{
  "data": {
    "a": {
      "slug": "fullcontact",
      "name": "FullContact",
      "vendor": "J2 Martech Corp. (FullContact, a Ziff Davis company)",
      "vendorUrl": "https://www.fullcontact.com",
      "kind": "http-api",
      "category": "lead-data",
      "summary": "FullContact is an identity resolution and enrichment service that matches an email, phone, social profile or name and address to a person in its identity graph, through a v3 REST API and a hosted MCP server.",
      "url": "https://www.anchorterminal.com/tools/fullcontact",
      "markdownUrl": "https://www.anchorterminal.com/tools/fullcontact.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/fullcontact.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/fullcontact.json",
      "repo": "https://github.com/fullcontact/fullcontact-python-client",
      "license": "Proprietary service under the FullContact Terms of Use and Services Agreement. Client libraries on GitHub",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.fullcontact.com/v3",
      "packages": [
        {
          "registry": "pypi",
          "name": "python-fullcontact"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer API key generated in the FullContact Platform (platform.fullcontact.com), shown once and revocable. Keys carry product entitlements, and the MCP server needs one with person.enrich enabled. The MCP server at https://api.fullcontact.com/v3/mcp takes the same key in the Authorization header, with no OAuth. Sandbox keys are accepted for evaluation (https://docs.fullcontact.com/docs/authentication).",
      "pricing": "paid",
      "pricingNotes": "No public prices. The pricing page says \"Pay for Matches, Not Lookups\" and asks visitors to talk to an expert. Accounts can be created for free in the Platform, and the MCP FAQ says a miss (not_found) counts as a call but not a match (https://www.fullcontact.com/pricing/, https://docs.fullcontact.com/docs/errors-and-faq, checked 2026-10-14).",
      "priceSummary": "Paid",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt or the pricing page (checked 2026-10-14).",
        "endpoints": []
      },
      "toolCount": 1,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-14"
      },
      "docsUrl": "https://docs.fullcontact.com",
      "llmsTxt": "https://docs.fullcontact.com/llms.txt",
      "capabilities": [
        "lead.enrichment"
      ],
      "tags": [
        "hosted",
        "mcp",
        "api-key",
        "llms-txt",
        "sales-led",
        "closed-source",
        "enrichment",
        "status-page"
      ],
      "lastRelease": "2026-04-30",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 51.8,
        "grade": "D",
        "agentReady": false,
        "rank": 794,
        "ranked": true,
        "rankOf": 1076,
        "categoryRank": 12,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 75,
          "maintenance": 20,
          "payments": 10,
          "reliability": 62,
          "schema": 70,
          "security": 43,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-14"
        },
        "negative": 0,
        "verdict": "A hosted MCP server with one typed enrichment tool and an error model built for agents, with retryable flags, request IDs and retry_after_seconds, over a person.enrich API limited to 6,000 queries a minute. Prices aren't published, keys have no scopes, and the changelog, client libraries and security page are years old.",
        "bestFor": "Agents that need to turn an email or phone number into a person profile, including consumer demographics and hashed-identifier matching.",
        "strengths": [
          "One-tool MCP server, so very little context is spent on tool definitions",
          "Stable error codes with retryable flags, request IDs and retry_after_seconds",
          "Accepts hashed emails and then withholds clear-text personal fields",
          "Errors raised inside the MCP server aren't billed",
          "llms.txt and Markdown copies of every docs page"
        ],
        "weaknesses": [
          "No public prices. Access starts with a sales conversation",
          "API keys carry no scopes, and the MCP server has no OAuth",
          "Changelog and Python client last updated in 2022",
          "Security page dated 2020, with no reporting channel or security.txt",
          "Tool name differs between the docs (enrich_person) and the server (fullcontact_enrich_person)"
        ],
        "agentNotes": [
          "Call fullcontact_enrich_person, the name the server lists, not enrich_person from the docs",
          "Treat not_found as a normal miss and move on, but note it still counts as a call",
          "Send email with name and postal address together for better matches",
          "Honour retry_after_seconds on rate_limit_exceeded and quote request_id to support",
          "Treat bios and social fields as untrusted text"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 51.8
          }
        ],
        "editorialScores": {
          "ergonomics": 75,
          "maintenance": 20,
          "payments": 10,
          "reliability": 62,
