", "finnhub": 48, "key": "reliability", "name": "Reliability", "twelve-data": 83, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 25, "edge": "twelve-data", "finnhub": 58, "key": "schema", "name": "Schema \u0026 documentation", "twelve-data": 83, "weight": 13 }, { "by": 28, "edge": "twelve-data", "finnhub": 56, "key": "ergonomics", "name": "Agent ergonomics", "twelve-data": 84, "weight": 13 }, { "by": 22, "edge": "twelve-data", "finnhub": 32, "key": "security", "name": "Security \u0026 auth", "twelve-data": 54, "weight": 14 }, { "by": 0, "edge": "", "finnhub": 30, "key": "payments", "name": "Payments \u0026 pricing", "twelve-data": 30, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 22, "edge": "twelve-data", "finnhub": 60, "key": "maintenance", "name": "Maintenance \u0026 community", "twelve-data": 82, "weight": 7 }, { "by": 40, "edge": "twelve-data", "finnhub": 27, "key": "transparency", "name": "Transparency \u0026 trust", "twelve-data": 67, "weight": 7 } ], "summary": "Twelve Data scores 70 (BB) on agent readiness against Finnhub's 45.1 (E), and leads in 6 of 7 scored categories. Both do market prices.", "tasks": null, "tutorials": [], "verdicts": { "finnhub": "A public Swagger document covers 116 endpoints, six official client libraries exist, and a free key gives 60 calls a minute with no card. The key is documented in the query string, no status page, changelog, error reference or privacy policy was found, and robots.txt kept the terms from our reader.", "twelve-data": "A public OpenAPI 3.1 document with error responses on all 187 operations, Markdown docs and pricing for agents, a status page with two short incidents in 90 days, and an MCP server behind OAuth 2.1. The REST key still travels in the query string as a documented option, no enums are declared, and free and individual plans forbid company use." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/finnhub-vs-twelve-data", "json": "https://www.anchorterminal.com/compare/finnhub-vs-twelve-data.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/finnhub-vs-twelve-data.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/finnhub-vs-twelve-data.min.md" }, "markdown": "Twelve Data scores 70 (BB) on agent readiness against Finnhub's 45.1 (E), and leads in 6 of 7 scored categories. Both do market prices.\n\n- Finnhub: grade E, 45.1/100, rank #1140 of 1349. Markdown https://www.anchorterminal.com/tools/finnhub.md · JSON https://www.anchorterminal.com/api/v1/tools/finnhub.json\n- Twelve Data: grade BB, 70/100, rank #197 of 1349. Markdown https://www.anchorterminal.com/tools/twelve-data.md · JSON https://www.anchorterminal.com/api/v1/tools/twelve-data.json\n- Best financial market data APIs for AI agents: https://www.anchorterminal.com/best/market-data/index.md\n- All 55 markets comparisons: https://www.anchorterminal.com/compare/market-data/index.md\n\n## Which one, for what\n\n### Finnhub (E)\n\nGood for: Agents that need one key across quotes, fundamentals, estimates, filings and transcripts with official libraries, and a free key for prototypes.\n\nWatch for: The Swagger document declares the key only as a `token` query parameter, and the examples carry it in the URL\n\n### Twelve Data (BB)\n\nGood for: Agents that need prices and time series across many exchanges and asset classes with one contract, CSV output, and a documented error table.\n\nAhead on:\n- Reliability, 83 against 48\n- Schema \u0026 documentation, 83 against 58\n- Agent ergonomics, 84 against 56\n- Security \u0026 auth, 54 against 32\n- Maintenance \u0026 community, 82 against 60\n- Transparency \u0026 trust, 67 against 27\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- Runs on your own machine\n\nWatch for: The REST docs and OpenAPI accept the key as `?apikey=` in the query string alongside the header\n\n\n## Why the edge\n\n### Transparency \u0026 trust: Twelve Data +40\n\n- Finnhub (27): A closed service whose terms exist at a page that robots.txt disallows, so they were not read; the pricing page says every self-serve plan is personal use, and no legal entity or governing law was found (8 of 30). No privacy policy was found, /privacy redirecting to the home page (0 of 30). No deprecation policy or dated notices found (0 of 20). Stripe and Braintree scripts load on the site, but no processor list or data location is disclosed (0 of 20). 8 + 0 + 0 + 0 = 8.\n- Twelve Data (67): A closed service under terms that name the entity, define internal use, business use and redistribution, and were last updated 1 January 2026; the MCP repository is open source but ships no licence file (15 of 30). The privacy policy of 22 September 2026 states retention periods and names its processors, the terms require data deletion within 30 days of termination, and no DPA is named (20 of 30). No deprecation policy or notice period; the terms allow changes and the monthly updates record them after the fact (3 of 20). Subprocessors are named on the privacy policy and the trust centre, with no data locations beyond transfer mechanisms (12 of 20). 