{ "data": { "a": { "slug": "fullenrich", "name": "FullEnrich API + MCP", "vendor": "FullEnrich", "vendorUrl": "https://fullenrich.com", "kind": "http-api", "category": "lead-data", "summary": "Waterfall contact enrichment that queries 20+ data providers for work emails, personal emails and mobile numbers, plus people and company search and reverse email lookup.", "url": "https://www.anchorterminal.com/tools/fullenrich", "markdownUrl": "https://www.anchorterminal.com/tools/fullenrich.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/fullenrich.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/fullenrich.json", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://app.fullenrich.com/api/v2", "packages": [], "auth": "mixed", "authNotes": "Bearer API key in the Authorization header for REST. The hosted MCP server at https://mcp.fullenrich.com/mcp signs in with your FullEnrich account over OAuth. Webhooks carry an X-Signature-SHA1 header, an HMAC-SHA1 of the raw body keyed with your API key.", "pricing": "freemium", "pricingNotes": "Free trial with 50 credits and no card. Pro from $55 a month for 1,000 credits (about $0.055 a credit), scaling to $720 a month for 15,000 credits, with cheaper annual billing and Enterprise on quote. Credits are spent only on found data. A work email costs 1 credit, a personal email 3, a mobile number 10, a reverse email match 1, and each search result 0.25 (free to export again). Unused credits roll over for 3 months on monthly plans and 12 on annual (https://fullenrich.com/pricing).", "priceSummary": "$55 / mo", "where": "hosted", "x402": { "level": "no", "endpoints": [] }, "toolCount": 13, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-09-30" }, "docsUrl": "https://docs.fullenrich.com", "llmsTxt": "https://docs.fullenrich.com/llms.txt", "openapi": "https://docs.fullenrich.com/api/v2/reference/openapi.yaml", "registryName": "io.github.FullEnrich/fullenrich", "capabilities": [ "lead.search", "lead.enrichment", "email.finder", "data.person", "data.company" ], "tags": [ "hosted", "freemium", "no-card", "mcp", "llms-txt", "openapi", "webhooks", "async-jobs", "closed-source", "lead-search", "enrichment" ], "lastRelease": "2026-08-27", "graded": true, "anchor": { "graded": true, "score": 59.6, "grade": "C", "agentReady": false, "rank": 542, "ranked": true, "rankOf": 950, "categoryRank": 7, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 60, "maintenance": 68, "payments": 40, "reliability": 60, "schema": 72, "security": 55, "transparency": 64 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "Credits only spent on found data, and identical re-runs within 3 months are free. Enrichment sources are third-party providers the vendor doesn't name.", "bestFor": "Maximising find rate on known contacts, especially mobiles, without a long-term contract.", "strengths": [ "Credits only spent on found data, and identical re-runs within 3 months are free", "50 trial credits with no card, API and MCP included", "Hosted MCP with OAuth and 13 tools, listed in the official registry under io.github.FullEnrich", "OpenAPI file and llms.txt", "SOC 2 Type 2 per the trust page" ], "weaknesses": [ "Enrichment sources are third-party providers the vendor doesn't name", "Status page covers the web app only, not the API or MCP", "No 429 or error reference found in the docs", "Public product changelog stops at November 2024", "Webhooks signed with HMAC-SHA1 keyed with the API key itself" ], "agentNotes": [ "Send identical names, domains and LinkedIn URLs when re-running, or deduplication misses and you pay again", "Expect 30 to 90 seconds a contact. Use the webhook or poll `get_enrichment_results`", "Ask for mobiles only when needed. They cost 10 credits against 1 for a work email", "Call `list_industries` and `list_seniorities` before filtering search", "Use the 0-credit test contacts in the docs to check an integration" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 59.6 } ], "editorialScores": { "ergonomics": 60, "maintenance": 68, "payments": 40, "reliability": 60, "schema": 72, "security": 55, "transparency": 50 }, "provenanceScore": 77 }, "connect": { "http": "curl https://app.fullenrich.com/api/v2/account/credits -H \"Authorization: Bearer $FULLENRICH_API_KEY\"", "claudeCode": "claude mcp add --transport http fullenrich https://mcp.fullenrich.com/mcp", "config": { "mcpServers": { "fullenrich": { "url": "https://mcp.fullenrich.