{ "data": { "a": { "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": "2026-10-08T18:20:30.756257161Z", "lastOk": true, "lastStatus": 200, "lastMs": 42, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 62, "p95ms24h": 122, "samples24h": 33, "samples30d": 33, "days": [ { "date": "2026-10-08", "probes": 33, "ok": 33 } ] }, "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": "2026-10-08T18:20:30.756257161Z" } }, "answer": "LeadMagic API + MCP scores 60.2 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. Gojiberry leads on reliability.", "b": { "slug": "leadmagic", "name": "LeadMagic API + MCP", "vendor": "LeadMagic", "vendorUrl": "https://leadmagic.io", "kind": "http-api", "category": "lead-data", "summary": "Email validation, email and mobile finders, people and company search, company intelligence, job postings and ad data over one REST API with a published OpenAPI file.", "url": "https://www.anchorterminal.com/tools/leadmagic", "markdownUrl": "https://www.anchorterminal.com/tools/leadmagic.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/leadmagic.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/leadmagic.json", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.leadmagic.io", "packages": [], "auth": "mixed", "authNotes": "REST calls take an X-API-Key header with a key starting `lm_`. The hosted MCP server at https://mcp.leadmagic.io/mcp is OAuth only and doesn't accept static keys. The lm-tui terminal client signs in through browser OAuth.", "pricing": "paid", "pricingNotes": "No free credits, with a 14-day money-back guarantee on the first payment. Essential $99 a month for 5,000 credits, Growth $249 for 20,000, Professional $499 for 50,000 and Ultimate $849 for 100,000, with monthly rollover capped at 2x the allocation. Email validation costs 0.25 credit for a definite valid or invalid (unknown is free), email finder 1 credit when found, mobile finder 5, profile search 1. Professional and Ultimate get credit-free people, company and job search at 5 or 10 requests a second (https://leadmagic.io/pricing).", "priceSummary": "$99 / mo", "where": "hosted", "x402": { "level": "no", "endpoints": [] }, "toolCount": 48, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-09-30" }, "docsUrl": "https://leadmagic.io/docs", "llmsTxt": "https://leadmagic.io/docs/llms.txt", "openapi": "https://leadmagic.io/openapi.json", "capabilities": [ "lead.search", "lead.enrichment", "email.verification", "email.finder", "data.person", "data.company" ], "tags": [ "hosted", "card-required", "mcp", "llms-txt", "openapi", "webhooks", "async-jobs", "closed-source", "lead-search", "enrichment", "email-verification" ], "lastRelease": "2026-09-17", "graded": true, "anchor": { "graded": true, "score": 60.2, "grade": "C", "agentReady": false, "rank": 361, "ranked": true, "rankOf": 629, "categoryRank": 4, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 61, "maintenance": 65, "payments": 20, "reliability": 55, "schema": 93, "security": 60, "transparency": 63 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "RFC 9457 problem-details errors with `request_id`, and Retry-After on 429. No free tier or trial credits, plans from $99 a month.", "bestFor": "Verification and email or mobile finding in automated pipelines, especially at volume on the plans with credit-free search.", "strengths": [ "RFC 9457 problem-details errors with `request_id`, and Retry-After on 429", "`X-Credits-Cost` and `X-Credits-Remaining` on every response", "Email validation bills 0.25 credit only for a definite answer", "Credit-free search on the $499 and $849 plans", "Dated, component-versioned changelog with four entries since 19 July" ], "weaknesses": [ "No free tier or trial credits, plans from $99 a month", "The service-level policy disclaims any uptime guarantee", "Status page has no incident history", "48 MCP tools with no toolsets or read-only subset", "Privacy policy states no legal basis, data sources or retention periods that we could find" ], "agentNotes": [ "Call `preview_cost` before bulk work. It's free", "Read `X-Credits-Remaining` after each call instead of polling the balance", "Treat 402 as out of credits and wait out Retry-After on 429", "Keep credit-free search under 13,333 calls a day per account", "Retry `unknown` validations later. They cost nothing" ], "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": 60.2 } ], "editorialScores": { "ergonomics": 61, "maintenance": 65, "payments": 20, "reliability": 55, "schema": 93, "security": 60, "transparency": 47 }, "provenanceScore": 79 }, "connect": { "http": "curl https://api.leadmagic.io/v1/credits -H \"X-API-Key: $LEADMAGIC_API_KEY\"", "claudeCode": "claude mcp add --transport http leadmagic