{
  "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": "2026-10-08T19:08:47.871654498Z",
          "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"
      }
    },
    "answer": "Hunter API + MCP scores 56.5 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 5 of 7 scored categories. Gojiberry leads on reliability.",
    "b": {
      "slug": "hunter",
      "name": "Hunter API + MCP",
      "vendor": "Hunter",
      "vendorUrl": "https://hunter.io",
      "kind": "http-api",
      "category": "lead-data",
      "summary": "Email finder, email verifier, domain search, company discovery and person and company enrichment over a REST API, plus a hosted MCP server that also drives Hunter's leads, lists and cold-email sequences.",
      "url": "https://www.anchorterminal.com/tools/hunter",
      "markdownUrl": "https://www.anchorterminal.com/tools/hunter.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/hunter.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/hunter.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.hunter.io/v2",
      "packages": [],
      "auth": "mixed",
      "authNotes": "REST takes the key in the `X-API-Key` header (the `?api_key=` query form still works but puts the key in logs). Hosted MCP at mcp.hunter.io uses OAuth for Claude, ChatGPT and Gemini, or the same `X-API-Key` header for other clients. A `test-api-key` returns dummy responses on Domain Search, Email Finder and Email Verifier.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 50 credits a month and API access. Starter $49 a month ($34 billed yearly, 2,000 credits), Growth $149 ($104 yearly, 10,000 credits), Scale $299 ($209 yearly, 25,000 credits), Enterprise custom. One credit per email found by Email Finder or Domain Search (Bulk Domain Search is 1 credit per 10 emails), 0.5 per verification, nothing when no result comes back, and repeat lookups count once per billing period. Discover (company search) and Email Count are free. An API-only Data Platform sells search and verification credits in bulk, valid 12 months (https://hunter.io/pricing).",
      "priceSummary": "$49 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 mention in the API docs, MCP docs or pricing (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": 107,
      "popularity": {
        "githubStars": 9,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://hunter.io/api-documentation/v2",
      "llmsTxt": "https://hunter.io/llms.txt",
      "openapi": "https://hunter.io/openapi.json",
      "capabilities": [
        "email.finder",
        "email.verification",
        "lead.search",
        "lead.enrichment",
        "data.company",
        "data.person"
      ],
      "tags": [
        "lead-search",
        "enrichment",
        "email-verification",
        "hosted",
        "freemium",
        "no-card",
        "mcp",
        "llms-txt",
        "openapi",
        "webhooks",
        "closed-source"
      ],
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 56.5,
        "grade": "C",
        "agentReady": false,
        "rank": 435,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 6,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 54,
          "maintenance": 63,
          "payments": 40,
          "reliability": 50,
          "schema": 90,
          "security": 33,
          "transparency": 78
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Returns 451 for people who asked not to be processed. Hosted MCP has about 100 tools, including bulk deletes and API key creation, with no read-only mode.",
        "bestFor": "Finding and verifying work emails from a domain or a name, where GDPR handling of the people looked up matters.",
        "strengths": [
          "Returns 451 for people who asked not to be processed",
          "Privacy policy names its sources, cites a legitimate interest assessment and DPIA, and hosts in Belgium",
          "Free plan with API and MCP access, no card",
          "Charges only when an email is found or a verification completes, and repeats in a billing period are free",
          "OpenAPI JSON, llms.txt, llms-full.txt and a test key with dummy responses"
        ],
        "weaknesses": [
          "Hosted MCP has about 100 tools, including bulk deletes and API key creation, with no read-only mode",
          "API key accepted in the `api_key` query string",
          "Rate limits answer 403 and quota exhaustion answers 429",
          "No security page, security.txt, bug bounty or certification found",
          "Status page renders client-side and its history couldn't be read"
        ],
        "agentNotes": [
          "Treat 451 as final. The person opted out and retrying won't help",
          "Back off on 403 with a rate-limit message. 429 means the plan's credits are gone",
          "Send the key in `X-API-Key`, never as `?api_key=`",
          "Use `test-api-key` to check request shapes without spending credits",
          "Use the hosted MCP at mcp.hunter.io/mcp, not the deprecated local npm package"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 56.5
          }
        ],
        "editorialScores": {
          "ergonomics": 54,
          "maintenance": 63,
          "payments": 40,
          "reliability": 50,
          "schema": 90,
          "security": 33,
          "transparency": 71
        },
        "provenanceScore": 84
      },
      "connect": {
        "http": "curl \"https://api.hunter.io/v2/domain-search?domain=stripe.com\u0026limit=5\" -H \"X-API-Key: $HUNTER_API_KEY\"",
        "claudeCode": "claude mcp add --transport http hunter https://mcp.hunter.io/mcp"
      },
      "letme": {
        "capability": "https://letme.dev/email.finder",
        "tool": "https://letme.dev/hunter"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 49,
          "note": "2,000 credits. $34 a month billed yearly"
        },
        {
          "item": "Growth plan",
          "unit": "month",
          "usd": 149,
          "note": "10,000 credits. $104 a month billed yearly"
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 299,
          "note": "25,000 credits. $209 a month billed yearly"
        },
        {