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/lead.search", "tool": "https://letme.dev/fullenrich" }, "area": "web-data", "unitPrices": [ { "item": "Pro, 1,000 credits", "unit": "month", "usd": 55 }, { "item": "Pro, 15,000 credits", "unit": "month", "usd": 720 }, { "item": "Credit on Pro 1,000", "unit": "credit", "usd": 0.055, "note": "one found work email; a mobile is 10 credits, a personal email 3, a search result 0.25" } ], "provenance": { "legalEntity": "FullEnrich Corp", "domain": "fullenrich.com", "domainRegistered": "2023-04-08", "endpointOnVendorDomain": true, "terms": "https://fullenrich.com/tos", "privacy": "https://fullenrich.com/privacy-policy", "statusPage": "https://status.fullenrich.com", "changelog": "https://fullenrich.com/changelog", "securityTxt": "none", "checked": "2026-10-01", "notes": [ "The public changelog's newest entry is 30 November 2024. The MCP package keeps its own CHANGELOG in github.com/FullEnrich/fullenrich-skills, latest 1.0.4 on 2026-08-27", "The status page has one component, app.fullenrich.com/app, and none for the API" ], "score": 77 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/fullenrich.json", "live": { "slug": "fullenrich", "probe": { "target": "https://app.fullenrich.com/api/v2", "method": "get", "lastAt": "2026-10-10T02:54:56.131236218Z", "lastOk": true, "lastStatus": 404, "lastMs": 56, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 69, "p95ms24h": 147, "samples24h": 249, "samples30d": 2466, "days": [ { "date": "2026-09-30", "probes": 35, "ok": 35 }, { "date": "2026-10-01", "probes": 276, "ok": 276 }, { "date": "2026-10-02", "probes": 248, "ok": 248 }, { "date": "2026-10-03", "probes": 271, "ok": 271 }, { "date": "2026-10-04", "probes": 272, "ok": 272 }, { "date": "2026-10-05", "probes": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 272 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 30, "ok": 30 } ] }, "vendorStatus": { "page": "https://status.fullenrich.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-10T00:50:36.700344905Z" }, "versions": [ { "registry": "mcp-registry", "name": "io.github.FullEnrich/fullenrich", "version": "1.0.4", "seenAt": "2026-10-09T02:57:46.004536428Z" } ], "securityTxt": { "url": "https://fullenrich.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-09T15:39:25.308714913Z" }, "llmsTxt": { "url": "https://docs.fullenrich.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-09T14:01:59.714986783Z" }, "domain": { "domain": "fullenrich.com", "registered": "2023-04-08", "source": "https://rdap.verisign.com/com/v1/domain/fullenrich.com", "checkedAt": "2026-10-04T13:08:06.739717008Z" }, "pages": [ { "url": "https://fullenrich.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-09T18:39:41.40748864Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "3743ba5a6ed1" }, { "url": "https://fullenrich.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-09T18:39:44.122052271Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "8d24d5b37df7" }, { "url": "https://fullenrich.com/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-09T18:39:45.737629376Z", "changedAt": "2026-10-08T18:20:35.863765695Z", "fingerprint": "e5ec8a32f619" }, { "url": "https://fullenrich.com/tos", "kind": "terms", "status": 200, "checkedAt": "2026-10-09T18:39:47.707261998Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "09e6f975476f" } ], "updatedAt": "2026-10-10T02:54:56.131236218Z" } }, "answer": "FullEnrich API + MCP scores 59.6 (C) on agent readiness against RocketReach API's 51.2 (D), and leads in 4 of 7 scored categories. RocketReach API leads on agent ergonomics.", "b": { "slug": "rocketreach", "name": "RocketReach API", "vendor": "RocketReach, LLC", "vendorUrl": "https://rocketreach.co", "kind": "http-api", "category": "lead-data", "summary": "RocketReach is a contact and company database with people and company search, contact lookup, bulk lookup and single-address email verification. Agents reach it through a REST API (v2) with an account API key, or a hosted MCP server with OAuth.", "url": "https://www.anchorterminal.com/tools/rocketreach", "markdownUrl": "https://www.anchorterminal.com/tools/rocketreach.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/rocketreach.