{ "data": { "a": { "slug": "dropcontact", "name": "Dropcontact API + MCP", "vendor": "Dropcontact", "vendorUrl": "https://www.dropcontact.com", "kind": "http-api", "category": "lead-data", "summary": "Batch contact enrichment from a name and company.", "url": "https://www.anchorterminal.com/tools/dropcontact", "markdownUrl": "https://www.anchorterminal.com/tools/dropcontact.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/dropcontact.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/dropcontact.json", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.dropcontact.com/v1", "packages": [], "auth": "mixed", "authNotes": "`X-Access-Token` header on REST. Hosted MCP at mcp.dropcontact.com uses OAuth, or the API key as `Authorization: Bearer`.", "pricing": "paid", "pricingNotes": "Prices are in euros only. 50 free credits to try. Starter €79 a month for 500 credits, Growth €120 a month for 500 credits with carry-over, LinkedIn URL enrichment and company data, both scaling to 150,000 credits a month. Yearly billing is 20 per cent off. Enterprise from 200,000 credits a month. A credit is spent only when a verified email comes back (refunded if none is found), or 1 credit per email you send in for verification (https://www.dropcontact.com/pricing).", "priceSummary": "Paid", "where": "hosted", "x402": { "level": "no", "evidence": "No x402 mention in the API docs, MCP docs or pricing (checked 2026-09-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-09-30" }, "docsUrl": "https://developer.dropcontact.com", "capabilities": [ "lead.enrichment", "email.finder", "email.verification", "data.company" ], "tags": [ "enrichment", "email-verification", "hosted", "no-card", "mcp", "webhooks", "async-jobs", "closed-source" ], "graded": true, "anchor": { "graded": true, "score": 50.9, "grade": "D", "agentReady": false, "rank": 513, "ranked": true, "rankOf": 629, "categoryRank": 9, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 60, "maintenance": 18, "payments": 40, "reliability": 57, "schema": 41, "security": 59, "transparency": 71 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "Pay on success, with credits refunded when no email is found. No OpenAPI spec, llms.txt or changelog.", "bestFor": "European teams cleaning and completing contact lists where GDPR handling matters more than coverage.", "strengths": [ "Pay on success, with credits refunded when no email is found", "50 free credits with no card", "Statuspage with its own API component", "Per-contact error and warning codes that say what to add", "security.txt with a HackerOne programme, and a published DPA" ], "weaknesses": [ "No OpenAPI spec, llms.txt or changelog", "No prospect search, so it only enriches people you already have", "Asynchronous only, with webhooks that can arrive out of order or twice", "One unscoped API key per account", "Remote MCP labelled early by the vendor and not in the official registry" ], "agentNotes": [ "Send a company name or website with every contact, or you get `only_contact_data`", "Send only documented fields. New accounts get a 400 for unknown ones", "Match webhook results by `request_id`, since order isn't guaranteed and duplicates happen", "Poll no faster than every 30 seconds, as the not-ready response asks", "Post an empty contact to read the credit balance at no cost" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "D", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 50.9 } ], "editorialScores": { "ergonomics": 60, "maintenance": 18, "payments": 40, "reliability": 57, "schema": 41, "security": 59, "transparency": 55 }, "provenanceScore": 87 }, "connect": { "http": "curl -X POST https://api.dropcontact.com/v1/enrich/all -H \"X-Access-Token: $DROPCONTACT_API_KEY\" \\\n -H \"Content-Type: application/json\" -d '{\"data\":[{\"first_name\":\"John\",\"last_name\":\"Smith\",\"website\":\"corporation.com\"}],\"language\":\"en\"}'", "claudeCode": "claude mcp add --transport http dropcontact https://mcp.dropcontact.com/mcp" }, "letme": { "capability": "https://letme.dev/lead.enrichment", "tool": "https://letme.dev/dropcontact" }, "area": "web-data", "provenance": { "legalEntity": "Dropcontact