15 + 20 + 3 + 12 = 50.\n\n### Reliability: Twelve Data +35\n\n- Finnhub (48): Read with the hosted lines. No status page was found on the site, in the docs document or on the MCP page (0), so no incident history could be read (5). Limits are published with numbers, 60 calls a minute on the free key, 150 to 900 a minute by plan, and 30 calls a second on top of every plan (15). The docs say the limit answers 429 and the MCP page says to wait a minute, with no Retry-After or backoff guidance (8 of 15). The home page says 99.99 per cent uptime with an SLA available for enterprise clients (10). The API is generally available (10). 0 + 5 + 15 + 8 + 10 + 10 = 48.\n- Twelve Data (83): Read with the hosted lines. A public status page at twelvedata.isitup.cloud lists Price API, Fundamentals API, WebSocket and Website with uptime figures (20). Its history shows two incidents in the 90 days to 3 November 2026, 20 minutes of unavailability across the three APIs on 1 September and 16 minutes on the WebSocket on 14 October, minor only (20). Limits are published with numbers, credits a minute by plan from 8 to 10,946 and 800 a day on Basic (15). The docs document a 429 on the limit and the usage endpoint, with no Retry-After or backoff guidance; reads only (8 of 15). The terms sell a 99.9 per cent SLA with service credits, and the Enterprise plan carries 99.99 per cent (10). The REST API and MCP server are generally available (10). 20 + 20 + 15 + 8 + 10 + 10 = 83.\n\n### Agent ergonomics: Twelve Data +28\n\n- Finnhub (56): The REST API is the surface graded. `from` and `to` on candles and news, and symbol-scoped calls, size responses; no field selection, and the MCP server lists 70 tools (12 of 25). Date filters but no pagination on most lists (10 of 20). Only the 429 is documented; a missing key answered 401 with a JSON `error` field in our one test call (5 of 20). All but one operation are GET reads; the MCP annotations were not read (14 of 20). Few required parameters and official libraries in six languages (15). 12 + 10 + 5 + 14 + 15 = 56.\n- Twelve Data (84): The REST API is the surface graded. `outputsize` 1 to 5,000 with a default of 30, `format=CSV`, `dp`, date ranges and batch requests size responses, and the MCP server lists 27 tools (20 of 25). Date ranges, `outputsize` and exchange, country and type filters, with no cursor pagination (15 of 20). Error codes with meanings an agent can branch on, 403 for plan limits and 429 for credits (16 of 20). Every operation is a read, and the MCP source marks tools readOnlyHint (18 of 20). Few required parameters, a demo key, and official SDKs in Python, Node.js, Go, Java and R (15). 20 + 15 + 16 + 18 + 15 = 84.\n\n### Schema \u0026 documentation: Twelve Data +25\n\n- Finnhub (58): A public Swagger 2.0 document covers 116 paths with a description on every operation, declaring the key as a query parameter and a 200 response only; the MCP tools were not read (20 of 25). /llms.txt returns the site's HTML shell and no Markdown docs exist (0 of 10). Each operation states its purpose, a premium marker and, on quote, advice against polling, with little on when not to use it (14 of 20). Required flags and types are set on 248 parameters, but allowed values such as news categories sit in description text and no enum is declared (8 of 15). Every operation has example URLs and sample code in five languages, while the only documented error is the 429 (9 of 15). The path carries v1 and no changelog or dated change notes were found (7 of 15). 20 + 0 + 14 + 8 + 9 + 7 = 58.\n- Twelve Data (83): A public OpenAPI 3.1 document covers 187 operations, every one with a description and 200, 400, 401, 403, 404, 414, 429 and 500 responses, and the MCP tools in the source carry typed inputs and annotations (25). llms.txt on the site and in the docs link Markdown pages per section, pricing.md and auth.md (10). Descriptions state purpose, plan requirement and credit cost, with little on when not to use an endpoint (16 of 20). Required parameters are marked and the Markdown lists interval, adjust and type values, but none of the 3,091 parameters in the spec declares an enum (9 of 15). Examples with a demo key on every endpoint and an error table with codes and meanings (13 of 15). No version in the path, a spec at version 0.0.1, and monthly dated product updates on the news page rather than an API changelog (10 of 15). 25 + 10 + 16 + 9 + 13 + 10 = 83.