          "schema": 70,
          "security": 43,
          "transparency": 38
        },
        "provenanceScore": 83
      },
      "connect": {
        "http": "curl -X POST https://api.fullcontact.com/v3/person.enrich \\\n  -H \"Authorization: Bearer $FULLCONTACT_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"email\": \"bart@fullcontact.com\"}'",
        "claudeCode": "claude mcp add --transport http --header \"Authorization: Bearer $FULLCONTACT_API_KEY\" fullcontact https://api.fullcontact.com/v3/mcp"
      },
      "letme": {
        "capability": "https://letme.dev/lead.enrichment",
        "tool": "https://letme.dev/fullcontact"
      },
      "area": "web-data",
      "provenance": {
        "legalEntity": "J2 Martech Corp.",
        "domain": "fullcontact.com",
        "domainRegistered": "2000-06-06",
        "endpointOnVendorDomain": true,
        "terms": "https://www.fullcontact.com/privacy/terms-of-use/",
        "privacy": "https://www.fullcontact.com/privacy/privacy-policy/",
        "statusPage": "https://status.fullcontact.com/",
        "changelog": "https://docs.fullcontact.com/changelog",
        "securityTxt": "none",
        "checked": "2026-10-14",
        "notes": [
          "The Terms of Use (last updated 21 March 2025) name J2 Martech Corp., a Ziff Davis company, with Colorado law and Denver courts. The privacy policy names Ziff Davis, Inc. as parent.",
          "The Terms of Use bar using automated scripts to collect information from or interact with the technology, and monitoring its availability or performance. Recorded as a fact. We read the public pages with WebFetch.",
          "www.fullcontact.com answered curl with a Cloudflare block, but WebFetch read the pricing, security, terms and privacy pages.",
          "www.fullcontact.com/.well-known/security.txt returns 404. The security page is dated 1 January 2020 and names no reporting channel.",
          "status.fullcontact.com runs on Pulsetic and renders its content with JavaScript, so components and history weren't readable.",
          "RDAP gives fullcontact.com a registration date of 2000-06-06."
        ],
        "score": 83
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/fullcontact.json",
      "live": {
        "slug": "fullcontact",
        "probe": {
          "target": "https://api.fullcontact.com/v3",
          "method": "get",
          "lastAt": "2026-10-14T09:59:47.233811664Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 353,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 334,
          "p95ms24h": 415,
          "samples24h": 20,
          "samples30d": 20,
          "days": [
            {
              "date": "2026-10-14",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.fullcontact.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-14T08:53:12.690850544Z"
        },
        "updatedAt": "2026-10-14T09:59:47.233811664Z"
      }
    },
    "answer": "FullContact scores 51.8 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on payments \u0026 pricing and maintenance \u0026 community.",
    "b": {
      "slug": "fuse-mcp",
      "name": "Fuse MCP",
      "vendor": "FuseAI, LLC",
      "vendorUrl": "https://fuseai.com",
      "kind": "mcp",
      "category": "lead-data",
      "summary": "Fuse MCP is the hosted MCP server for Fuse AI's sales platform. It lets an assistant search people and companies, enrich contacts, manage lists and campaigns, and send email and LinkedIn messages from a signed-in Fuse account.",
      "url": "https://www.anchorterminal.com/tools/fuse-mcp",
      "markdownUrl": "https://www.anchorterminal.com/tools/fuse-mcp.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/fuse-mcp.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/fuse-mcp.json",
      "license": "Proprietary hosted service under FuseAI's terms of service. No public source repository found",
      "transports": [
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.fuseai.com",
      "packages": [],
      "auth": "oauth",
      "authNotes": "Access is self-serve. The client registers itself by dynamic client registration, then a person signs in to their Fuse account in a browser (email and password, Google or Microsoft, with a verified email address) and approves the connection. The flow is authorisation code with PKCE (S256) and the single scope `mcp:tools`. The connection runs as that user with all of their permissions. Access tokens last one hour, refresh tokens rotate on each use and last 30 days from last use. There is no API-key route into the MCP server. The separate REST API takes `af_` keys over HTTP Basic, limited to any of nine scopes.",
      "pricing": "freemium",
      "pricingNotes": "Free plan at $0, then Solo $60 a month with 480,000 credits a year and Team $200 a month with 1,200,000, with 20 per cent off for annual billing. Enterprise is by quote. The pricing page gives the Free allowance as 24,000 credits a year on the plan card and 2,000 in the usage table. MCP calls spend the same credits as the app, and every call needs a balance of at least 100. The Solo card lists MCP among its integrations, and we could not confirm from the page that the Free plan includes it. Top-up prices are shown only in the app. We did not attempt signup, so whether a card is asked for is unchecked (https://fuseai.com/pricing, checked 2026-10-08).",