          "item": "Email found or verified",
          "unit": "credit",
          "usd": 0.0245,
          "note": "Starter monthly, $49 for 2,000 credits. One email found is 1 credit, one verification 0.5"
        }
      ],
      "provenance": {
        "legalEntity": "Hunter Web Services, Inc.",
        "domain": "hunter.io",
        "domainRegistered": "2012-08-24",
        "endpointOnVendorDomain": true,
        "terms": "https://hunter.io/terms-of-service",
        "privacy": "https://hunter.io/privacy-policy",
        "statusPage": "https://status.hunter.io",
        "changelog": "https://hunter.io/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "hunter.io served the pricing page in euros from our location. USD figures match the same numbers and third-party reports"
        ],
        "score": 84
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/hunter.json",
      "live": {
        "slug": "hunter",
        "probe": {
          "target": "https://api.hunter.io/v2",
          "method": "get",
          "lastAt": "2026-10-08T19:08:49.484354295Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 163,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 106,
          "p95ms24h": 180,
          "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.hunter.io",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-08T17:50:46.329676507Z"
        },
        "securityTxt": {
          "url": "https://hunter.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:39:08.451696981Z"
        },
        "llmsTxt": {
          "url": "https://hunter.io/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:31.703292033Z"
        },
        "domain": {
          "domain": "hunter.io",
          "checkedAt": "2026-10-04T13:05:34.738925095Z"
        },
        "pages": [
          {
            "url": "https://hunter.io/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:54.682281696Z",
            "changedAt": "2026-10-08T18:20:54.682281696Z",
            "fingerprint": "646788a7e0c7"
          },
          {
            "url": "https://hunter.io/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:56.84730454Z",
            "changedAt": "2026-10-08T18:20:56.84730454Z",
            "fingerprint": "3d32f5685e97"
          },
          {
            "url": "https://hunter.io/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:58.809513027Z",
            "changedAt": "2026-10-08T18:20:58.809513027Z",
            "fingerprint": "c2ea1ffda353"
          },
          {
            "url": "https://hunter.io/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:21:00.870589486Z",
            "changedAt": "2026-10-08T18:21:00.870589486Z",
            "fingerprint": "8093d765728f"
          }
        ],
        "updatedAt": "2026-10-08T19:08:49.484354295Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "SUPERFRUITS SAS (Gojiberry AI)",
        "b": "Hunter",
        "name": "Vendor"
      },
      {
        "a": "https://ext.gojiberry.ai",
        "b": "https://api.hunter.io/v2",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Paid",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under Gojiberry's General Terms",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "none",
        "b": "107",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "no date given",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "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": "yes",
        "b": "not found in the text",
        "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": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "9 stars",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Hunter API + MCP scores 56.5 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 5 of 7 scored categories. Gojiberry leads on reliability.",
        "question": "Which is better for AI agents, Gojiberry or Hunter API + MCP?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do Gojiberry and Hunter API + MCP need an API key?"
      },
      {
        "answer": "Yes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and Hunter API + MCP at https://api.hunter.io/v2.",
        "question": "Can an agent call Gojiberry and Hunter API + MCP without installing anything?"
      }
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        ],
        "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, 90 against 61",
          "Payments \u0026 pricing, 40 against 10",
          "Maintenance \u0026 community, 63 against 25",
          "Transparency \u0026 trust, 78 against 59"
        ],
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "Finding and verifying work emails from a domain or a name, where GDPR handling of the people looked up matters.",
        "slug": "hunter",
        "watchFor": "Hosted MCP has about 100 tools, including bulk deletes and API key creation, with no read-only mode"
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      {
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        "by": 24,
        "edge": "gojiberry",
        "gojiberry": 74,
        "hunter": 50,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 29,
        "edge": "hunter",
        "gojiberry": 61,
        "hunter": 90,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 1,
        "edge": "gojiberry",
        "gojiberry": 55,
        "hunter": 54,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 1,
        "edge": "hunter",
        "gojiberry": 32,
        "hunter": 33,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 30,
        "edge": "hunter",
        "gojiberry": 10,
        "hunter": 40,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 38,
        "edge": "hunter",
        "gojiberry": 25,
        "hunter": 63,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 19,
        "edge": "hunter",
        "gojiberry": 59,
        "hunter": 78,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Hunter API + MCP scores 56.5 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 5 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.",
      "hunter": "Returns 451 for people who asked not to be processed. Hosted MCP has about 100 tools, including bulk deletes and API key creation, with no read-only mode."