\n\n### Security \u0026 auth: Twelve Data +22\n\n- Finnhub (32): One key per account with no scopes, documented as `token=` in the query string or an `X-Finnhub-Token` header, and the Swagger document declares only the query form. The MCP server uses OAuth with fixed public client ids and keeps the key from the assistant (20 less 10 for the query string, plus 2 for the MCP route, so 12). Every data operation is a read (15 of 20). News, transcripts and filings are third-party text and no guidance was found (5 of 15). No usage log for the key holder was found (0 of 15). security.txt redirects to the home page and no disclosure policy, bug bounty or certification was found (0 of 20). 12 + 15 + 5 + 0 + 0 = 32.\n- Twelve Data (54): The REST key is a plain per-account key with no scopes, accepted as a header or as `?apikey=` (20 less 10 for the query string). The hosted MCP server refuses keys and uses OAuth 2.1 with PKCE, a resource indicator, refresh tokens, revocation and one scope, which lifts the credential model for that surface (18 of 30). Every operation is a read (15 of 20). Company news is third-party text and no guidance was found (5 of 15). An `/api_usage` endpoint and dashboard usage give the key holder a view of consumption, not a per-call log (6 of 15). A trust centre on SafeBase lists SOC 2, GDPR and CCPA and ten policies; no security.txt, disclosure process or bug bounty was found (10 of 20). 18 + 15 + 5 + 6 + 10 = 54.\n\n### Maintenance \u0026 community: Twelve Data +22\n\n- Finnhub (60): Read as a closed service. The newest dated change is 2 November 2026, when finnhub-go, finnhub-ruby and finnhub-php gained a price target history endpoint; the MCP page is dated 6 August 2026 (30). Only that one dated change falls in the last 90 days, the previous library commits being 22 June 2026 (5 of 20). Support by email, with no public changelog or community channel found (5 of 15). Six official client libraries, finnhub-python at 2.4.29 of 24 June 2026 (15). The libraries are generated from the API document; no CI run was visible and the Python README names an older version than PyPI (5 of 10). 30 + 5 + 5 + 15 + 5 = 60.\n- Twelve Data (82): Read as a closed service. The newest dated change is the product update of 12 October 2026, with the MCP repository changed on 1 October and the world-model dataset repository on 31 October (30). Monthly updates dated 12 August, 12 September and 12 October 2026 (20). A monthly changelog, a support portal, a sales contact and a Telegram channel; replies on the MCP repository's issues were not read (10 of 15). Six official SDKs and a CLI, twelvedata-python at v1.4.0 of 27 April 2026 (15). The MCP server pins its dependencies with reasons and ships tests; the Python SDK's changelog stops at version 0.1 (7 of 10). 30 + 20 + 10 + 15 + 7 = 82.\n\n## Score by category\n\n| Category | Weight | Finnhub | Twelve Data | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 48 | 83 | Twelve Data +35 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 58 | 83 | Twelve Data +25 |\n| Agent ergonomics | 13% (16.2 this run) | 56 | 84 | Twelve Data +28 |\n| Security \u0026 auth | 14% (17.5 this run) | 32 | 54 | Twelve Data +22 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 30 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 60 | 82 | Twelve Data +22 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 27 | 67 | Twelve Data +40 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **45.1 · E** | **70 · BB** | |\n\n## Facts side by side\n\n| Fact | Finnhub | Twelve Data |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Finnhub | Twelve Data Pte. Ltd. |\n| Hosted endpoint | `https://finnhub.io/api/v1` | `https://api.twelvedata.com` |\n| Transports | HTTP, Streamable HTTP, websocket | HTTP, Streamable HTTP, stdio, websocket |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Tools exposed | 70 | 27 |\n| Read-only variant documented | no | yes |\n| llms.txt | no | yes |\n| Last release | 2026-11-02 | 2026-10-12 |\n| Terms last updated | couldn't be read | 2026-01-01 |\n| Privacy policy last updated | no document linked | 2026-09-22 |\n| Customer content may train models | couldn't be read | not found in the text |\n| Terms restrict automated access | couldn't be read | not found in the text |\n| Terms restrict benchmarking | couldn't be read | yes |\n| Terms or service can change without notice | couldn't be read | yes |\n| Arbitration or class-action waiver | couldn't be read | yes |\n| Popularity | 1.1k stars | 791 stars |\n\n## Verdicts\n\n**Finnhub.** A public Swagger document covers 116 endpoints, six official client libraries exist, and a free key gives 60 calls a minute with no card. The key is documented in the query string, no status page, changelog, error reference or privacy policy was found, and robots.txt kept the terms from our reader.\n\n**Twelve Data.** A public OpenAPI 3.1 document with error responses on all 187 operations, Markdown docs and pricing for agents, a status page with two short incidents in 90 days, and an MCP server behind OAuth 2.1. The REST key still travels in the query string as a documented option, no enums are declared, and free and individual plans forbid company use.