{ "data": { "a": { "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": 824, "ranked": true, "rankOf": 950, "categoryRank": 15, "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": "2026-10-10T02:54:56.180898013Z", "lastOk": true, "lastStatus": 401, "lastMs": 328, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 336, "p95ms24h": 397, "samples24h": 249, "samples30d": 373, "days": [ { "date": "2026-10-08", "probes": 93, "ok": 93 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 30, "ok": 30 } ] }, "securityTxt": { "url": "https://fuseai.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-09T15:39:32.43595019Z" }, "llmsTxt": { "url": "https://docs.fuseai.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-09T14:01:59.6206507Z" }, "pages": [ { "url": "https://fuseai.com/pricing", "kind": "pricing", "status": 304, "checkedAt": "2026-10-09T18:39:47.430628764Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "21fee727aa20" }, { "url": "https://fuseai.com/legal/privacy-policy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-09T18:39:43.211133921Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "d35ecd9cf6d0" }, { "url": "https://fuseai.com/legal/terms-of-service", "kind": "terms", "status": 304, "checkedAt": "2026-10-09T18:39:45.469792858Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "911a898c524d" } ], "mcpTools": { "url": "https://mcp.fuseai.com", "checkedAt": "2026-10-09T21:40:43.594766147Z", "status": "auth", "note": "asks for credentials before listing its tools", "changedAt": "2026-10-08T21:33:51.293613327Z" }, "updatedAt": "2026-10-10T02:54:56.180898013Z" } }, "answer": "RocketReach API scores 51.2 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on security \u0026 auth and payments \u0026 pricing.", "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": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "FuseAI, LLC", "b": "RocketReach, LLC", "name": "Vendor" }, { "a": "https://mcp.fuseai.com", "b": "https://api.rocketreach.co/api/v2", "name": "Hosted endpoint" }, { "a": "Streamable HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth", "b": "OAuth or key", "name": "Auth" }, { "a": "Freemium", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary hosted service under FuseAI's terms of service. No public source repository found", "b": "Proprietary service under RocketReach's Terms of Service. The Python SDK on GitHub is MIT", "name": "Licence" }, { "a": "290", "b": "9", "name": "Tools exposed" }, { "a": "yes", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-07", "b": "none", "name": "Last release" }, { "a": "2026-07-01", "b": "2024-01-31", "name": "Terms last updated" }, { "a": "2026-07-01", "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": "yes", "b": "yes", "name": "Terms restrict automated access" }, { "a": "not found in the text", "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" } ], "faq": [ { "answer": "RocketReach API scores 51.2 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on security \u0026 auth and payments \u0026 pricing.", "question": "Which is better for AI agents, Fuse MCP or RocketReach API?" }, { "answer": "Fuse MCP uses an OAuth sign-in. RocketReach API takes an API key or an OAuth sign-in.", "question": "Do Fuse MCP and RocketReach API need an API key?" }, { "answer": "Yes. Fuse MCP has a hosted endpoint at https://mcp.fuseai.com and RocketReach API at https://api.rocketreach.co/api/v2.", "question": "Can an agent call Fuse MCP and RocketReach API without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Security \u0026 auth, 45 against 34", "Payments \u0026 pricing, 30 against 10" ], "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" }, { "aheadOn": [ "Reliability, 64 against 40", "Agent ergonomics, 72 against 57", "Transparency \u0026 trust, 58 against 49" ], "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-fuse-mcp.json", "title": "Apollo API + MCP vs Fuse MCP", "url": "https://www.anchorterminal.com/compare/apollo-vs-fuse-mcp" }, { "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-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/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-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/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-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/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-fuse-mcp.json", "title": "Explorium AgentSource vs Fuse MCP", "url": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-fuse-mcp" }, { "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-rocketreach.json", "title": "FullEnrich API + MCP vs RocketReach API", "url": "https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach" }, { "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", "title": "Fuse MCP vs Lusha API + MCP", "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-zoominfo.json", "title": "Fuse MCP vs ZoomInfo API + MCP", "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-zoominfo" }, { "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-fuse-mcp.json", "title": "Dropcontact API + MCP vs Fuse MCP", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-fuse-mcp" }, { "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": 24, "edge": "rocketreach", "fuse-mcp": 40, "key": "reliability", "name": "Reliability", "rocketreach": 64, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 0, "edge": "", "fuse-mcp": 72, "key": "schema", "name": "Schema \u0026 documentation", "rocketreach": 72, "weight": 13 }, { "by": 15, "edge": "rocketreach", "fuse-mcp": 57, "key": "ergonomics", "name": "Agent ergonomics", "rocketreach": 72, "weight": 13 }, { "by": 11, "edge": "fuse-mcp", "fuse-mcp": 45, "key": "security", "name": "Security \u0026 auth", "rocketreach": 34, "weight": 14 }, { "by": 20, "edge": "fuse-mcp", "fuse-mcp": 30, "key": "payments", "name": "Payments \u0026 pricing", "rocketreach": 10, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 4, "edge": "fuse-mcp", "fuse-mcp": 35, "key": "maintenance", "name": "Maintenance \u0026 community", "rocketreach": 31, "weight": 7 }, { "by": 9, "edge": "rocketreach", "fuse-mcp": 49, "key": "transparency", "name": "Transparency \u0026 trust", "rocketreach": 58, "weight": 7 } ], "summary": "RocketReach API scores 51.2 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on security \u0026 auth and payments \u0026 pricing. Both do lead search.", "verdicts": { "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.", "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/fuse-mcp-vs-rocketreach", "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.md", "slim": "https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.min.md" }, "markdown": "RocketReach API scores 51.2 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on security \u0026 auth and payments \u0026 pricing. Both do lead search.