      "priceSummary": "$60 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the MCP docs, the REST docs, the OpenAPI spec or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": 290,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.fuseai.com/mcp/connect",
      "llmsTxt": "https://docs.fuseai.com/llms.txt",
      "openapi": "https://docs.fuseai.com/openapi.json",
      "capabilities": [
        "lead.search",
        "lead.enrichment",
        "email.finder",
        "email.verification",
        "data.company",
        "email.send",
        "search.research"
      ],
      "tags": [
        "hosted",
        "mcp",
        "oauth",
        "freemium",
        "sales",
        "outreach",
        "enrichment",
        "lead-search",
        "llms-txt",
        "openapi",
        "closed-source",
        "new"
      ],
      "lastRelease": "2026-10-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 47.9,
        "grade": "D",
        "agentReady": false,
        "rank": 883,
        "ranked": true,
        "rankOf": 1076,
        "categoryRank": 17,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 57,
          "maintenance": 35,
          "payments": 30,
          "reliability": 40,
          "schema": 72,
          "security": 45,
          "transparency": 49
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "The server documents 290 tools with read-only and destructive annotations, OAuth with PKCE and dynamic client registration, and published limits of 60 requests a minute. The single `mcp:tools` scope grants everything the user can do, sends happen at once with no undo, and no status page, changelog or security contact was found.",
        "bestFor": "Suited to a salesperson or founder who wants an assistant to build prospect lists, enrich them and run email and LinkedIn outreach inside one Fuse account.",
        "strengths": [
          "Every tool carries `readOnlyHint` or `destructiveHint` per the docs, and the tool reference marks 113 read-only, 144 writing and 33 destructive",
          "OAuth authorisation code with PKCE and dynamic client registration, one-hour access tokens and rotating refresh tokens",
          "MCP limits are published at 60 requests a minute and 5,000 a day per user, with `RATE_LIMIT_EXCEEDED` on 429",
          "Credit costs per action are public, reads are free, and `get_credit_prices` returns current prices before a call",
          "llms.txt, Markdown docs, a skill file and an OpenAPI 3.1 spec with 146 operations for the REST API beside it"
        ],
        "weaknesses": [
          "The only OAuth scope is `mcp:tools`, so a connection can do everything its user can, including sending email and LinkedIn messages",
          "The 290 tools come to about half a megabyte of descriptions and schemas, with no toolsets or read-only subset",
          "The October 2026 rebuild removed the earlier tools such as `prospect_search`, and the docs say the server does not announce tool list changes",
          "No status page, changelog, SLA, security.txt or disclosure contact was found on the site or in the docs",
          "Vendor pages disagree on the Free allowance (24,000 credits a year or 2,000) and on the provider count (40+, 39 or 20+)"
        ],
        "agentNotes": [
          "Keep the client's approval prompt on for every tool that is not read-only. Sends, CRM pushes and Slack posts run at once with no undo",
          "Launch a campaign only on an explicit request. Creating one makes a draft, and `update_campaign_status_tool` starts real outreach",
          "Call `get_credits_balance` and `get_credit_prices` first. Every call needs at least 100 credits, and searches cost 2 credits a result",
          "Resolve filter values with `lookup_filter_values` or `get_company_search_enums` before `search_people` or `search_companies`",
          "Start long work with `deep_research_start`, then poll `deep_research_status`. A tool call has 60 seconds, and runs take 5 to 20 minutes"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 47.9
          }
        ],
        "editorialScores": {
          "ergonomics": 57,
          "maintenance": 35,
          "payments": 30,
          "reliability": 40,
          "schema": 72,
          "security": 45,
          "transparency": 36
        },
        "provenanceScore": 62
      },
      "connect": {
        "claudeCode": "claude mcp add --transport http fuse https://mcp.fuseai.com",
        "config": {
          "mcpServers": {
            "fuse": {
              "url": "https://mcp.fuseai.com"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/lead.search",
        "tool": "https://letme.dev/fuse-mcp"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Free plan",
          "unit": "month",
          "usd": 0,
          "note": "1 seat. The pricing page shows 24,000 credits a year on the plan card and 2,000 in the usage table"
