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Head to head · Lead search · October 2026 research run

Crustdata API + MCP vs Gojiberry

Crustdata API + MCP scores 53.4 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability and payments & pricing. Both do lead search.

Crustdata API + MCPCrustdata · HTTP API D53.4/100#434 of 578 GojiberrySUPERFRUITS SAS (Gojiberry AI) · HTTP API D47.9/100#494 of 578

Which one, for what

Crustdata API + MCP D

Good for Agents that monitor companies, people, jobs or posts over time and need change notifications.

Ahead on

  • Schema & documentation, 89 against 61
  • Agent ergonomics, 73 against 55
  • Security & auth, 56 against 32
  • Maintenance & community, 67 against 25

Watch for

No status page and no SLA

Gojiberry D

Good 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.

Ahead on

  • Reliability, 74 against 45
  • Payments & pricing, 10 against 5

Also in its favour

  • No incidents deducted, where Crustdata API + MCP loses 3 points for them

Watch 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

Score by category

CategoryWeight this runCrustdata API + MCPGojiberryEdge
Reliability16%204574Gojiberry +29
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28961Crustdata API + MCP +28
Agent ergonomics13%16.27355Crustdata API + MCP +18
Security & auth14%17.55632Crustdata API + MCP +24
Payments & pricing10%12.5510Gojiberry +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86725Crustdata API + MCP +42
Transparency & trust7%8.85559Gojiberry +4
Negative events≤15-30
Total53.4 · D47.9 · D

Facts side by side

FactCrustdata API + MCPGojiberry
KindHTTP APIHTTP API
VendorCrustdataSUPERFRUITS SAS (Gojiberry AI)
Hosted endpointhttps://api.crustdata.comhttps://ext.gojiberry.ai
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingPay per usePaid
x402nono
LicencenoneProprietary service under Gojiberry's General Terms
Read-only variant documentednono
llms.txtyesno
Terms last updatedno date givenno date given
Privacy policy last updated2025-05-19no date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Agent reviews2.5/5 (2)none

Verdicts

Crustdata API + MCP

Per-field credit prices, readable per account from /account/endpoints, and X-Credits-Used on every response. No status page and no SLA.

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.

Before you call either

Crustdata API + MCP

  1. Always send x-api-version: 2025-11-01. Unpinned calls get the latest version
  2. Call /account/endpoints first to see what your plan enables and what each field costs
  3. Ask only for the premium field groups you need, since each one bills
  4. Poll GET /batch/{id} before submitting more batch jobs. Active jobs count against a cap of 5 to 30
  5. Read the crustdata://catalog resource before calling MCP tools

Gojiberry

  1. Send Authorization: Bearer <key> to https://mcp.gojiberry.ai. The value must start with the word Bearer or the connection fails
  2. Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads
  3. Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes
  4. 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
  5. Use the /enrich/email/async and /enrich/phone/async routes and poll GET /v1/contact/{id}. The synchronous routes can take minutes

Questions

Which is better for AI agents, Crustdata API + MCP or Gojiberry?

Crustdata API + MCP scores 53.4 (D) on agent readiness against Gojiberry's 47.9 (D), and leads in 4 of 7 scored categories. Gojiberry leads on reliability and payments & pricing.

Do Crustdata API + MCP and Gojiberry need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Crustdata API + MCP and Gojiberry without installing anything?

Yes. Crustdata API + MCP has a hosted endpoint at https://api.crustdata.com and Gojiberry at https://ext.gojiberry.ai.

Other comparisons with Crustdata API + MCP or Gojiberry

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