SAS", "domain": "dropcontact.com", "domainRegistered": "2016-03-21", "endpointOnVendorDomain": true, "terms": "https://www.dropcontact.com/terms", "privacy": "https://www.dropcontact.com/personal-data-charter", "statusPage": "https://status.dropcontact.com", "changelog": "", "securityTxt": "valid", "checked": "2026-09-30", "notes": [ "Terms name a simplified joint stock company (SAS) registered in Bobigny, no. 823 752 647" ], "score": 87 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/dropcontact.json", "live": { "slug": "dropcontact", "probe": { "target": "https://api.dropcontact.com/v1", "method": "get", "lastAt": "2026-10-08T19:08:45.43572575Z", "lastOk": true, "lastStatus": 404, "lastMs": 63, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 60, "p95ms24h": 133, "samples24h": 272, "samples30d": 2135, "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": 217, "ok": 217 } ] }, "vendorStatus": { "page": "https://status.dropcontact.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-08T19:06:34.96664298Z" }, "securityTxt": { "url": "https://dropcontact.com/.well-known/security.txt", "state": "valid", "expires": "2027-04-09T00:00:00.000Z", "checkedAt": "2026-10-08T15:38:52.594646388Z" }, "domain": { "domain": "dropcontact.com", "registered": "2016-03-21", "source": "https://rdap.verisign.com/com/v1/domain/dropcontact.com", "checkedAt": "2026-10-04T13:04:07.299993098Z" }, "pages": [ { "url": "https://developer.dropcontact.com", "kind": "deprecations", "status": 304, "checkedAt": "2026-10-08T18:17:11.504549907Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "ff96d39467bb" }, { "url": "https://www.dropcontact.com/pricing", "kind": "pricing", "status": 304, "checkedAt": "2026-10-08T18:27:34.985725878Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "65a790ec5310" }, { "url": "https://www.dropcontact.com/personal-data-charter", "kind": "privacy", "status": 304, "checkedAt": "2026-10-08T18:27:32.961579925Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e25877e6f61c" }, { "url": "https://www.dropcontact.com/terms", "kind": "terms", "status": 304, "checkedAt": "2026-10-08T18:27:36.984918508Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "bd33bd1bd813" } ], "updatedAt": "2026-10-08T19:08:45.43572575Z" } }, "answer": "Dropcontact API + MCP scores 50.9 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability, schema \u0026 documentation and maintenance \u0026 community.", "b": { "slug": "gojiberry", "name": "Gojiberry", "vendor": "SUPERFRUITS SAS (Gojiberry AI)", "vendorUrl": "https://gojiberry.ai", "kind": "http-api", "category": "lead-data", "summary": "Gojiberry is a hosted sales tool from SUPERFRUITS SAS in Paris that finds B2B leads from LinkedIn engagement and other intent signals, then runs LinkedIn and email outreach. Agents reach it through a REST API and a hosted MCP server.", "url": "https://www.anchorterminal.com/tools/gojiberry", "markdownUrl": "https://www.anchorterminal.com/tools/gojiberry.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/gojiberry.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/gojiberry.json", "license": "Proprietary service under Gojiberry's General Terms", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://ext.gojiberry.ai", "packages": [], "auth": "mixed", "authNotes": "Bearer API key in the `Authorization` header for both the REST API at https://ext.gojiberry.ai and the MCP server at https://mcp.gojiberry.ai. A person creates the key in the app under Settings, API, and it is shown once. Keys have no scopes. A key that belongs to an organisation owner can act as any member by adding `x-impersonate-user-id`. The MCP server also answers OAuth discovery (authorisation code grant with PKCE, a registration endpoint, scopes `mcp:tools` and `claudeai`), which the help centre doesn't document.", "pricing": "paid", "pricingNotes": "Pro is $99 a month and includes 2 agents, 2 LinkedIn seats, 200 credits a month and API and MCP access. A further outreach agent is $59 a month and a further lead source $29. Custom plans go through sales. A free trial exists, and the help centre says the subscription starts on the saved payment method when it ends. We didn't find the trial length or a dollar price for credit packs (checked 2026-10-08).", "priceSummary": "$99 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the