        },
        {
          "item": "Solo plan",
          "unit": "month",
          "usd": 60,
          "note": "1 seat, 480,000 credits a year"
        },
        {
          "item": "Team plan",
          "unit": "month",
          "usd": 200,
          "note": "5 seats, 1,200,000 credits a year"
        }
      ],
      "provenance": {
        "legalEntity": "FuseAI, LLC",
        "domain": "fuseai.com",
        "domainRegistered": "2017-03-11",
        "endpointOnVendorDomain": true,
        "terms": "https://fuseai.com/legal/terms-of-service",
        "privacy": "https://fuseai.com/legal/privacy-policy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The terms of service (last updated 1 July 2026) give the contracting party as FuseAI, LLC with the contact hello@tryfuse.ai and no postal address. The company page says the team is in San Francisco.",
          "The MCP server answers at mcp.fuseai.com and its authorisation server at core.backend.fuseai.com. The REST API is on api.tryfuse.ai, the vendor's earlier domain, and tryfuse.ai redirects to fuseai.com.",
          "fuseai.com/.well-known/security.txt and docs.fuseai.com/.well-known/security.txt return 404.",
          "No status page or changelog is linked from the site, the docs index or the sitemap. status.fuseai.com, status.tryfuse.ai and trust.fuseai.com did not connect from our network.",
          "RDAP for fuseai.com gives a registration date of 2017-03-11, so the domain predates the company's use of it. The domain's history before Fuse was not checked."
        ],
        "score": 62
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/fuse-mcp.json",
      "live": {
        "slug": "fuse-mcp",
        "probe": {
          "target": "https://mcp.fuseai.com",
          "method": "mcp-initialize",
          "lastAt": "2026-10-14T09:59:47.287567091Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 363,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 336,
          "p95ms24h": 372,
          "samples24h": 248,
          "samples30d": 1435,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 93,
              "ok": 93
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 103,
              "ok": 103
            }
          ]
        },
        "securityTxt": {
          "url": "https://fuseai.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-13T15:45:53.319750908Z"
        },
        "llmsTxt": {
          "url": "https://docs.fuseai.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-13T14:11:36.238799041Z"
        },
        "domain": {
          "domain": "fuseai.com",
          "registered": "2017-03-11",
          "source": "https://rdap.verisign.com/com/v1/domain/fuseai.com",
          "checkedAt": "2026-10-11T13:16:44.371264559Z"
        },
        "pages": [
          {
            "url": "https://fuseai.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-13T20:17:15.538843684Z",
            "changedAt": "2026-10-12T19:52:33.813246345Z",
            "fingerprint": "8df9b7fc2c34"
          },
          {
            "url": "https://fuseai.com/legal/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-13T20:17:11.323088159Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d35ecd9cf6d0"
          },
          {
            "url": "https://fuseai.com/legal/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-13T20:17:13.686012314Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "911a898c524d"
          }
        ],
        "mcpTools": {
          "url": "https://mcp.fuseai.com",
          "checkedAt": "2026-10-13T22:11:11.588069446Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-10-08T21:33:51.293613327Z"
        },
        "updatedAt": "2026-10-14T09:59:47.287567091Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "MCP server",
        "name": "Kind"
      },
      {
        "a": "J2 Martech Corp. (FullContact, a Ziff Davis company)",
        "b": "FuseAI, LLC",
        "name": "Vendor"
      },
      {
        "a": "https://api.fullcontact.com/v3",
        "b": "https://mcp.fuseai.com",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth",
        "name": "Auth"
      },
      {
        "a": "Paid",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under the FullContact Terms of Use and Services Agreement. Client libraries on GitHub",
        "b": "Proprietary hosted service under FuseAI's terms of service. No public source repository found",
        "name": "Licence"
      },
      {
        "a": "1",
        "b": "290",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-04-30",
        "b": "2026-10-07",
        "name": "Last release"
      },
      {
        "a": "2025-03-21",
        "b": "2026-07-01",
        "name": "Terms last updated"
      },
      {
        "a": "2026-10-01",
        "b": "2026-07-01",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      }
    ],
    "faq": [
      {
        "answer": "FullContact scores 51.8 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on payments \u0026 pricing and maintenance \u0026 community.",
        "question": "Which is better for AI agents, FullContact or Fuse MCP?"
