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Pearch-ai/mcp_pearch

🎖️ - Best people search engine that reduces the time spent on talent discovery

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янв. 2026 г.
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Pearch.ai MCP

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MCP server for Pearch.AI: natural-language search over people and companies/leads (B2B). Use it from Claude, Cursor, VS Code, or any MCP-compatible client.

Evaluating AI Recruitment Sourcing Tools by Human Preference

Tools

ToolDescription
search_peopleNatural-language people search (e.g. "software engineers in California with 5+ years Python"). Supports fast/pro/superfast search types, contact reveal & contact filters, real-time profile refresh, insights, and thread-based pagination/follow-ups.
search_company_leadsFind companies and leads/contacts within them (B2B). Example: company "AI startups in SF, 50–200 employees" + leads "CTOs and engineering managers", with optional personalized outreach messages.
get_profileLook up and enrich a single person by LinkedIn slug or email (contact reveal, real-time refresh, GitHub enrichment).
get_user_infoAuthenticated user info: email, remaining credits, pricing plan. Free.

Custom structured filters (custom_filters / search_requirements) are intentionally not exposed — describe everything in the natural-language query.

Remote server (recommended)

The hosted server lives at https://mcp.pearch.ai/mcp and supports two auth schemes at once:

OAuth (no key handling)

Add the server without any headers — OAuth-capable clients (Claude, Cursor, VS Code) discover the flow automatically and open a Google sign-in. Sign in with the Google account whose email matches your Pearch account:

claude mcp add --transport http pearch https://mcp.pearch.ai/mcp

Your searches bill credits against your own Pearch account. If your Pearch account has no API key yet, create one first in the Pearch.ai Dashboard.

API key

Pass the same Pearch API key as api.pearch.ai:

{
  "mcpServers": {
    "Pearch.ai": {
      "url": "https://mcp.pearch.ai/mcp",
      "headers": {
        "Authorization": "Bearer ${env:PEARCH_API_KEY}"
      }
    }
  }
}

Use test_mcp_key for masked (sample) results — no sign-up required.

Local (stdio) installation

Requires Python 3.10+ and pip install -r requirements.txt (or pip install fastmcp).

Claude Desktop / Claude Code

fastmcp install claude-desktop pearch_mcp.py --env PEARCH_API_KEY=test_mcp_key

Or manually under mcpServers:

"Pearch.ai": {
  "command": "python",
  "args": ["/path/to/mcp_pearch/pearch_mcp.py"],
  "env": { "PEARCH_API_KEY": "test_mcp_key" }
}

Cursor

fastmcp install cursor pearch_mcp.py --env PEARCH_API_KEY=test_mcp_key

Replace test_mcp_key with your dashboard key for full results.

Running your own HTTP server

uvicorn pearch_mcp:app --host 0.0.0.0 --port 8000

Health: GET /health or /healthcheck (reports the auth mode).

Environment variables

VariableDefaultPurpose
PEARCH_MCP_AUTHapi_keyoauth | api_key | none. In oauth mode raw API-key bearers are still accepted (dual auth).
PEARCH_MCP_BASE_URLhttp://localhost:8000Public URL of this server. OAuth metadata, token audience, and the /auth/callback redirect URI all derive from it.
PEARCH_MCP_GOOGLE_CLIENT_ID / PEARCH_MCP_GOOGLE_CLIENT_SECRETGoogle OAuth 2.0 Web application client (register <base_url>/auth/callback as a redirect URI). Required in oauth mode.
PEARCH_MCP_INTERNAL_TOKENShared secret for the Pearch API's internal email→API-key mapping endpoint. Required in oauth mode.
PEARCH_MCP_OAUTH_STOREdiskredis keeps OAuth state (client registrations, tokens — encrypted) in Redis so it survives restarts and allows >1 replica.
PEARCH_MCP_OAUTH_REDIS_HOST / REDIS_ENDPOINT, REDIS_PORT, PEARCH_MCP_OAUTH_REDIS_DB, REDIS_PASSWORD—, 6379, 4, —Redis connection for the OAuth store.
PEARCH_MCP_ALLOWED_CLIENT_REDIRECT_URISbuilt-in listComma-separated fnmatch patterns for MCP client redirect URIs (* = any).
PEARCH_MCP_TOKEN_CACHE_TTL_S300Verified-identity cache TTL; also the revocation lag.
PEARCH_API_URLhttps://api.pearch.aiPearch API base (per-call base_url overrides).
PEARCH_API_KEYtest_mcp_keyFallback key for stdio/local use.
MCP_DISABLE_AUTH1 is equivalent to PEARCH_MCP_AUTH=none (local dev only).

In oauth mode the ingress/reverse proxy must route the whole host to the server, not just /mcp: the flow adds /.well-known/oauth-*, /authorize, /token, /register, /revoke, /consent, and /auth/callback.

Development

export PEARCH_API_KEY='test_mcp_key'   # or your key for full results
fastmcp dev inspector pearch_mcp.py

Privacy Policy

Pearch.AI's privacy policy: https://pearch.ai/privacy-policy — covers data collection, usage, storage, third-party sharing, retention, and contact information. Data deletion / opt-out: https://pearch.ai/opt-out. Terms of service: https://pearch.ai/tos.

Support

License

MIT — see LICENSE.

Теги
PythonCloud