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/rocketreach.json", "repo": "https://github.com/rocketreach/rocketreach_python", "license": "Proprietary service under RocketReach's Terms of Service. The Python SDK on GitHub is MIT", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.rocketreach.co/api/v2", "packages": [ { "registry": "pypi", "name": "rocketreach" } ], "auth": "mixed", "authNotes": "A person signs up in a browser and generates a key in account settings. REST calls send it in the `Api-Key` header. One key is active per account, and generating a new one invalidates the old. The `api_key` query parameter is deprecated. The MCP server at https://mcp.rocketreach.co/mcp uses OAuth 2.1 with PKCE and open dynamic client registration, with one scope, `rocketreach:read`, and the user approves access in a browser. The docs list an account with API access as a prerequisite.", "pricing": "paid", "pricingNotes": "No price was read. The pricing page is drawn by script and showed only its title (checked 2026-10-09). The docs name four API plans, Essentials, Pro, Ultimate and Custom, and tell users without a paid plan to email for an API plan. Universal Credits cost 2 for a professional email, 3 for a personal email, 6 for a phone and 1 a page of person search. Whether a free account or trial includes API calls was not established. Fees are non-refundable under the Subscription Agreement.", "priceSummary": "Paid", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs index, the reference pages or the terms (checked 2026-10-09).", "endpoints": [] }, "toolCount": 9, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-09" }, "docsUrl": "https://docs.rocketreach.co/", "llmsTxt": "https://docs.rocketreach.co/llms.txt", "capabilities": [ "lead.search", "lead.enrichment", "email.verification", "email.finder", "data.company" ], "tags": [ "hosted", "mcp", "oauth", "api-key", "llms-txt", "webhooks", "async-jobs", "credits", "lead-search", "enrichment", "email-verification", "status-page", "closed-source" ], "graded": true, "anchor": { "graded": true, "score": 51.2, "grade": "D", "agentReady": false, "rank": 755, "ranked": true, "rankOf": 950, "categoryRank": 11, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 72, "maintenance": 31, "payments": 10, "reliability": 64, "schema": 72, "security": 34, "transparency": 58 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-09" }, "negative": 0, "verdict": "The hosted MCP server has nine documented tools, OAuth 2.1 with dynamic client registration and machine-readable error codes, and searches cost no credits. Plan prices were not readable, the docs send API plan requests to email, the terms require a human account holder, and the `account` tool returns the account's API key to the model.", "bestFor": "Teams that already hold a RocketReach plan and want an agent to search people and companies, reveal emails and phones, and verify single addresses over MCP.", "strengths": [ "Hosted MCP server with nine documented tools, OAuth 2.1 with PKCE, dynamic client registration, one-hour access tokens and rotating refresh tokens", "MCP errors carry a stable `error_code` in `_meta`, with `retry_after_seconds`, `credit_type` or the failing `field`", "Rate limits published per plan and per endpoint by minute, hour, day and month, and 429 responses carry `Retry-After`", "Lookups that find no data are not charged, B and F grade emails are not charged, and repeat lookups of a profile are free while the plan is active", "Status page with separate API and MCP components, and the 27 September 2026 maintenance was announced 12 days ahead" ], "weaknesses": [ "The pricing page is drawn by script and was not read, and the docs tell users without a paid plan to email for an API plan", "The MCP `account` tool returns the account's API key in its response, and the OAuth access token carries the same key inside it", "One API key per account with no scopes. The single MCP scope `rocketreach:read` covers the tools that spend credits and add contacts", "On 20 August 2026 the status page shows ten hours of degraded performance across the site, API and MCP, then a 29-minute outage", "The terms say account holders warrant they are human and forbid automated extraction of lookup data. No deduction is taken, and it matters before any probe is run", "No changelog or deprecation policy was found, and the Python SDK's last code change is dated 26 March 2025" ], "agentNotes": [ "Search first with `person_search` or `company_search`, which cost no credits, then look up only the profile IDs needed", "Treat `status: \"pending\"` as normal. Poll `check_person_status` after at least 3 seconds, and polling is free", "Do not echo the `account` tool's output to