      },
      {
        "answer": "FullContact needs an API key. Fuse MCP uses an OAuth sign-in.",
        "question": "Do FullContact and Fuse MCP need an API key?"
      },
      {
        "answer": "Yes. FullContact has a hosted endpoint at https://api.fullcontact.com/v3 and Fuse MCP at https://mcp.fuseai.com.",
        "question": "Can an agent call FullContact and Fuse MCP without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 62 against 40",
          "Agent ergonomics, 75 against 57",
          "Transparency \u0026 trust, 61 against 49"
        ],
        "also": null,
        "goodFor": "Agents that need to turn an email or phone number into a person profile, including consumer demographics and hashed-identifier matching.",
        "slug": "fullcontact",
        "watchFor": "No public prices. Access starts with a sales conversation"
      },
      {
        "aheadOn": [
          "Payments \u0026 pricing, 30 against 10",
          "Maintenance \u0026 community, 35 against 20"
        ],
        "also": null,
        "goodFor": "Suited to a salesperson or founder who wants an assistant to build prospect lists, enrich them and run email and LinkedIn outreach inside one Fuse account.",
        "slug": "fuse-mcp",
        "watchFor": "The only OAuth scope is `mcp:tools`, so a connection can do everything its user can, including sending email and LinkedIn messages"
      }
    ],
    "job": {
      "capability": "lead.enrichment",
      "name": "Lead enrichment"
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    "others": [
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        "json": "https://www.anchorterminal.com/compare/apollo-vs-fuse-mcp.json",
        "title": "Apollo API + MCP vs Fuse MCP",
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      {
        "json": "https://www.anchorterminal.com/compare/clay-vs-fuse-mcp.json",
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      {
        "json": "https://www.anchorterminal.com/compare/coresignal-vs-fuse-mcp.json",
        "title": "Coresignal API + MCP vs Fuse MCP",
        "url": "https://www.anchorterminal.com/compare/coresignal-vs-fuse-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crustdata-vs-fuse-mcp.json",
        "title": "Crustdata API + MCP vs Fuse MCP",
        "url": "https://www.anchorterminal.com/compare/crustdata-vs-fuse-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/enrich-layer-vs-fuse-mcp.json",
        "title": "Enrich Layer API + MCP vs Fuse MCP",
        "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-fuse-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-fuse-mcp.json",
        "title": "Explorium AgentSource vs Fuse MCP",
        "url": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-fuse-mcp"
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      {
        "json": "https://www.anchorterminal.com/compare/fullenrich-vs-fuse-mcp.json",
        "title": "FullEnrich API + MCP vs Fuse MCP",
        "url": "https://www.anchorterminal.com/compare/fullenrich-vs-fuse-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry.json",
        "title": "Fuse MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-hunter.json",
        "title": "Fuse MCP vs Hunter API + MCP",
        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-hunter"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-leadmagic.json",
        "title": "Fuse MCP vs LeadMagic API + MCP",
        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-leadmagic"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-lusha.json",
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        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-lusha"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-people-data-labs.json",
        "title": "Fuse MCP vs People Data Labs",
        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-people-data-labs"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-prospeo.json",
        "title": "Fuse MCP vs Prospeo API + MCP",
        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-prospeo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.json",
        "title": "Fuse MCP vs RocketReach API",