OpenAPI file, the help centre or the pricing section (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-08" }, "docsUrl": "https://ext.gojiberry.ai/documentation", "openapi": "https://ext.gojiberry.ai/openapi.json", "capabilities": [ "lead.search", "lead.enrichment", "email.finder", "data.company" ], "tags": [ "hosted", "paid", "mcp", "openapi", "api-key", "webhooks", "linkedin", "outreach", "intent-signals", "closed-source", "status-page", "eu-hosted" ], "graded": true, "anchor": { "graded": true, "score": 47.9, "grade": "D", "agentReady": false, "rank": 544, "ranked": true, "rankOf": 629, "categoryRank": 12, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 55, "maintenance": 25, "payments": 10, "reliability": 74, "schema": 61, "security": 32, "transparency": 59 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": 0, "verdict": "A public OpenAPI file with 49 operations, a free masked lead search and a published limit of 100 requests a minute make the API easy to plan against. Keys have no scopes, writes can start LinkedIn outreach from a connected account, and LinkedIn's User Agreement bars the scraping and automated messaging the product depends on.", "bestFor": "A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.", "strengths": [ "Public OpenAPI 3.0 file with 49 operations at ext.gojiberry.ai/openapi.json, readable without an account", "Lead and company search is free and returns masked rows. Revealing a full record costs 0.5 credit", "Failed email and phone enrichments consume no credit, and async enrichment routes return at once for polling", "Rate limit published at 100 requests a minute per API key, with 10 a minute on campaign activation and attachment download", "Sub-processor list names nine vendors with processing locations, and primary hosting is AWS eu-west-3 in Paris" ], "weaknesses": [ "API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through `x-impersonate-user-id`", "LinkedIn's User Agreement (section 8.2) bars scraping profiles and using bots to send messages. Gojiberry's terms leave compliance and account restrictions to the customer", "No changelog, deprecation policy, SLA, security.txt, disclosure policy or certification was found", "Not in the official MCP registry, no official SDKs, and the MCP tool definitions can't be read without a paid account's key", "The trial converts to $99 a month on a saved payment method, and the terms forbid account creation by bots" ], "agentNotes": [ "Send `Authorization: Bearer \u003ckey\u003e` to https://mcp.gojiberry.ai. The value must start with the word Bearer or the connection fails", "Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads", "Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes", "Search with POST /v1/directory/leads/search for free, then reveal only the ids you need at 0.5 credit each, up to 100 a request", "Use the `/enrich/email/async` and `/enrich/phone/async` routes and poll GET /v1/contact/{id}. The synchronous routes can take 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": 55, "maintenance": 25, "payments": 10, "reliability": 74, "schema": 61, "security": 32, "transparency": 55 }, "provenanceScore": 62 }, "connect": { "http": "curl -H \"Authorization: Bearer YOUR_API_KEY\" https://ext.gojiberry.ai/v1/contact", "claudeCode": "claude mcp add --transport http --header \"Authorization: Bearer YOUR_API_KEY\" Gojiberry https://mcp.gojiberry.ai" }, "letme": { "capability": "https://letme.dev/lead.search", "tool": "https://letme.dev/gojiberry" }, "area": "web-data", "unitPrices": [ { "item": "Pro, 2 agents, 2 LinkedIn seats, 200 credits", "unit": "month", "usd": 99 }, { "item": "Additional AI Outreach Agent", "unit": "month", "usd": 59 }, { "item": "Additional lead source", "unit": "month", "usd": 29 } ], "provenance": { "legalEntity": "SUPERFRUITS SAS", "domain": "gojiberry.ai", "domainRegistered": "2025-02-21", "endpointOnVendorDomain": true, "terms": "https://gojiberry.ai/general-terms", "privacy": "https://gojiberry.ai/privacy-policy", "statusPage": "https://status.gojiberry.ai", "changelog": "", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "The General Terms (last updated 14 October 2025) and the legal notice name SUPERFRUITS, a French SAS at 60 rue