users or logs. It includes the account's API key", "Send the key in the `Api-Key` header. The `api_key` query parameter is deprecated", "Bulk lookup takes 1 to 100 queries and needs a webhook. Results arrive at the webhook, signed in `X-RocketReach-Signature`", "Do not loop on `unknown` from `email_verify`, or on `lookup_failed` and `not_found`. The last two are terminal" ], "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": 51.2 } ], "editorialScores": { "ergonomics": 72, "maintenance": 31, "payments": 10, "reliability": 64, "schema": 72, "security": 34, "transparency": 45 }, "provenanceScore": 70 }, "connect": { "claudeCode": "claude mcp add rocketreach https://mcp.rocketreach.co/mcp", "config": { "mcpServers": { "rocketreach": { "url": "https://mcp.rocketreach.co/mcp" } } } }, "letme": { "capability": "https://letme.dev/lead.search", "tool": "https://letme.dev/rocketreach" }, "area": "web-data", "provenance": { "legalEntity": "RocketReach, LLC", "domain": "rocketreach.co", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://rocketreach.co/terms", "privacy": "https://rocketreach.co/privacy", "statusPage": "https://status.rocketreach.co", "changelog": "", "securityTxt": "valid", "checked": "2026-10-09", "notes": [ "The Terms of Service (updated 31 January 2024) name RocketReach, LLC, 144 N 7th St, PO #421, Brooklyn, NY 11211, are governed by Washington law, and say they apply to users of the API and their end users.", "The API answers at api.rocketreach.co and the MCP server at mcp.rocketreach.co, both subdomains of the vendor's domain.", "https://rocketreach.co/.well-known/security.txt gives a contact address and expires on 8 June 2029.", "Paid subscribers also accept a Subscription Agreement at https://rocketreach.co/subscriber_terms, and a DPA at https://rocketreach.co/dpa forms part of the terms.", "No changelog was found on the docs site or the main site. The registration date of rocketreach.co was not established." ], "score": 70 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/rocketreach.json", "live": { "slug": "rocketreach", "probe": { "target": "https://api.rocketreach.co/api/v2", "method": "get", "lastAt": "2026-10-10T02:55:08.295305547Z", "lastOk": true, "lastStatus": 404, "lastMs": 1581, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 570, "p95ms24h": 1542, "samples24h": 115, "samples30d": 115, "days": [ { "date": "2026-10-09", "probes": 85, "ok": 85 }, { "date": "2026-10-10", "probes": 30, "ok": 30 } ] }, "vendorStatus": { "page": "https://status.rocketreach.co", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-10T02:50:45.712247973Z" }, "versions": [ { "registry": "pypi", "name": "rocketreach", "version": "2.1.8", "released": "2025-03-26", "seenAt": "2026-10-09T17:17:24.557829144Z" } ], "githubStars": 18, "pypiWeekly": 13874, "pages": [ { "url": "https://rocketreach.co/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-09T18:44:37.647800452Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "bb39d156c3b5" }, { "url": "https://rocketreach.co/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-09T18:44:39.963033716Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "ac842cb8d9d8" } ], "updatedAt": "2026-10-10T02:55:08.295305547Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "FullEnrich", "b": "RocketReach, LLC", "name": "Vendor" }, { "a": "https://app.fullenrich.com/api/v2", "b": "https://api.rocketreach.co/api/v2", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Freemium", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "b": "Proprietary service under RocketReach's Terms of Service. The Python SDK on GitHub is MIT", "name": "Licence" }, { "a": "13", "b": "9", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "io.github.FullEnrich/fullenrich", "b": "not listed", "name": "MCP registry" }, { "a": "2026-08-27", "b": "none", "name": "Last release" }, { "a": "2026-08-20", "b": "2024-01-31", "name": "Terms last updated" }, { "a": "2026-08-20", "b": "2026-09-30", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict automated access" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "yes", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "3.5/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "FullEnrich API + MCP scores 59.6 (C) on agent readiness against RocketReach API's 51.2 (D), and leads in 4 of 7 scored categories. RocketReach API leads on agent ergonomics.", "question": "Which is better for AI agents, FullEnrich API + MCP or