{
  "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": "Lusha API + MCP scores 62.3 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "lusha",
      "name": "Lusha API + MCP",
      "vendor": "Lusha",
      "vendorUrl": "https://www.lusha.com",
      "kind": "http-api",
      "category": "lead-data",
      "summary": "Contact and company enrichment, filter-based prospecting, lookalikes, job-change and company signals, and webhooks over a versioned REST API with OpenAPI files.",
      "url": "https://www.anchorterminal.com/tools/lusha",
      "markdownUrl": "https://www.anchorterminal.com/tools/lusha.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/lusha.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/lusha.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.lusha.com",
      "packages": [],
      "auth": "mixed",
      "authNotes": "REST calls take an `api_key` header (lowercase, underscore). Keys belong to users and can carry per-key credit caps set by admins. The hosted MCP server at https://mcp.lusha.com takes OAuth in chat clients or an x-api-key header elsewhere. Webhooks are signed with HMAC-SHA256.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 40 credits a month. Starter $49.90 a month for 400 credits, Pro $69.90 for 600, Premium $399.90 for 3,400, with about 25 per cent off billed yearly, and Scale on quote. An email costs 1 credit, a phone 5 and company data 1, plus 1 credit per request (per 25 results in bulk), charged even when nothing matches (https://www.lusha.com/pricing/).",
      "priceSummary": "$49.90 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": 50,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.lusha.com",
      "llmsTxt": "https://docs.lusha.com/llms.txt",
      "openapi": "https://docs.lusha.com/openapi.json",
      "registryName": "com.lusha.mcp/mcp",
      "capabilities": [
        "lead.search",
        "lead.enrichment",
        "email.finder",
        "data.person",
        "data.company"
      ],
      "tags": [
        "hosted",
        "freemium",
        "mcp",
        "llms-txt",
        "openapi",
        "webhooks",
        "closed-source",
        "enterprise",
        "lead-search",
        "enrichment"
      ],
      "lastRelease": "2026-09-23",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.3,
        "grade": "B",
        "agentReady": false,
        "rank": 305,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 3,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 51,
          "maintenance": 82,
          "payments": 40,
          "reliability": 75,
          "schema": 83,
          "security": 59,
          "transparency": 80
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -4,
        "negativeNotes": [
          "On 2026-09-04 version 2.8.0 retired the Decision Makers API, launched on 2026-06-08 in 2.4.0, and removed it from the reference in a minor version with no notice period found (https://docs.lusha.com/changelog/overview)",
          "On 2026-03-10 version 2.2.0 moved Contact Lookalikes to `/v3/lookalike/contacts` with replaced schemas, marked not backwards compatible, in a minor version (https://docs.lusha.com/changelog/overview)"
        ],
        "verdict": "API key on every plan, including Free with 40 credits a month. At least 1 credit per request even when nothing matches.",
        "bestFor": "Sales teams that want contact and company enrichment, signals and prospecting from one vendor, with a free plan to start.",
        "strengths": [
          "API key on every plan, including Free with 40 credits a month",
          "Admins can cap each key's monthly credits",
          "Ten dated releases since 8 June 2026",
          "Privacy notice names sources, a DPO and an EU representative, with a removal page and subprocessor list",
          "SOC 2 Type II and a 99.95 per cent uptime SLA stated in the trust centre"
        ],
        "weaknesses": [
          "At least 1 credit per request even when nothing matches",
          "Decision Makers API removed 88 days after launch, and Contact Lookalikes changed incompatibly, both in minor versions",
          "50 MCP tools with no toolsets or read-only mode, including table writes and CRM export",
          "Free plan capped at 100 requests a day",
          "Contact data partly comes from members' shared CRM, email and calendar data"
        ],
        "agentNotes": [
          "Batch up to 25 contacts a request. A single bulk request costs 1 credit, not 1 per contact",
          "Ask for phones only when needed. A phone is 5 credits against 1 for an email",
          "Use the Buying Group endpoint. Decision Makers was retired on 2026-09-04",
          "Use `/v3/lookalike/contacts` for contact lookalikes",
          "Back off exponentially on 429. Free keys stop at 100 requests a day"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.3
          }
        ],
        "editorialScores": {
          "ergonomics": 51,
          "maintenance": 82,
          "payments": 40,
          "reliability": 75,
          "schema": 83,
          "security": 59,
          "transparency": 67
        },
        "provenanceScore": 92
      },
      "connect": {
        "http": "curl https://api.lusha.com/account/usage -H \"api_key: $LUSHA_API_KEY\"",
        "claudeCode": "claude mcp add --transport http lusha https://mcp.lusha.com",
        "config": {
          "mcpServers": {
            "lusha": {
              "headers": {
                "x-api-key": "${LUSHA_API_KEY}"
              },
              "url": "https://mcp.lusha.com"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/lead.search",
        "tool": "https://letme.dev/lusha"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter",
          "unit": "month",
          "usd": 49.9,
          "note": "400 credits"
        },
        {
          "item": "Pro",
          "unit": "month",
          "usd": 69.9,
          "note": "600 credits"
        },
        {
          "item": "Premium",
          "unit": "month",
          "usd": 399.9,
          "note": "3,400 credits"
        }
      ],
      "provenance": {
        "legalEntity": "Lusha Systems Inc.",
        "domain": "lusha.com",
        "domainRegistered": "1999-07-09",
        "endpointOnVendorDomain": true,
        "terms": "https://www.lusha.com/legal/terms_and_conditions-2/",
        "privacy": "https://www.lusha.com/legal/privacy_policy/",
        "statusPage": "https://status.lusha.com",
        "changelog": "https://docs.lusha.com/changelog/overview",
        "securityTxt": "valid",
        "checked": "2026-09-30",
        "notes": [
          "lusha.com was registered in 1999, long before Lusha was founded. The Delaware entity works with its Israeli affiliate Lusha Systems Ltd."