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      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-zoominfo.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/apollo-vs-fullcontact.json",
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      {
        "json": "https://www.anchorterminal.com/compare/clay-vs-fullcontact.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/clearbit-vs-fullcontact.json",
        "title": "Clearbit vs FullContact",
        "url": "https://www.anchorterminal.com/compare/clearbit-vs-fullcontact"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clearbit-vs-fuse-mcp.json",
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      {
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        "json": "https://www.anchorterminal.com/compare/crustdata-vs-fullcontact.json",
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        "json": "https://www.anchorterminal.com/compare/dropcontact-vs-fuse-mcp.json",
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      },
      {
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        "title": "Explorium AgentSource vs FullContact",
        "url": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-fullcontact"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-fullenrich.json",
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      {
        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-gojiberry.json",
        "title": "FullContact vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/fullcontact-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-hunter.json",
        "title": "FullContact vs Hunter API + MCP",
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      {
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        "title": "FullContact vs LeadMagic API + MCP",
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        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-lusha.json",
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        "url": "https://www.anchorterminal.com/compare/fullcontact-vs-people-data-labs"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-prospeo.json",
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        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-rocketreach.json",
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      {
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    "scores": [
      {
        "by": 22,
        "edge": "fullcontact",
        "fullcontact": 62,
        "fuse-mcp": 40,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 2,
        "edge": "fuse-mcp",
        "fullcontact": 70,
        "fuse-mcp": 72,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 18,
        "edge": "fullcontact",
        "fullcontact": 75,
        "fuse-mcp": 57,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 2,
        "edge": "fuse-mcp",
        "fullcontact": 43,
        "fuse-mcp": 45,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 20,
        "edge": "fuse-mcp",
        "fullcontact": 10,
        "fuse-mcp": 30,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
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        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 15,
        "edge": "fuse-mcp",
        "fullcontact": 20,
        "fuse-mcp": 35,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 12,
        "edge": "fullcontact",
        "fullcontact": 61,
        "fuse-mcp": 49,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "FullContact scores 51.8 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on payments \u0026 pricing and maintenance \u0026 community. Both do lead enrichment.",
    "verdicts": {
      "fullcontact": "A hosted MCP server with one typed enrichment tool and an error model built for agents, with retryable flags, request IDs and retry_after_seconds, over a person.enrich API limited to 6,000 queries a minute. Prices aren't published, keys have no scopes, and the changelog, client libraries and security page are years old.",
      "fuse-mcp": "The server documents 290 tools with read-only and destructive annotations, OAuth with PKCE and dynamic client registration, and published limits of 60 requests a minute. The single `mcp:tools` scope grants everything the user can do, sends happen at once with no undo, and no status page, changelog or security contact was found."