RocketReach API?" }, { "answer": "Both take an API key or an OAuth sign-in.", "question": "Do FullEnrich API + MCP and RocketReach API need an API key?" }, { "answer": "Yes. FullEnrich API + MCP has a hosted endpoint at https://app.fullenrich.com/api/v2 and RocketReach API at https://api.rocketreach.co/api/v2.", "question": "Can an agent call FullEnrich API + MCP and RocketReach API without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Security \u0026 auth, 55 against 34", "Payments \u0026 pricing, 40 against 10", "Maintenance \u0026 community, 68 against 31", "Transparency \u0026 trust, 64 against 58" ], "also": [ "Free to start without a card" ], "goodFor": "Maximising find rate on known contacts, especially mobiles, without a long-term contract.", "slug": "fullenrich", "watchFor": "Enrichment sources are third-party providers the vendor doesn't name" }, { "aheadOn": [ "Agent ergonomics, 72 against 60" ], "also": null, "goodFor": "Teams that already hold a RocketReach plan and want an agent to search people and companies, reveal emails and phones, and verify single addresses over MCP.", "slug": "rocketreach", "watchFor": "The pricing page is drawn by script and was not read, and the docs tell users without a paid plan to email for an API plan" } ], "job": { "capability": "lead.search", "name": "Lead search" }, "others": [ { "json": "https://www.anchorterminal.com/compare/apollo-vs-fullenrich.json", "title": "Apollo API + MCP vs FullEnrich API + MCP", "url": "https://www.anchorterminal.com/compare/apollo-vs-fullenrich" }, { "json": "https://www.anchorterminal.com/compare/apollo-vs-rocketreach.json", "title": "Apollo API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/apollo-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/coresignal-vs-fullenrich.json", "title": "Coresignal API + MCP vs FullEnrich API + MCP", "url": "https://www.anchorterminal.com/compare/coresignal-vs-fullenrich" }, { "json": "https://www.anchorterminal.com/compare/coresignal-vs-rocketreach.json", "title": "Coresignal API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/coresignal-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/crustdata-vs-fullenrich.json", "title": "Crustdata API + MCP vs FullEnrich API + MCP", "url": "https://www.anchorterminal.com/compare/crustdata-vs-fullenrich" }, { "json": "https://www.anchorterminal.com/compare/crustdata-vs-rocketreach.json", "title": "Crustdata API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/crustdata-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/enrich-layer-vs-fullenrich.json", "title": "Enrich Layer API + MCP vs FullEnrich API + MCP", "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-fullenrich" }, { "json": "https://www.anchorterminal.com/compare/enrich-layer-vs-rocketreach.json", "title": "Enrich Layer API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-fullenrich.json", "title": "Explorium AgentSource vs FullEnrich API + MCP", "url": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-fullenrich" }, { "json": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-rocketreach.json", "title": "Explorium AgentSource vs RocketReach API", "url": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-rocketreach" }, { "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/fullenrich-vs-gojiberry.json", "title": "FullEnrich API + MCP vs Gojiberry", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry" }, { "json": "https://www.anchorterminal.com/compare/fullenrich-vs-hunter.json", "title": "FullEnrich API + MCP vs Hunter API + MCP", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-hunter" }, { "json": "https://www.anchorterminal.com/compare/fullenrich-vs-leadmagic.json", "title": "FullEnrich API + MCP vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-leadmagic" }, { "json": "https://www.anchorterminal.com/compare/fullenrich-vs-lusha.json", "title": "FullEnrich API + MCP vs Lusha API + MCP", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-lusha" }, { "json": "https://www.anchorterminal.com/compare/fullenrich-vs-people-data-labs.json", "title": "FullEnrich API + MCP vs People Data Labs", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-people-data-labs" }, { "json": "https://www.anchorterminal.com/compare/fullenrich-vs-prospeo.json", "title": "FullEnrich API + MCP vs Prospeo API + MCP", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-prospeo" }, { "json": "https://www.anchorterminal.com/compare/fullenrich-vs-zoominfo.json", "title": "FullEnrich