        ],
        "score": 92
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/lusha.json",
      "live": {
        "slug": "lusha",
        "probe": {
          "target": "https://api.lusha.com",
          "method": "get",
          "lastAt": "2026-10-08T18:20:34.047977191Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 137,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 142,
          "p95ms24h": 400,
          "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://status.lusha.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-08T18:22:06.99229076Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "com.lusha.mcp/mcp",
            "version": "1.0.0",
            "seenAt": "2026-10-08T02:42:52.272076636Z"
          }
        ],
        "securityTxt": {
          "url": "https://lusha.com/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-05-01T14:48:00Z",
          "checkedAt": "2026-10-08T15:38:44.144273196Z"
        },
        "llmsTxt": {
          "url": "https://docs.lusha.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:35.233504919Z"
        },
        "domain": {
          "domain": "lusha.com",
          "registered": "1999-07-09",
          "source": "https://rdap.verisign.com/com/v1/domain/lusha.com",
          "checkedAt": "2026-10-04T13:10:25.928147432Z"
        },
        "pages": [
          {
            "url": "https://docs.lusha.com/changelog/overview",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:19:02.964530973Z",
            "changedAt": "2026-10-07T18:05:14.239629192Z",
            "fingerprint": "a6104e90e97e"
          },
          {
            "url": "https://www.lusha.com/pricing/",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-07T18:12:48.83140882Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "f08a29786476"
          },
          {
            "url": "https://www.lusha.com/legal/privacy_policy/",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-07T18:12:44.426487182Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "f02acae6094e"
          },
          {
            "url": "https://www.lusha.com/legal/terms_and_conditions-2/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-07T18:12:47.142984656Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "f0614f5f443f"
          }
        ],
        "updatedAt": "2026-10-08T18:22:06.99229076Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "SUPERFRUITS SAS (Gojiberry AI)",
        "b": "Lusha",
        "name": "Vendor"
      },
      {
        "a": "https://ext.gojiberry.ai",
        "b": "https://api.lusha.com",
        "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": "50",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "not listed",
        "b": "com.lusha.mcp/mcp",
        "name": "MCP registry"
      },
      {
        "a": "none",
        "b": "2026-09-23",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2026-09-01",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "yes, with an opt-out",
        "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 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Lusha API + MCP scores 62.3 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, Gojiberry or Lusha API + MCP?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do Gojiberry and Lusha API + MCP need an API key?"
      },
      {
        "answer": "Yes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and Lusha API + MCP at https://api.lusha.com.",
        "question": "Can an agent call Gojiberry and Lusha API + MCP without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": null,
        "also": [
          "No incidents deducted, where Lusha API + MCP loses 4 points for them"
        ],
        "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, 83 against 61",
          "Security \u0026 auth, 59 against 32",
          "Payments \u0026 pricing, 40 against 10",
          "Maintenance \u0026 community, 82 against 25",
          "Transparency \u0026 trust, 80 against 59"
        ],
        "also": null,
        "goodFor": "Sales teams that want contact and company enrichment, signals and prospecting from one vendor, with a free plan to start.",
        "slug": "lusha",
        "watchFor": "At least 1 credit per request even when nothing matches"
      }
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        "json": "https://www.anchorterminal.com/compare/coresignal-vs-lusha.json",
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        "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-lusha.json",
        "title": "Enrich Layer API + MCP vs Lusha API + MCP",
        "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-lusha"
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    "scores": [
      {
        "by": 1,
        "edge": "lusha",
        "gojiberry": 74,
        "key": "reliability",
        "lusha": 75,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 22,
        "edge": "lusha",
        "gojiberry": 61,
        "key": "schema",
        "lusha": 83,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 4,
        "edge": "gojiberry",
        "gojiberry": 55,
        "key": "ergonomics",
        "lusha": 51,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 27,
        "edge": "lusha",
        "gojiberry": 32,
        "key": "security",
        "lusha": 59,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 30,
        "edge": "lusha",
        "gojiberry": 10,
        "key": "payments",
        "lusha": 40,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 57,
        "edge": "lusha",
        "gojiberry": 25,
        "key": "maintenance",
        "lusha": 82,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 21,
        "edge": "lusha",
        "gojiberry": 59,
        "key": "transparency",
        "lusha": 80,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Lusha API + MCP scores 62.3 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. 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.",
      "lusha": "API key on every plan, including Free with 40 credits a month. At least 1 credit per request even when nothing matches."