    }
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  "markdown": "FullContact scores 51.8 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on payments \u0026 pricing and maintenance \u0026 community. Both do lead enrichment.\n\n- FullContact: grade D, 51.8/100, rank #794 of 1076. Markdown https://www.anchorterminal.com/tools/fullcontact.md · JSON https://www.anchorterminal.com/api/v1/tools/fullcontact.json\n- Fuse MCP: grade D, 47.9/100, rank #883 of 1076. Markdown https://www.anchorterminal.com/tools/fuse-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/fuse-mcp.json\n- Best lead, contact and company data APIs for AI agents: https://www.anchorterminal.com/best/lead-data/index.md\n- All 171 leads comparisons: https://www.anchorterminal.com/compare/lead-data/index.md\n\n## Which one, for what\n\n### FullContact (D)\n\nGood for: Agents that need to turn an email or phone number into a person profile, including consumer demographics and hashed-identifier matching.\n\nAhead on:\n- Reliability, 62 against 40\n- Agent ergonomics, 75 against 57\n- Transparency \u0026 trust, 61 against 49\n\nWatch for: No public prices. Access starts with a sales conversation\n\n### Fuse MCP (D)\n\nGood for: Suited to a salesperson or founder who wants an assistant to build prospect lists, enrich them and run email and LinkedIn outreach inside one Fuse account.\n\nAhead on:\n- Payments \u0026 pricing, 30 against 10\n- Maintenance \u0026 community, 35 against 20\n\nWatch for: The only OAuth scope is `mcp:tools`, so a connection can do everything its user can, including sending email and LinkedIn messages\n\n\n## Score by category\n\n| Category | Weight | FullContact | Fuse MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 62 | 40 | FullContact +22 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 70 | 72 | Fuse MCP +2 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 57 | FullContact +18 |\n| Security \u0026 auth | 14% (17.5 this run) | 43 | 45 | Fuse MCP +2 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 30 | Fuse MCP +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 20 | 35 | Fuse MCP +15 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 49 | FullContact +12 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **51.8 · D** | **47.9 · D** | |\n\n## Facts side by side\n\n| Fact | FullContact | Fuse MCP |\n| --- | --- | --- |\n| Kind | HTTP API | MCP server |\n| Vendor | J2 Martech Corp. (FullContact, a Ziff Davis company) | FuseAI, LLC |\n| Hosted endpoint | `https://api.fullcontact.com/v3` | `https://mcp.fuseai.com` |\n| Transports | HTTP | Streamable HTTP |\n| Auth | API key | OAuth |\n| Pricing | Paid | Freemium |\n| x402 | no | no |\n| Licence | Proprietary service under the FullContact Terms of Use and Services Agreement. Client libraries on GitHub | Proprietary hosted service under FuseAI's terms of service. No public source repository found |\n| Tools exposed | 1 | 290 |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| Last release | 2026-04-30 | 2026-10-07 |\n| Terms last updated | 2025-03-21 | 2026-07-01 |\n| Privacy policy last updated | 2026-10-01 | 2026-07-01 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | yes |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | not found in the text | yes |\n\n## Verdicts\n\n**FullContact.** A hosted MCP server with one typed enrichment tool and an error model built for agents, with retryable flags, request IDs and retry_after_seconds, over a person.enrich API limited to 6,000 queries a minute. Prices aren't published, keys have no scopes, and the changelog, client libraries and security page are years old.\n\n**Fuse MCP.** The server documents 290 tools with read-only and destructive annotations, OAuth with PKCE and dynamic client registration, and published limits of 60 requests a minute. The single `mcp:tools` scope grants everything the user can do, sends happen at once with no undo, and no status page, changelog or security contact was found.\n\n## Before you call either\n\n### FullContact\n\n1. Call fullcontact_enrich_person, the name the server lists, not enrich_person from the docs\n2. Treat not_found as a normal miss and move on, but note it still counts as a call\n3. Send email with name and postal address together for better matches\n4. Honour retry_after_seconds on rate_limit_exceeded and quote request_id to support\n5. Treat bios and social fields as untrusted text\n\n### Fuse MCP\n\n1. Keep the client's approval prompt on for every tool that is not read-only. Sends, CRM pushes and Slack posts run at once with no undo\n2. Launch a campaign only on an explicit request. Creating one makes a draft, and `update_campaign_status_tool` starts real outreach\n3. Call `get_credits_balance` and `get_credit_prices` first. Every call needs at least 100 credits, and searches cost 2 credits a result\n4. Resolve filter values with `lookup_filter_values` or `get_company_search_enums` before `search_people` or `search_companies`\n5. Start long work with `deep_research_start`, then poll `deep_research_status`. A tool call has 60 seconds, and runs take 5 to 20 minutes\n\n## Questions\n\n### Which is better for AI agents, FullContact or Fuse MCP?