API + MCP vs ZoomInfo API + MCP", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-zoominfo" }, { "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.json", "title": "Fuse MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/gojiberry-vs-rocketreach.json", "title": "Gojiberry vs RocketReach API", "url": "https://www.anchorterminal.com/compare/gojiberry-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/leadmagic-vs-rocketreach.json", "title": "LeadMagic API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/leadmagic-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/lusha-vs-rocketreach.json", "title": "Lusha API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/lusha-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/people-data-labs-vs-rocketreach.json", "title": "People Data Labs vs RocketReach API", "url": "https://www.anchorterminal.com/compare/people-data-labs-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/prospeo-vs-rocketreach.json", "title": "Prospeo API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/prospeo-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/rocketreach-vs-zoominfo.json", "title": "RocketReach API vs ZoomInfo API + MCP", "url": "https://www.anchorterminal.com/compare/rocketreach-vs-zoominfo" }, { "json": "https://www.anchorterminal.com/compare/dropcontact-vs-fullenrich.json", "title": "Dropcontact API + MCP vs FullEnrich API + MCP", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-fullenrich" }, { "json": "https://www.anchorterminal.com/compare/dropcontact-vs-rocketreach.json", "title": "Dropcontact API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-rocketreach" }, { "json": "https://www.anchorterminal.com/compare/hunter-vs-rocketreach.json", "title": "Hunter API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/hunter-vs-rocketreach" } ], "scores": [ { "by": 4, "edge": "rocketreach", "fullenrich": 60, "key": "reliability", "name": "Reliability", "rocketreach": 64, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 0, "edge": "", "fullenrich": 72, "key": "schema", "name": "Schema \u0026 documentation", "rocketreach": 72, "weight": 13 }, { "by": 12, "edge": "rocketreach", "fullenrich": 60, "key": "ergonomics", "name": "Agent ergonomics", "rocketreach": 72, "weight": 13 }, { "by": 21, "edge": "fullenrich", "fullenrich": 55, "key": "security", "name": "Security \u0026 auth", "rocketreach": 34, "weight": 14 }, { "by": 30, "edge": "fullenrich", "fullenrich": 40, "key": "payments", "name": "Payments \u0026 pricing", "rocketreach": 10, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 37, "edge": "fullenrich", "fullenrich": 68, "key": "maintenance", "name": "Maintenance \u0026 community", "rocketreach": 31, "weight": 7 }, { "by": 6, "edge": "fullenrich", "fullenrich": 64, "key": "transparency", "name": "Transparency \u0026 trust", "rocketreach": 58, "weight": 7 } ], "summary": "FullEnrich API + MCP scores 59.6 (C) on agent readiness against RocketReach API's 51.2 (D), and leads in 4 of 7 scored categories. RocketReach API leads on agent ergonomics. Both do lead search.", "verdicts": { "fullenrich": "Credits only spent on found data, and identical re-runs within 3 months are free. Enrichment sources are third-party providers the vendor doesn't name.", "rocketreach": "The hosted MCP server has nine documented tools, OAuth 2.1 with dynamic client registration and machine-readable error codes, and searches cost no credits. Plan prices were not readable, the docs send API plan requests to email, the terms require a human account holder, and the `account` tool returns the account's API key to the model." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach", "json": "https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach.md", "slim": "https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach.min.md" }, "markdown": "FullEnrich API + MCP scores 59.6 (C) on agent readiness against RocketReach API's 51.2 (D), and leads in 4 of 7 scored categories. RocketReach API leads on agent ergonomics. Both do lead search.\n\n- FullEnrich API + MCP: grade C, 59.6/100, rank #542 of 950. Markdown https://www.anchorterminal.com/tools/fullenrich.md · JSON https://www.anchorterminal.com/api/v1/tools/fullenrich.json\n- RocketReach API: grade D, 51.2/100, rank #755 of 950. Markdown https://www.anchorterminal.com/tools/rocketreach.md · JSON https://www.anchorterminal.com/api/v1/tools/rocketreach.json\n- Best lead, contact and company data APIs for AI agents: https://www.anchorterminal.com/best/lead-data/index.md\n- All 120 leads comparisons: https://www.anchorterminal.com/compare/lead-data/index.md\n\n## Which one, for what\n\n### FullEnrich API + MCP (C)\n\nGood for: Maximising find rate on known contacts, especially mobiles, without a long-term contract.