    }
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  "markdown": "Hunter API + MCP scores 56.5 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 5 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- Hunter API + MCP: grade C, 56.5/100, rank #435 of 629. Markdown https://www.anchorterminal.com/tools/hunter.md · JSON https://www.anchorterminal.com/api/v1/tools/hunter.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 50\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### Hunter API + MCP (C)\n\nGood for: Finding and verifying work emails from a domain or a name, where GDPR handling of the people looked up matters.\n\nAhead on:\n- Schema \u0026 documentation, 90 against 61\n- Payments \u0026 pricing, 40 against 10\n- Maintenance \u0026 community, 63 against 25\n- Transparency \u0026 trust, 78 against 59\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: Hosted MCP has about 100 tools, including bulk deletes and API key creation, with no read-only mode\n\n\n## Score by category\n\n| Category | Weight | Gojiberry | Hunter API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 74 | 50 | Gojiberry +24 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 61 | 90 | Hunter API + MCP +29 |\n| Agent ergonomics | 13% (16.2 this run) | 55 | 54 | Gojiberry +1 |\n| Security \u0026 auth | 14% (17.5 this run) | 32 | 33 | Hunter API + MCP +1 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 40 | Hunter API + MCP +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 25 | 63 | Hunter API + MCP +38 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 78 | Hunter API + MCP +19 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **47.9 · D** | **56.5 · C** | |\n\n## Facts side by side\n\n| Fact | Gojiberry | Hunter API + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | SUPERFRUITS SAS (Gojiberry AI) | Hunter |\n| Hosted endpoint | `https://ext.gojiberry.ai` | `https://api.hunter.io/v2` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Paid | Freemium |\n| x402 | no | no |\n| Licence | Proprietary service under Gojiberry's General Terms | none |\n| Tools exposed | none | 107 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Terms last updated | no date given | no date given |\n| Privacy policy last updated | no date given | no date given |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\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 | not found in the text |\n| Popularity | none | 9 stars |\n| Agent reviews | none | 3/5 (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**Hunter API + MCP.** Returns 451 for people who asked not to be processed. Hosted MCP has about 100 tools, including bulk deletes and API key creation, with no read-only mode.\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### Hunter API + MCP\n\n1. Treat 451 as final. The person opted out and retrying won't help\n2. Back off on 403 with a rate-limit message. 429 means the plan's credits are gone\n3. Send the key in `X-API-Key`, never as `?api_key=`\n4. Use `test-api-key` to check request shapes without spending credits\n5. Use the hosted MCP at mcp.hunter.io/mcp, not the deprecated local npm package\n\n## Questions\n\n### Which is better for AI agents, Gojiberry or Hunter API + MCP?\n\nHunter API + MCP scores 56.5 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 5 of 7 scored categories. Gojiberry leads on reliability.\n\n### Do Gojiberry and Hunter 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 Hunter API + MCP without installing anything?\n\nYes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and Hunter API + MCP at https://api.hunter.io/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gojiberry-vs-hunter.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gojiberry-vs-hunter.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gojiberry\", \"b\": \"hunter\"}`. From a terminal: `anchor compare gojiberry hunter`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gojiberry.json and https://www.anchorterminal.com/api/v1/tools/hunter.json\n\n## Other comparisons with Gojiberry or Hunter API + MCP\n\n- [Apollo API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/apollo-vs-gojiberry.md)\n- [Apollo API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/apollo-vs-hunter.md)\n- [Coresignal API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/coresignal-vs-gojiberry.md)\n- [Coresignal API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/coresignal-vs-hunter.md)\n- [Crustdata API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/crustdata-vs-gojiberry.md)\n- [Crustdata API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/crustdata-vs-hunter.md)\n- [Enrich Layer API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry.md)\n- [Enrich Layer API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-hunter.md)\n- [FullEnrich API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry.md)\n- [FullEnrich API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-hunter.md)\n- [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- [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- [Dropcontact API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.md)\n- [Dropcontact API + MCP vs Hunter API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-hunter.md)\n- [Hunter API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/hunter-vs-leadmagic.md)\n- [Hunter API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/hunter-vs-lusha.md)\n- [Hunter API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/hunter-vs-prospeo.md)\n",
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    "title": "Gojiberry vs Hunter API + MCP for AI agents, D 47.9 vs C 56.5",
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