Pearch

官方

最佳人才搜索引擎，减少人才发现所花费的时间。

GitHub

试用此 MCP赞助

你可以用 Pearch MCP 做什么？

按自然语言搜索人才 — 询问类似“柏林的高级 React 开发者”这样的候选人，search_people 会返回匹配的个人资料，包含联系方式和洞察信息。
查找公司和潜在客户 — 使用 search_company_leads 发现 B2B 潜在客户，例如“旧金山 50-200 人的 AI 初创公司”，以及 CTO 等联系人，并可选择生成外联消息草稿。
丰富单个资料 — 向 get_profile 提供 LinkedIn 标识或电子邮件，以获取联系方式、实时刷新和 GitHub 丰富信息。
检查账户状态 — 调用 get_user_info 查看您的电子邮件、剩余积分和当前定价方案。

文档

Pearch.ai MCP

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

Tool	Description
search_people	Natural-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_leads	Find 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_profile	Look up and enrich a single person by LinkedIn slug or email (contact reveal, real-time refresh, GitHub enrichment).
get_user_info	Authenticated 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

Variable	Default	Purpose
`PEARCH_MCP_AUTH`	`api_key`	`oauth` \| `api_key` \| `none`. In `oauth` mode raw API-key bearers are still accepted (dual auth).
`PEARCH_MCP_BASE_URL`	`http://localhost:8000`	Public 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_SECRET`	—	Google OAuth 2.0 Web application client (register `<base_url>/auth/callback` as a redirect URI). Required in `oauth` mode.
`PEARCH_MCP_INTERNAL_TOKEN`	—	Shared secret for the Pearch API's internal email→API-key mapping endpoint. Required in `oauth` mode.
`PEARCH_MCP_OAUTH_STORE`	`disk`	`redis` 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_URIS`	built-in list	Comma-separated fnmatch patterns for MCP client redirect URIs (`*` = any).
`PEARCH_MCP_TOKEN_CACHE_TTL_S`	`300`	Verified-identity cache TTL; also the revocation lag.
`PEARCH_API_URL`	`https://api.pearch.ai`	Pearch API base (per-call `base_url` overrides).
`PEARCH_API_KEY`	`test_mcp_key`	Fallback key for stdio/local use.
`MCP_DISABLE_AUTH`	—	`1` 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.