\n\nAhead on:\n- Security \u0026 auth, 55 against 34\n- Payments \u0026 pricing, 40 against 10\n- Maintenance \u0026 community, 68 against 31\n- Transparency \u0026 trust, 64 against 58\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: Enrichment sources are third-party providers the vendor doesn't name\n\n### RocketReach API (D)\n\nGood for: Teams that already hold a RocketReach plan and want an agent to search people and companies, reveal emails and phones, and verify single addresses over MCP.\n\nAhead on:\n- Agent ergonomics, 72 against 60\n\nWatch for: The pricing page is drawn by script and was not read, and the docs tell users without a paid plan to email for an API plan\n\n\n## Score by category\n\n| Category | Weight | FullEnrich API + MCP | RocketReach API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 60 | 64 | RocketReach API +4 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 72 | 72 | even |\n| Agent ergonomics | 13% (16.2 this run) | 60 | 72 | RocketReach API +12 |\n| Security \u0026 auth | 14% (17.5 this run) | 55 | 34 | FullEnrich API + MCP +21 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 10 | FullEnrich API + MCP +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 68 | 31 | FullEnrich API + MCP +37 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 64 | 58 | FullEnrich API + MCP +6 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **59.6 · C** | **51.2 · D** | |\n\n## Facts side by side\n\n| Fact | FullEnrich API + MCP | RocketReach API |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | FullEnrich | RocketReach, LLC |\n| Hosted endpoint | `https://app.fullenrich.com/api/v2` | `https://api.rocketreach.co/api/v2` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Licence | none | Proprietary service under RocketReach's Terms of Service. The Python SDK on GitHub is MIT |\n| Tools exposed | 13 | 9 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.FullEnrich/fullenrich` | not listed |\n| Last release | 2026-08-27 | none |\n| Terms last updated | 2026-08-20 | 2024-01-31 |\n| Privacy policy last updated | 2026-08-20 | 2026-09-30 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | yes | yes |\n| Agent reviews | 3.5/5 (2) | none |\n\n## Verdicts\n\n**FullEnrich API + MCP.** Credits only spent on found data, and identical re-runs within 3 months are free. Enrichment sources are third-party providers the vendor doesn't name.\n\n**RocketReach API.** The hosted MCP server has nine documented tools, OAuth 2.1 with dynamic client registration and machine-readable error codes, and searches cost no credits. Plan prices were not readable, the docs send API plan requests to email, the terms require a human account holder, and the `account` tool returns the account's API key to the model.\n\n## Before you call either\n\n### FullEnrich API + MCP\n\n1. Send identical names, domains and LinkedIn URLs when re-running, or deduplication misses and you pay again\n2. Expect 30 to 90 seconds a contact. Use the webhook or poll `get_enrichment_results`\n3. Ask for mobiles only when needed. They cost 10 credits against 1 for a work email\n4. Call `list_industries` and `list_seniorities` before filtering search\n5. Use the 0-credit test contacts in the docs to check an integration\n\n### RocketReach API\n\n1. Search first with `person_search` or `company_search`, which cost no credits, then look up only the profile IDs needed\n2. Treat `status: \"pending\"` as normal. Poll `check_person_status` after at least 3 seconds, and polling is free\n3. Do not echo the `account` tool's output to users or logs. It includes the account's API key\n4. Send the key in the `Api-Key` header. The `api_key` query parameter is deprecated\n5. Bulk lookup takes 1 to 100 queries and needs a webhook. Results arrive at the webhook, signed in `X-RocketReach-Signature`\n6. Do not loop on `unknown` from `email_verify`, or on `lookup_failed` and `not_found`. The last two are terminal\n\n## Questions\n\n### Which is better for AI agents, FullEnrich API + MCP or RocketReach API?