François 1er, 75008 Paris, company number 988 586 111 R.C.S. Paris.", "RDAP for gojiberry.ai gives a registration date of 2025-02-21.", "gojiberry.ai/.well-known/security.txt and mcp.gojiberry.ai/.well-known/security.txt return 404. app.gojiberry.ai answers that path with the web app's HTML.", "gojiberry.ai/changelog returns 404, and we found no changelog in the help centre or the site map.", "The REST API answers at ext.gojiberry.ai and the MCP server at mcp.gojiberry.ai, both gojiberry.ai subdomains." ], "score": 62 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/gojiberry.json", "live": { "slug": "gojiberry", "probe": { "target": "https://ext.gojiberry.ai", "method": "get", "lastAt": "2026-10-08T19:08:47.871654498Z", "lastOk": true, "lastStatus": 200, "lastMs": 163, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 62, "p95ms24h": 133, "samples24h": 42, "samples30d": 42, "days": [ { "date": "2026-10-08", "probes": 42, "ok": 42 } ] }, "vendorStatus": { "page": "https://status.gojiberry.ai", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-08T17:50:43.146351153Z" }, "securityTxt": { "url": "https://gojiberry.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-08T15:38:44.042788264Z" }, "pages": [ { "url": "https://gojiberry.ai/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-08T18:20:43.252320769Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b089c78ab523" }, { "url": "https://gojiberry.ai/general-terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-08T18:20:41.164006243Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "c6c92530ec29" } ], "updatedAt": "2026-10-08T19:08:47.871654498Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Dropcontact", "b": "SUPERFRUITS SAS (Gojiberry AI)", "name": "Vendor" }, { "a": "https://api.dropcontact.com/v1", "b": "https://ext.gojiberry.ai", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Paid", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "b": "Proprietary service under Gojiberry's General Terms", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "no", "name": "llms.txt" }, { "a": "2025-08-01", "b": "no date given", "name": "Terms last updated" }, { "a": "2020-06-04", "b": "no date given", "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": "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": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "3.5/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Dropcontact API + MCP scores 50.9 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability, schema \u0026 documentation and maintenance \u0026 community.", "question": "Which is better for AI agents, Dropcontact API + MCP or Gojiberry?" }, { "answer": "Both take an API key or an OAuth sign-in.", "question": "Do Dropcontact API + MCP and Gojiberry need an API key?" }, { "answer": "Yes. Dropcontact API + MCP has a hosted endpoint at https://api.dropcontact.com/v1 and Gojiberry at https://ext.gojiberry.ai.", "question": "Can an agent call Dropcontact API + MCP and Gojiberry without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Agent ergonomics, 60 against 55", "Security \u0026 auth, 59 against 32", "Payments \u0026 pricing, 40 against 10", "Transparency \u0026 trust, 71 against 59" ], "also": [ "Free to start without a card" ], "goodFor": "European teams cleaning and completing contact lists where GDPR handling matters more than coverage.", "slug": "dropcontact", "watchFor": "No OpenAPI spec, llms.txt or changelog" }, { "aheadOn": [ "Reliability, 74 against 57", "Schema \u0026 documentation, 61 against 41", "Maintenance \u0026 community, 25 against 18" ], "also": null, "goodFor": "A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.", "slug": "gojiberry", "watchFor": "API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through `x-impersonate-user-id`" } ], "job": { "capability": "lead.enrichment", "name": "Lead enrichment" }, "others": [ { "json": "https://www.anchorterminal.com/compare/apollo-vs-gojiberry.json", "title": "Apollo API + MCP vs Gojiberry", "url": "https://www.anchorterminal.com/compare/apollo-vs-gojiberry" }, { "json": "https://www.anchorterminal.com/compare/coresignal-vs-gojiberry.json", "title": "Coresignal API + MCP vs