\n\n- Fuse MCP: grade D, 47.9/100, rank #824 of 950. Markdown https://www.anchorterminal.com/tools/fuse-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/fuse-mcp.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### 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- Security \u0026 auth, 45 against 34\n- Payments \u0026 pricing, 30 against 10\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### 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- Reliability, 64 against 40\n- Agent ergonomics, 72 against 57\n- Transparency \u0026 trust, 58 against 49\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 | Fuse MCP | RocketReach API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 40 | 64 | RocketReach API +24 |\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) | 57 | 72 | RocketReach API +15 |\n| Security \u0026 auth | 14% (17.5 this run) | 45 | 34 | Fuse MCP +11 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 10 | Fuse MCP +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 35 | 31 | Fuse MCP +4 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 49 | 58 | RocketReach API +9 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **47.9 · D** | **51.2 · D** | |\n\n## Facts side by side\n\n| Fact | Fuse MCP | RocketReach API |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | FuseAI, LLC | RocketReach, LLC |\n| Hosted endpoint | `https://mcp.fuseai.com` | `https://api.rocketreach.co/api/v2` |\n| Transports | Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth | OAuth or key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Licence | Proprietary hosted service under FuseAI's terms of service. No public source repository found | Proprietary service under RocketReach's Terms of Service. The Python SDK on GitHub is MIT |\n| Tools exposed | 290 | 9 |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-07 | none |\n| Terms last updated | 2026-07-01 | 2024-01-31 |\n| Privacy policy last updated | 2026-07-01 | 2026-09-30 |\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 | not found in the text | 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\n## Verdicts\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**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### 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### 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, Fuse MCP or RocketReach API?\n\nRocketReach API scores 51.2 (D) on agent readiness against Fuse MCP's 47.9 (D), and leads in 3 of 7 scored categories. Fuse MCP leads on security \u0026 auth and payments \u0026 pricing.\n\n### Do Fuse MCP and RocketReach API need an API key?\n\nFuse MCP uses an OAuth sign-in. RocketReach API takes an API key or an OAuth sign-in.\n\n### Can an agent call Fuse MCP and RocketReach API without installing anything?\n\nYes. Fuse MCP has a hosted endpoint at https://mcp.fuseai.com 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/fuse-mcp-vs-rocketreach.json, and with the fewest tokens: https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"fuse-mcp\", \"b\": \"rocketreach\"}`. From a terminal: `anchor compare fuse-mcp rocketreach`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/fuse-mcp.json and https://www.anchorterminal.com/api/v1/tools/rocketreach.json\n\n## Other comparisons with Fuse MCP or RocketReach API\n\n- [Apollo API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/apollo-vs-fuse-mcp.md)\n- [Apollo API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/apollo-vs-rocketreach.md)\n- [Coresignal API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/coresignal-vs-fuse-mcp.md)\n- [Coresignal API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/coresignal-vs-rocketreach.md)\n- [Crustdata API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/crustdata-vs-fuse-mcp.md)\n- [Crustdata API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/crustdata-vs-rocketreach.md)\n- [Enrich Layer API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-fuse-mcp.md)\n- [Enrich Layer API + MCP vs RocketReach API](https://www.anchorterminal.com/compare/enrich-layer-vs-rocketreach.md)\n- [Explorium AgentSource vs Fuse MCP](https://www.anchorterminal.com/compare/explorium-agentsource-vs-fuse-mcp.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 RocketReach API](https://www.anchorterminal.com/compare/fullenrich-vs-rocketreach.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 ZoomInfo API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-zoominfo.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 Fuse MCP](https://www.anchorterminal.com/compare/dropcontact-vs-fuse-mcp.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": "Fuse MCP vs RocketReach API", "url": "" } ], "description": "RocketReach scores 51.2 (D) to Fuse MCP's 47.9 (D) for lead search. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Fuse MCP D 47.9", "RocketReach API D 51.2", "scores" ], "h1": "Fuse MCP vs RocketReach API", "image": "https://www.anchorterminal.com/assets/og/compare-fuse-mcp-vs-rocketreach.png", "path": "/compare/fuse-mcp-vs-rocketreach", "published": "2026-10-01", "section": "tools", "title": "Fuse MCP vs RocketReach for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-rocketreach" }, "tokens": { "markdown": 2650, "slim": 680 }, "version": 1 }