https://mcp.leadmagic.io/mcp", "config": { "mcpServers": { "leadmagic": { "url": "https://mcp.leadmagic.io/mcp" } } } }, "letme": { "capability": "https://letme.dev/lead.search", "tool": "https://letme.dev/leadmagic" }, "area": "web-data", "unitPrices": [ { "item": "Essential", "unit": "month", "usd": 99, "note": "5,000 credits" }, { "item": "Growth", "unit": "month", "usd": 249, "note": "20,000 credits" }, { "item": "Professional", "unit": "month", "usd": 499, "note": "50,000 credits, credit-free search" }, { "item": "Ultimate", "unit": "month", "usd": 849, "note": "100,000 credits, credit-free search" }, { "item": "Credit on Essential", "unit": "credit", "usd": 0.0198, "note": "one found email, or 4 definite validations" } ], "provenance": { "legalEntity": "Lead Magic Corporation", "domain": "leadmagic.io", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://leadmagic.io/legal/terms", "privacy": "https://leadmagic.io/legal/privacy", "statusPage": "https://leadmagic.io/status", "changelog": "https://leadmagic.io/docs/changelog", "securityTxt": "valid", "checked": "2026-09-30", "score": 79 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/leadmagic.json", "live": { "slug": "leadmagic", "probe": { "target": "https://api.leadmagic.io", "method": "get", "lastAt": "2026-10-08T18:20:33.186344386Z", "lastOk": true, "lastStatus": 401, "lastMs": 393, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 263, "p95ms24h": 500, "samples24h": 272, "samples30d": 2126, "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": 208, "ok": 208 } ] }, "vendorStatus": { "page": "https://leadmagic.io/status", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-08T17:50:49.364560288Z" }, "securityTxt": { "url": "https://leadmagic.io/.well-known/security.txt", "state": "valid", "expires": "2027-05-01T00:00:00.000Z", "checkedAt": "2026-10-08T15:38:37.395485134Z" }, "llmsTxt": { "url": "https://leadmagic.io/docs/llms.txt", "ok": false, "status": 404, "checkedAt": "2026-10-08T14:00:34.53189413Z" }, "domain": { "domain": "leadmagic.io", "checkedAt": "2026-10-04T13:06:54.960680239Z" }, "pages": [ { "url": "https://leadmagic.io/docs/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-08T18:21:17.088464937Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "28937995ef09" }, { "url": "https://leadmagic.io/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-08T18:21:24.024236948Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "cf3790e3e0c9" }, { "url": "https://leadmagic.io/legal/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-08T18:21:20.423512118Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e82a5382d718" }, { "url": "https://leadmagic.io/legal/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-08T18:21:21.919149444Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "21d19cb499da" } ], "updatedAt": "2026-10-08T18:21:24.024236948Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "SUPERFRUITS SAS (Gojiberry AI)", "b": "LeadMagic", "name": "Vendor" }, { "a": "https://ext.gojiberry.ai", "b": "https://api.leadmagic.io", "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": "Proprietary service under Gojiberry's General Terms", "b": "none", "name": "Licence" }, { "a": "none", "b": "48", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "none", "b": "2026-09-17", "name": "Last release" }, { "a": "no date given", "b": "2026-08-31", "name": "Terms last updated" }, { "a": "no date given", "b": "2026-09-20", "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": "yes", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "3.5/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "LeadMagic API + MCP scores 60.2 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. Gojiberry leads on reliability.", "question": "Which is better for AI agents, Gojiberry or LeadMagic API + MCP?" }, { "answer": "Both take an API key or an OAuth sign-in.", "question": "Do Gojiberry and LeadMagic API + MCP need an API key?" }, { "answer": "Yes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and LeadMagic API + MCP at https://api.leadmagic.io.", "question": "Can an agent call Gojiberry and LeadMagic API + MCP without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 74 against 55" ], "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`" }, { "aheadOn": [ "Schema \u0026 documentation, 93 against 61", "Agent ergonomics, 61 against 55", "Security \u0026 auth, 60 against 32", "Payments \u0026 pricing, 20 against 10", "Maintenance \u0026 community, 65 against 25" ], "also": null, "goodFor": "Verification and email or mobile finding in automated pipelines, especially at volume on the plans with credit-free search.", "slug": "leadmagic", "watchFor": "No free tier or trial credits, plans from $99 a month" } ], "job": { "capability": "lead.search", "name": "Lead search" }, "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/apollo-vs-leadmagic.json", "title": "Apollo API + MCP vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/apollo-vs-leadmagic" }, { "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/coresignal-vs-leadmagic.json", "title": "Coresignal API + MCP vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/coresignal-vs-leadmagic" }, { "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/crustdata-vs-leadmagic.json", "title": "Crustdata API + MCP vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/crustdata-vs-leadmagic" }, { "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/enrich-layer-vs-leadmagic.json", "title": "Enrich Layer API + MCP vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-leadmagic" }, { "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-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/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-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/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-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/leadmagic-vs-lusha.json", "title": "LeadMagic API + MCP vs Lusha API + MCP", "url": "https://www.anchorterminal.com/compare/leadmagic-vs-lusha" }, { "json": "https://www.anchorterminal.com/compare/leadmagic-vs-prospeo.json", "title": "LeadMagic API + MCP vs Prospeo API + MCP", "url": "https://www.anchorterminal.com/compare/leadmagic-vs-prospeo" }, { "json": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.json", "title": "Dropcontact API + MCP vs Gojiberry", "url": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry" }, { "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/hunter-vs-leadmagic.json", "title": "Hunter API + MCP vs LeadMagic API + MCP", "url": "https://www.anchorterminal.com/compare/hunter-vs-leadmagic" } ], "scores": [ { "by": 19, "edge": "gojiberry", "gojiberry": 74, "key": "reliability", "leadmagic": 55, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 32, "edge": "leadmagic", "gojiberry": 61, "key": "schema", "leadmagic": 93, "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 6, "edge": "leadmagic", "gojiberry": 55, "key": "ergonomics", "leadmagic": 61, "name": "Agent ergonomics", "weight": 13 }, { "by": 28, "edge": "leadmagic", "gojiberry": 32, "key": "security", "leadmagic": 60, "name": "Security \u0026 auth", "weight": 14 }, { "by": 10, "edge": "leadmagic", "gojiberry": 10, "key": "payments", "leadmagic": 20, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 40, "edge": "leadmagic", "gojiberry": 25, "key": "maintenance", "leadmagic": 65, "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 4, "edge": "leadmagic", "gojiberry": 59, "key": "transparency", "leadmagic": 63, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "LeadMagic API + MCP scores 60.2 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. Gojiberry leads on reliability. Both do lead search.", "verdicts": { "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.", "leadmagic": "RFC 9457 problem-details errors with `request_id`, and Retry-After on 429. No free tier or trial credits, plans from $99 a month." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic", "json": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.md", "slim": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.min.md" }, "markdown": "LeadMagic API + MCP scores 60.2 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. Gojiberry leads on reliability. Both do lead search.\n\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- LeadMagic API + MCP: grade C, 60.2/100, rank #361 of 629. Markdown https://www.anchorterminal.com/tools/leadmagic.md · JSON https://www.anchorterminal.com/api/v1/tools/leadmagic.json\n\n## Which one, for what\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 55\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### LeadMagic API + MCP (C)\n\nGood for: Verification and email or mobile finding in automated pipelines, especially at volume on the plans with credit-free search.\n\nAhead on:\n- Schema \u0026 documentation, 93 against 61\n- Agent ergonomics, 61 against 55\n- Security \u0026 auth, 60 against 32\n- Payments \u0026 pricing, 20 against 10\n- Maintenance \u0026 community, 65 against 25\n\nWatch for: No free tier or trial credits, plans from $99 a month\n\n\n## Score by category\n\n| Category | Weight | Gojiberry | LeadMagic API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 74 | 55 | Gojiberry +19 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 61 | 93 | LeadMagic API + MCP +32 |\n| Agent ergonomics | 13% (16.2 this run) | 55 | 61 | LeadMagic API + MCP +6 |\n| Security \u0026 auth | 14% (17.5 this run) | 32 | 60 | LeadMagic API + MCP +28 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 20 | LeadMagic API + MCP +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 25 | 65 | LeadMagic API + MCP +40 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 63 | LeadMagic API + MCP +4 