Gojiberry", "url": "https://www.anchorterminal.com/compare/coresignal-vs-gojiberry" }, { "json": "https://www.anchorterminal.com/compare/crustdata-vs-gojiberry.json", "title": "Crustdata API + MCP vs Gojiberry", "url": "https://www.anchorterminal.com/compare/crustdata-vs-gojiberry" }, { "json": "https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry.json", "title": "Enrich Layer API + MCP vs Gojiberry", "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry" }, { "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/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/gojiberry-vs-hunter.json", "title": "Gojiberry vs Hunter API + MCP", "url": "https://www.anchorterminal.com/compare/gojiberry-vs-hunter" }, { "json": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.json", "title": "Gojiberry vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic" }, { "json": "https://www.anchorterminal.com/compare/gojiberry-vs-lusha.json", "title": "Gojiberry vs Lusha API + MCP", "url": "https://www.anchorterminal.com/compare/gojiberry-vs-lusha" }, { "json": "https://www.anchorterminal.com/compare/gojiberry-vs-prospeo.json", "title": "Gojiberry vs Prospeo API + MCP", "url": "https://www.anchorterminal.com/compare/gojiberry-vs-prospeo" }, { "json": "https://www.anchorterminal.com/compare/apollo-vs-dropcontact.json", "title": "Apollo API + MCP vs Dropcontact API + MCP", "url": "https://www.anchorterminal.com/compare/apollo-vs-dropcontact" }, { "json": "https://www.anchorterminal.com/compare/coresignal-vs-dropcontact.json", "title": "Coresignal API + MCP vs Dropcontact API + MCP", "url": "https://www.anchorterminal.com/compare/coresignal-vs-dropcontact" }, { "json": "https://www.anchorterminal.com/compare/crustdata-vs-dropcontact.json", "title": "Crustdata API + MCP vs Dropcontact API + MCP", "url": "https://www.anchorterminal.com/compare/crustdata-vs-dropcontact" }, { "json": "https://www.anchorterminal.com/compare/dropcontact-vs-enrich-layer.json", "title": "Dropcontact API + MCP vs Enrich Layer API + MCP", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-enrich-layer" }, { "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-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-hunter.json", "title": "Dropcontact API + MCP vs Hunter API + MCP", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-hunter" }, { "json": "https://www.anchorterminal.com/compare/dropcontact-vs-leadmagic.json", "title": "Dropcontact API + MCP vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-leadmagic" }, { "json": "https://www.anchorterminal.com/compare/dropcontact-vs-lusha.json", "title": "Dropcontact API + MCP vs Lusha API + MCP", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-lusha" }, { "json": "https://www.anchorterminal.com/compare/dropcontact-vs-prospeo.json", "title": "Dropcontact API + MCP vs Prospeo API + MCP", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-prospeo" } ], "scores": [ { "by": 17, "dropcontact": 57, "edge": "gojiberry", "gojiberry": 74, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 20, "dropcontact": 41, "edge": "gojiberry", "gojiberry": 61, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 5, "dropcontact": 60, "edge": "dropcontact", "gojiberry": 55, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "by": 27, "dropcontact": 59, "edge": "dropcontact", "gojiberry": 32, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "by": 30, "dropcontact": 40, "edge": "dropcontact", "gojiberry": 10, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 7, "dropcontact": 18, "edge": "gojiberry", "gojiberry": 25, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 12, "dropcontact": 71, "edge": "dropcontact", "gojiberry": 59, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Dropcontact API + MCP scores 50.9 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability, schema \u0026 documentation and maintenance \u0026 community. Both do lead enrichment.", "verdicts": { "dropcontact": "Pay on success, with credits refunded when no email is found. No OpenAPI spec, llms.txt or changelog.", "gojiberry": "A public OpenAPI file with 49 operations, a free masked lead search and a published limit of 100 requests a minute make the API easy to plan against. Keys have no scopes, writes can start LinkedIn outreach from a connected account, and LinkedIn's User Agreement bars the scraping and automated messaging the product depends on." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry", "json": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.md", "slim": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.min.md" }, "markdown": "Dropcontact API + MCP scores 50.9 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability, schema \u0026 documentation and maintenance \u0026 community. Both do lead enrichment.\n\n- Dropcontact API + MCP: grade D, 50.9/100, rank #513 of 629. Markdown https://www.anchorterminal.com/tools/dropcontact.md · JSON https://www.anchorterminal.com/api/v1/tools/dropcontact.json\n- Gojiberry: grade D, 47.9/100, rank #544 of 629. Markdown https://www.anchorterminal.com/tools/gojiberry.md · JSON https://www.anchorterminal.com/api/v1/tools/gojiberry.json\n\n## Which one, for what\n\n### Dropcontact API + MCP (D)\n\nGood for: European teams cleaning and completing contact lists where GDPR handling matters more than coverage.\n\nAhead on:\n- Agent ergonomics, 60 against 55\n- Security \u0026 auth, 59 against 32\n- Payments \u0026 pricing, 40 against 10\n- Transparency \u0026 trust, 71 against 59\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: No OpenAPI spec, llms.txt or changelog\n\n### Gojiberry (D)\n\nGood for: A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.\n\nAhead on:\n- Reliability, 74 against 57\n- Schema \u0026 documentation, 61 against 41\n- Maintenance \u0026 community, 25 against 18\n\nWatch for: API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through `x-impersonate-user-id`\n\n\n## Score by category\n\n| Category | Weight | Dropcontact API + MCP | Gojiberry | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 57 | 74 | Gojiberry +17 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 41 | 61 | Gojiberry +20 |\n| Agent ergonomics | 13% (16.2 this run) | 60 | 55 | Dropcontact API + MCP +5 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 32 | Dropcontact API + MCP +27 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 10 | Dropcontact API + MCP +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 18 | 25 | Gojiberry +7 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 71 | 59 | Dropcontact API + MCP +12 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **50.9 · D** | **47.9 · D** | |\n\n## Facts side by side\n\n| Fact | Dropcontact API + MCP | Gojiberry |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Dropcontact | SUPERFRUITS SAS (Gojiberry AI) |\n| Hosted endpoint | `https://api.dropcontact.com/v1` | `https://ext.gojiberry.ai` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Paid | Paid |\n| x402 | no | no |\n| Licence | none | Proprietary service under Gojiberry's General Terms |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Terms last updated | 2025-08-01 | no date given |\n| Privacy policy last updated | 2020-06-04 | no date given |\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 | 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 | not found in the text | not found in the text |\n| Agent reviews | 3.5/5 (2) | none |\n\n## Verdicts\n\n**Dropcontact API + MCP.** Pay on success, with credits refunded when no email is found. No OpenAPI spec, llms.txt or changelog.\n\n**Gojiberry.** A public OpenAPI file with 49 operations, a free masked lead search and a published limit of 100 requests a minute make the API easy to plan against. Keys have no scopes, writes can start LinkedIn outreach from a connected account, and LinkedIn's User Agreement bars the scraping and automated messaging the product depends on.\n\n## Before you call either\n\n### Dropcontact API + MCP\n\n1. Send a company name or website with every contact, or you get `only_contact_data`\n2. Send only documented fields. New accounts get a 400 for unknown ones\n3. Match webhook results by `request_id`, since order isn't guaranteed and duplicates happen\n4. Poll no faster than every 30 seconds, as the not-ready response asks\n5. Post an empty contact to read the credit balance at no cost\n\n### Gojiberry\n\n1. Send `Authorization: Bearer \u003ckey\u003e` to https://mcp.gojiberry.ai. The value must start with the word Bearer or the connection fails\n2. Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads\n3. Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes\n4. Search with POST /v1/directory/leads/search for free, then reveal only the ids you need at 0.5 credit each, up to 100 a request\n5. Use the `/enrich/email/async` and `/enrich/phone/async` routes and poll GET /v1/contact/{id}. The synchronous routes can take minutes\n\n## Questions\n\n### Which is better for AI agents, Dropcontact API + MCP or Gojiberry?\n\nDropcontact API + MCP scores 50.9 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability, schema \u0026 documentation and maintenance \u0026 community.\n\n### Do Dropcontact API + MCP and Gojiberry need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Dropcontact API + MCP and Gojiberry without installing anything?\n\nYes. Dropcontact API + MCP has a hosted endpoint at https://api.dropcontact.com/v1 and Gojiberry at https://ext.gojiberry.ai.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.json, and with the fewest tokens: https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"dropcontact\", \"b\": \"gojiberry\"}`. From a terminal: `anchor compare dropcontact gojiberry`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/dropcontact.json and https://www.anchorterminal.com/api/v1/tools/gojiberry.json\n\n## Other comparisons with Dropcontact API + MCP or Gojiberry\n\n- [Apollo API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/apollo-vs-gojiberry.md)\n- [Coresignal API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/coresignal-vs-gojiberry.md)\n- [Crustdata API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/crustdata-vs-gojiberry.md)\n- [Enrich Layer API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry.md)\n- [FullEnrich API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry.md)\n- [Fuse MCP vs Gojiberry](https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry.md)\n- [Gojiberry vs Hunter API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-hunter.md)\n- [Gojiberry vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.md)\n- [Gojiberry vs Lusha API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-lusha.md)\n- [Gojiberry vs Prospeo API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-prospeo.md)\n- [Apollo API + MCP vs Dropcontact API + MCP](https://www.anchorterminal.com/compare/apollo-vs-dropcontact.md)\n- [Coresignal API + MCP vs Dropcontact API + MCP](https://www.anchorterminal.com/compare/coresignal-vs-dropcontact.md)\n- [Crustdata API + MCP vs Dropcontact API + MCP](https://www.anchorterminal.com/compare/crustdata-vs-dropcontact.md)\n- [Dropcontact API + MCP vs Enrich Layer API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-enrich-layer.md)\n- [Dropcontact API + MCP vs FullEnrich API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-fullenrich.md)\n- [Dropcontact API + MCP vs Fuse MCP](https://www.anchorterminal.com/compare/dropcontact-vs-fuse-mcp.md)\n- [Dropcontact API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-hunter.md)\n- [Dropcontact API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-leadmagic.md)\n- [Dropcontact API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-lusha.md)\n- [Dropcontact API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-prospeo.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-08", "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": "Dropcontact API + MCP vs Gojiberry", "url": "" } ], "description": "Dropcontact API + MCP scores 50.9 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability, schema \u0026 documentation and maintenance \u0026 community. Both do lead enrichment. Category scores, facts, verdicts and agent…", "facts": [ "Dropcontact API + MCP D 50.9", "Gojiberry D 47.9", "scores" ], "h1": "Dropcontact API + MCP vs Gojiberry", "image": "https://www.anchorterminal.com/assets/og/compare-dropcontact-vs-gojiberry.png", "path": "/compare/dropcontact-vs-gojiberry", "published": "2026-10-01", "section": "tools", "title": "Dropcontact API + MCP vs Gojiberry for AI agents, D 50.9 vs D 47.9", "toc": null, "updated": "2026-10-08", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry" }, "tokens": { "markdown": 2300, "slim": 630 }, "version": 1 }