\n\nFullEnrich API + MCP scores 59.6 (C) on agent readiness against RocketReach API's 51.2 (D), and leads in 4 of 7 scored categories. RocketReach API leads on agent ergonomics.\n\n### Do FullEnrich API + MCP and RocketReach API need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call FullEnrich API + MCP and RocketReach API without installing anything?\n\nYes. FullEnrich API + MCP has a hosted endpoint at https://app.fullenrich.com/api/v2 and RocketReach API at https://api.rocketreach.co/api/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach.json, and with the fewest tokens: https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"fullenrich\", \"b\": \"rocketreach\"}`. From a terminal: `anchor compare fullenrich rocketreach`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/fullenrich.json and https://www.anchorterminal.com/api/v1/tools/rocketreach.json\n\n## Other comparisons with FullEnrich API + MCP or RocketReach API\n\n- [Apollo API + MCP vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/apollo-vs-fullenrich.md)\n- [Apollo API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/apollo-vs-rocketreach.md)\n- [Coresignal API + MCP vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/coresignal-vs-fullenrich.md)\n- [Coresignal API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/coresignal-vs-rocketreach.md)\n- [Crustdata API + MCP vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/crustdata-vs-fullenrich.md)\n- [Crustdata API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/crustdata-vs-rocketreach.md)\n- [Enrich Layer API + MCP vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-fullenrich.md)\n- [Enrich Layer API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/enrich-layer-vs-rocketreach.md)\n- [Explorium AgentSource vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/explorium-agentsource-vs-fullenrich.md)\n- [Explorium AgentSource vs RocketReach API](https://www.anchorterminal.com/compare/explorium-agentsource-vs-rocketreach.md)\n- [FullEnrich API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/fullenrich-vs-fuse-mcp.md)\n- [FullEnrich API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry.md)\n- [FullEnrich API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-hunter.md)\n- [FullEnrich API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-leadmagic.md)\n- [FullEnrich API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-lusha.md)\n- [FullEnrich API + MCP vs People Data Labs](https://www.anchorterminal.com/compare/fullenrich-vs-people-data-labs.md)\n- [FullEnrich API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-prospeo.md)\n- [FullEnrich API + MCP vs ZoomInfo API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-zoominfo.md)\n- [Fuse MCP vs RocketReach API](https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.md)\n- [Gojiberry vs RocketReach API](https://www.anchorterminal.com/compare/gojiberry-vs-rocketreach.md)\n- [LeadMagic API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/leadmagic-vs-rocketreach.md)\n- [Lusha API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/lusha-vs-rocketreach.md)\n- [People Data Labs vs RocketReach API](https://www.anchorterminal.com/compare/people-data-labs-vs-rocketreach.md)\n- [Prospeo API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/prospeo-vs-rocketreach.md)\n- [RocketReach API vs ZoomInfo API + MCP](https://www.anchorterminal.com/compare/rocketreach-vs-zoominfo.md)\n- [Dropcontact API + MCP vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-fullenrich.md)\n- [Dropcontact API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/dropcontact-vs-rocketreach.md)\n- [Hunter API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/hunter-vs-rocketreach.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-10", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "FullEnrich API + MCP vs RocketReach API", "url": "" } ], "description": "FullEnrich scores 59.6 (C) to RocketReach's 51.2 (D) for lead search. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "FullEnrich API + MCP C 59.6", "RocketReach API D 51.2", "scores" ], "h1": "FullEnrich API + MCP vs RocketReach API", "image": "https://www.anchorterminal.com/assets/og/compare-fullenrich-vs-rocketreach.png", "path": "/compare/fullenrich-vs-rocketreach", "published": "2026-10-01", "section": "tools", "title": "FullEnrich vs RocketReach for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach" }, "tokens": { "markdown": 2600, "slim": 680 }, "version": 1 }