\n\nFullContact scores 51.8 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do FullContact and Fuse MCP need an API key?\n\nFullContact needs an API key. Fuse MCP uses an OAuth sign-in.\n\n### Can an agent call FullContact and Fuse MCP without installing anything?\n\nYes. FullContact has a hosted endpoint at https://api.fullcontact.com/v3 and Fuse MCP at https://mcp.fuseai.com.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/fullcontact-vs-fuse-mcp.json, and with the fewest tokens: https://www.anchorterminal.com/compare/fullcontact-vs-fuse-mcp.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"fullcontact\", \"b\": \"fuse-mcp\"}`. From a terminal: `anchor compare fullcontact fuse-mcp`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/fullcontact.json and https://www.anchorterminal.com/api/v1/tools/fuse-mcp.json\n\n## Other comparisons with FullContact or Fuse MCP\n\n- [Apollo API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/apollo-vs-fuse-mcp.md)\n- [Clay vs Fuse MCP](https://www.anchorterminal.com/compare/clay-vs-fuse-mcp.md)\n- [Coresignal API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/coresignal-vs-fuse-mcp.md)\n- [Crustdata API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/crustdata-vs-fuse-mcp.md)\n- [Enrich Layer API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-fuse-mcp.md)\n- [Explorium AgentSource vs Fuse MCP](https://www.anchorterminal.com/compare/explorium-agentsource-vs-fuse-mcp.md)\n- [FullEnrich API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/fullenrich-vs-fuse-mcp.md)\n- [Fuse MCP vs Gojiberry](https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry.md)\n- [Fuse MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-hunter.md)\n- [Fuse MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-leadmagic.md)\n- [Fuse MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-lusha.md)\n- [Fuse MCP vs People Data Labs](https://www.anchorterminal.com/compare/fuse-mcp-vs-people-data-labs.md)\n- [Fuse MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-prospeo.md)\n- [Fuse MCP vs RocketReach API](https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.md)\n- [Fuse MCP vs ZoomInfo API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-zoominfo.md)\n- [Apollo API + MCP vs FullContact](https://www.anchorterminal.com/compare/apollo-vs-fullcontact.md)\n- [Clay vs FullContact](https://www.anchorterminal.com/compare/clay-vs-fullcontact.md)\n- [Clearbit vs FullContact](https://www.anchorterminal.com/compare/clearbit-vs-fullcontact.md)\n- [Clearbit vs Fuse MCP](https://www.anchorterminal.com/compare/clearbit-vs-fuse-mcp.md)\n- [Coresignal API + MCP vs FullContact](https://www.anchorterminal.com/compare/coresignal-vs-fullcontact.md)\n- [Crustdata API + MCP vs FullContact](https://www.anchorterminal.com/compare/crustdata-vs-fullcontact.md)\n- [Dropcontact API + MCP vs FullContact](https://www.anchorterminal.com/compare/dropcontact-vs-fullcontact.md)\n- [Dropcontact API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/dropcontact-vs-fuse-mcp.md)\n- [Enrich Layer API + MCP vs FullContact](https://www.anchorterminal.com/compare/enrich-layer-vs-fullcontact.md)\n- [Explorium AgentSource vs FullContact](https://www.anchorterminal.com/compare/explorium-agentsource-vs-fullcontact.md)\n- [FullContact vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/fullcontact-vs-fullenrich.md)\n- [FullContact vs Gojiberry](https://www.anchorterminal.com/compare/fullcontact-vs-gojiberry.md)\n- [FullContact vs Hunter API + MCP](https://www.anchorterminal.com/compare/fullcontact-vs-hunter.md)\n- [FullContact vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/fullcontact-vs-leadmagic.md)\n- [FullContact vs Lusha API + MCP](https://www.anchorterminal.com/compare/fullcontact-vs-lusha.md)\n- [FullContact vs People Data Labs](https://www.anchorterminal.com/compare/fullcontact-vs-people-data-labs.md)\n- [FullContact vs Prospeo API + MCP](https://www.anchorterminal.com/compare/fullcontact-vs-prospeo.md)\n- [FullContact vs RocketReach API](https://www.anchorterminal.com/compare/fullcontact-vs-rocketreach.md)\n- [FullContact vs ZoomInfo API + MCP](https://www.anchorterminal.com/compare/fullcontact-vs-zoominfo.md)\n",
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      {
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    "description": "FullContact scores 51.8 (D) to Fuse MCP's 47.9 (D) for lead enrichment. Prices, MCP, x402, uptime and agent notes side by side.",
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