    }
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  "markdown": "Lusha API + MCP scores 62.3 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. 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- Lusha API + MCP: grade B, 62.3/100, rank #305 of 629. Markdown https://www.anchorterminal.com/tools/lusha.md · JSON https://www.anchorterminal.com/api/v1/tools/lusha.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\nAlso in its favour:\n- No incidents deducted, where Lusha API + MCP loses 4 points for them\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### Lusha API + MCP (B)\n\nGood for: Sales teams that want contact and company enrichment, signals and prospecting from one vendor, with a free plan to start.\n\nAhead on:\n- Schema \u0026 documentation, 83 against 61\n- Security \u0026 auth, 59 against 32\n- Payments \u0026 pricing, 40 against 10\n- Maintenance \u0026 community, 82 against 25\n- Transparency \u0026 trust, 80 against 59\n\nWatch for: At least 1 credit per request even when nothing matches\n\n\n## Score by category\n\n| Category | Weight | Gojiberry | Lusha API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 74 | 75 | Lusha API + MCP +1 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 61 | 83 | Lusha API + MCP +22 |\n| Agent ergonomics | 13% (16.2 this run) | 55 | 51 | Gojiberry +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 32 | 59 | Lusha API + MCP +27 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 40 | Lusha 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 | 82 | Lusha API + MCP +57 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 80 | Lusha API + MCP +21 |\n| Negative events | ≤15 | 0 | -4 | |\n| **Total** | | **47.9 · D** | **62.3 · B** | |\n\n## Facts side by side\n\n| Fact | Gojiberry | Lusha API + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | SUPERFRUITS SAS (Gojiberry AI) | Lusha |\n| Hosted endpoint | `https://ext.gojiberry.ai` | `https://api.lusha.com` |\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 | 50 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | not listed | `com.lusha.mcp/mcp` |\n| Last release | none | 2026-09-23 |\n| Terms last updated | no date given | no date given |\n| Privacy policy last updated | no date given | 2026-09-01 |\n| Customer content may train models | not found in the text | yes, with an opt-out |\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 (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**Lusha API + MCP.** API key on every plan, including Free with 40 credits a month. At least 1 credit per request even when nothing matches.\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### Lusha API + MCP\n\n1. Batch up to 25 contacts a request. A single bulk request costs 1 credit, not 1 per contact\n2. Ask for phones only when needed. A phone is 5 credits against 1 for an email\n3. Use the Buying Group endpoint. Decision Makers was retired on 2026-09-04\n4. Use `/v3/lookalike/contacts` for contact lookalikes\n5. Back off exponentially on 429. Free keys stop at 100 requests a day\n\n## Questions\n\n### Which is better for AI agents, Gojiberry or Lusha API + MCP?\n\nLusha API + MCP scores 62.3 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories.\n\n### Do Gojiberry and Lusha 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 Lusha API + MCP without installing anything?\n\nYes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and Lusha API + MCP at https://api.lusha.com.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gojiberry-vs-lusha.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gojiberry-vs-lusha.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gojiberry\", \"b\": \"lusha\"}`. From a terminal: `anchor compare gojiberry lusha`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gojiberry.json and https://www.anchorterminal.com/api/v1/tools/lusha.json\n\n## Other comparisons with Gojiberry or Lusha API + MCP\n\n- [Apollo API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/apollo-vs-gojiberry.md)\n- [Apollo API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/apollo-vs-lusha.md)\n- [Coresignal API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/coresignal-vs-gojiberry.md)\n- [Coresignal API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/coresignal-vs-lusha.md)\n- [Crustdata API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/crustdata-vs-gojiberry.md)\n- [Crustdata API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/crustdata-vs-lusha.md)\n- [Enrich Layer API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry.md)\n- [Enrich Layer API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-lusha.md)\n- [FullEnrich API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry.md)\n- [FullEnrich API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-lusha.md)\n- [Fuse MCP vs Gojiberry](https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry.md)\n- [Fuse MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/fuse-mcp-vs-lusha.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 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- [Lusha API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/lusha-vs-prospeo.md)\n- [Dropcontact API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.md)\n- [Dropcontact API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-lusha.md)\n- [Hunter API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/hunter-vs-lusha.md)\n",
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    "description": "Lusha API + MCP scores 62.3 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in 6 of 7 scored categories. Both do lead search. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Gojiberry vs Lusha API + MCP for AI agents, D 47.9 vs B 62.3",
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