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **47.9 · D** | **60.2 · C** | |\n\n## Facts side by side\n\n| Fact | Gojiberry | LeadMagic API + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | SUPERFRUITS SAS (Gojiberry AI) | LeadMagic |\n| Hosted endpoint | `https://ext.gojiberry.ai` | `https://api.leadmagic.io` |\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 | Proprietary service under Gojiberry's General Terms | none |\n| Tools exposed | none | 48 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | none | 2026-09-17 |\n| Terms last updated | no date given | 2026-08-31 |\n| Privacy policy last updated | no date given | 2026-09-20 |\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 | yes |\n| Terms or service can change without notice | yes | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Agent reviews | none | 3.5/5 (2) |\n\n## Verdicts\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**LeadMagic API + MCP.** RFC 9457 problem-details errors with `request_id`, and Retry-After on 429. No free tier or trial credits, plans from $99 a month.\n\n## Before you call either\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### LeadMagic API + MCP\n\n1. Call `preview_cost` before bulk work. It's free\n2. Read `X-Credits-Remaining` after each call instead of polling the balance\n3. Treat 402 as out of credits and wait out Retry-After on 429\n4. Keep credit-free search under 13,333 calls a day per account\n5. Retry `unknown` validations later. They cost nothing\n\n## Questions\n\n### Which is better for AI agents, Gojiberry or LeadMagic API + MCP?\n\nLeadMagic API + MCP scores 60.2 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. Gojiberry leads on reliability.\n\n### Do Gojiberry and LeadMagic API + MCP need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Gojiberry and LeadMagic API + MCP without installing anything?\n\nYes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and LeadMagic API + MCP at https://api.leadmagic.io.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gojiberry\", \"b\": \"leadmagic\"}`. From a terminal: `anchor compare gojiberry leadmagic`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gojiberry.json and https://www.anchorterminal.com/api/v1/tools/leadmagic.json\n\n## Other comparisons with Gojiberry or LeadMagic API + MCP\n\n- [Apollo API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/apollo-vs-gojiberry.md)\n- [Apollo API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/apollo-vs-leadmagic.md)\n- [Coresignal API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/coresignal-vs-gojiberry.md)\n- [Coresignal API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/coresignal-vs-leadmagic.md)\n- [Crustdata API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/crustdata-vs-gojiberry.md)\n- [Crustdata API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/crustdata-vs-leadmagic.md)\n- [Enrich Layer API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry.md)\n- [Enrich Layer API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-leadmagic.md)\n- [FullEnrich API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry.md)\n- [FullEnrich API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-leadmagic.md)\n- [Fuse MCP vs Gojiberry](https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry.md)\n- [Fuse MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-leadmagic.md)\n- [Gojiberry vs Hunter API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-hunter.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- [LeadMagic API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/leadmagic-vs-lusha.md)\n- [LeadMagic API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/leadmagic-vs-prospeo.md)\n- [Dropcontact API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.md)\n- [Dropcontact API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-leadmagic.md)\n- [Hunter API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/hunter-vs-leadmagic.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": "Gojiberry vs LeadMagic API + MCP", "url": "" } ], "description": "LeadMagic API + MCP scores 60.2 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. Gojiberry leads on reliability. Both do lead search. Category scores, facts, verdicts and agent notes side by side.", "facts": [ "Gojiberry D 47.9", "LeadMagic API + MCP C 60.2", "scores" ], "h1": "Gojiberry vs LeadMagic API + MCP", "image": "https://www.anchorterminal.com/assets/og/compare-gojiberry-vs-leadmagic.png", "path": "/compare/gojiberry-vs-leadmagic", "published": "2026-10-01", "section": "tools", "title": "Gojiberry vs LeadMagic API + MCP for AI agents, D 47.9 vs C 60.2", "toc": null, "updated": "2026-10-08", "url": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic" }, "tokens": { "markdown": 2200, "slim": 630 }, "version": 1 }