Head to head · Lead search · October 2026 research run

Enrich Layer API + MCP vs Gojiberry

Enrich Layer API + MCP scores 55.8 (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.

Which one, for what

Enrich Layer API + MCP C

Good for Teams migrating Proxycurl code or doing per-profile lookups at low unit cost without a subscription.

Ahead on

  • Schema & documentation, 76 against 61
  • Agent ergonomics, 68 against 55
  • Security & auth, 40 against 32
  • Payments & pricing, 40 against 10

Also in its favour

  • Runs on your own machine
  • Free to start without a card

Watch for

Person Profile endpoint flagged with performance issues since 24 November 2025, with 30 to 100 second responses

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 65

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 runEnrich Layer API + MCPGojiberryEdge
Reliability16%206574Gojiberry +9
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27661Enrich Layer API + MCP +15
Agent ergonomics13%16.26855Enrich Layer API + MCP +13
Security & auth14%17.54032Enrich Layer API + MCP +8
Payments & pricing10%12.54010Enrich Layer API + MCP +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82625Enrich Layer API + MCP +1
Transparency & trust7%8.85859Gojiberry +1
Negative events≤1500
Total55.8 · C47.9 · D

Facts side by side

FactEnrich Layer API + MCPGojiberry
KindHTTP APIHTTP API
VendorEnrich LayerSUPERFRUITS SAS (Gojiberry AI)
Hosted endpointhttps://enrichlayer.com/api/v2https://ext.gojiberry.ai
TransportsHTTP, stdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingPay per usePaid
x402nono
LicenceMITProprietary service under Gojiberry's General Terms
Tools exposed25none
Read-only variant documentednono
llms.txtyesno
Last release2026-06-19none
Terms last updated2025-06-09no date given
Privacy policy last updated2025-06-09no 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 noticeyesyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularity0 stars, 26 npm/wknone
Agent reviews3/5 (2)none

Verdicts

Enrich Layer API + MCP

Pay-as-you-go credits from $10, non-expiring unless idle for 18 months. Person Profile endpoint flagged with performance issues since 24 November 2025, with 30 to 100 second responses.

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

Enrich Layer API + MCP

  1. Top up once before testing. Trial keys run at 2 requests a minute
  2. Set the person profile timeout to at least 100 seconds
  3. Ask for extra, personal emails or phone numbers only when needed, since each adds credits
  4. Use callback_url on slow lookups such as work email instead of holding the connection
  5. Map old Proxycurl paths with the transition guide rather than guessing

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, Enrich Layer API + MCP or Gojiberry?

Enrich Layer API + MCP scores 55.8 (C) on agent readiness against Gojiberry's 47.9 (D), and leads in 5 of 7 scored categories. Gojiberry leads on reliability.

Do Enrich Layer API + MCP and Gojiberry need an API key?

Enrich Layer API + MCP needs an API key. Gojiberry takes an API key or an OAuth sign-in.

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

Yes. Enrich Layer API + MCP has a hosted endpoint at https://enrichlayer.com/api/v2 and Gojiberry at https://ext.gojiberry.ai.

Other comparisons with Enrich Layer API + MCP or Gojiberry

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