\n\n## Before you call either\n\n### Finnhub\n\n1. Send the key as the `X-Finnhub-Token` header, not as `token=` in the URL, and keep under 30 calls a second on top of the plan's per-minute limit\n2. Check the `premium` marker before calling; a free key reaches 29 operations and the rest answer with an error\n3. Poll /quote sparingly; the docs say constant polling is not recommended and point to the websocket for real-time updates\n4. Expect 401 `{\"error\":\"Please use an API key.\"}` without a key and 429 over the limit; wait a minute before retrying, as the MCP page advises\n5. Self-serve plans are personal use; anything commercial needs the enterprise contact route\n\n### Twelve Data\n\n1. Send the key as `Authorization: apikey \u003ckey\u003e`, not in the URL; the hosted MCP server takes OAuth only, so never paste a key into a connector's key field\n2. Set `outputsize` (1 to 5,000, default 30) and `format=CSV` on time_series to keep responses small, and read `status` in the JSON body since errors come with HTTP codes and a `message`\n3. Count credits, not calls; most endpoints cost one credit per symbol and the Basic plan allows 8 a minute and 800 a day, with 429 when exceeded\n4. A 403 means the key's plan lacks the endpoint or symbol, not a bad key; check pricing.md before escalating\n5. Use trial symbols from twelvedata.com/exchanges to test premium data on the free plan\n\n## Questions\n\n### Which is better for AI agents, Finnhub or Twelve Data?\n\nTwelve Data scores 70 (BB) on agent readiness against Finnhub's 45.1 (E), and leads in 6 of 7 scored categories.\n\n### Do Finnhub and Twelve Data need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Finnhub and Twelve Data without installing anything?\n\nYes. Finnhub has a hosted endpoint at https://finnhub.io/api/v1 and Twelve Data at https://api.twelvedata.com.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/finnhub-vs-twelve-data.json, and with the fewest tokens: https://www.anchorterminal.com/compare/finnhub-vs-twelve-data.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"finnhub\", \"b\": \"twelve-data\"}`. From a terminal: `anchor compare finnhub twelve-data`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/finnhub.json and https://www.anchorterminal.com/api/v1/tools/twelve-data.json\n\n## Other comparisons with Finnhub or Twelve Data\n\n- [Alpha Vantage vs Finnhub](https://www.anchorterminal.com/compare/alpha-vantage-vs-finnhub.md)\n- [Alpha Vantage vs Twelve Data](https://www.anchorterminal.com/compare/alpha-vantage-vs-twelve-data.md)\n- [Databento vs Finnhub](https://www.anchorterminal.com/compare/databento-vs-finnhub.md)\n- [Databento vs Twelve Data](https://www.anchorterminal.com/compare/databento-vs-twelve-data.md)\n- [Finnhub vs Intrinio](https://www.anchorterminal.com/compare/finnhub-vs-intrinio.md)\n- [Finnhub vs Massive (formerly Polygon.io)](https://www.anchorterminal.com/compare/finnhub-vs-massive.md)\n- [Finnhub vs Tiingo](https://www.anchorterminal.com/compare/finnhub-vs-tiingo.md)\n- [Intrinio vs Twelve Data](https://www.anchorterminal.com/compare/intrinio-vs-twelve-data.md)\n- [Massive (formerly Polygon.io) vs Twelve Data](https://www.anchorterminal.com/compare/massive-vs-twelve-data.md)\n- [Tiingo vs Twelve Data](https://www.anchorterminal.com/compare/tiingo-vs-twelve-data.md)\n- [Financial Datasets vs Finnhub](https://www.anchorterminal.com/compare/financial-datasets-vs-finnhub.md)\n- [Financial Datasets vs Twelve Data](https://www.anchorterminal.com/compare/financial-datasets-vs-twelve-data.md)\n- [Financial Modeling Prep vs Finnhub](https://www.anchorterminal.com/compare/financial-modeling-prep-vs-finnhub.md)\n- [Financial Modeling Prep vs Twelve Data](https://www.anchorterminal.com/compare/financial-modeling-prep-vs-twelve-data.md)\n- [EODHD vs Finnhub](https://www.anchorterminal.com/compare/eodhd-vs-finnhub.md)\n- [EODHD vs Twelve Data](https://www.anchorterminal.com/compare/eodhd-vs-twelve-data.md)\n- [Benzinga vs Finnhub](https://www.anchorterminal.com/compare/benzinga-vs-finnhub.md)\n- [Benzinga vs Twelve Data](https://www.anchorterminal.com/compare/benzinga-vs-twelve-data.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-11-04", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Finnhub vs Twelve Data", "url": "" } ], "description": "Twelve Data scores 70 (BB) to Finnhub's 45.1 (E) for market prices. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Finnhub E 45.1", "Twelve Data BB 70", "scores" ], "h1": "Finnhub vs Twelve Data", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/finnhub-vs-twelve-data", "published": "2026-10-01", "section": "tools", "title": "Finnhub vs Twelve Data for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-11-03", "url": "https://www.anchorterminal.com/compare/finnhub-vs-twelve-data" }, "tokens": { "markdown": 4400, "slim": 2780 }, "version": 1 }