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  1. Home
  2. ๐Ÿ”Ž Search & Data Extraction
  3. MCP Pearch
MCP Pearch logo
Health: ActiveRecent health check succeeded.Last checked 9/11/2026, 1:45:29 PM

MCP Pearch

User RatingsBe the first to rate and review this MCP server!
View Repository9 GitHub StarsTotal stargazers on GitHub for the source repository (9 stars).Visit Website
searchpeopleb2brecruitmentleads

MCP server for natural-language search of people and B2B company leads with profile insights and scoring.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag โ€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON โ–พ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "pearch-ai-mcp-pearch": {
      "command": "uvx",
      "args": [
        "fastmcp"
      ]
    }
  }
}

๐Ÿ’ก Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (4) Directory Badge Claim listing Alternatives๐Ÿ”Ž More in Search & Data Extraction

Overview

This MCP server enables natural-language queries to find people and company leads, useful for talent discovery and B2B lead generation. It supports searching for candidates by skills, location, and experience, as well as finding companies and relevant contacts within them. The server works with MCP-compatible clients like Cursor, Claude Desktop, and VS Code. It offers a test API key for sample results and supports full results via a user-provided API key.

Use cases

โ€ขSearch for software engineers or other professionals by skills and location
โ€ขFind companies matching criteria such as industry and size
โ€ขDiscover leads and contacts within target companies
โ€ขIntegrate people and company search into AI agent workflows
โ€ขEvaluate candidate profiles with scoring and insights

Key features

โ€ขNatural-language search for people with optional profile scoring
โ€ขSearch for companies and B2B leads/contacts
โ€ขSupports masked sample results with test API key
โ€ขFull results via user API key from Pearch.ai dashboard
โ€ขCompatible with multiple MCP clients
โ€ขCan run locally or as a remote HTTP server

Capabilities & Tool Schemas (4) ~173 tokensApproximate context cost of this serverโ€™s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server โ€” may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by MCP Pearch.

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, 50โ€“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.

Documentation Overview

Pearch.ai MCP

Trust Score

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, 50โ€“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 โ€” 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 โ€” 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:

Terminal
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:

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

Use test_mcp_key for masked (sample) results โ€” 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

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

Or manually under mcpServers:

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

Cursor

bash
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

bash
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_SECRETโ€”Google OAuth 2.0 Web application client (register <base_url>/auth/callback as a redirect URI). Required in oauth mode.
PEARCH_MCP_INTERNAL_TOKENโ€”Shared secret for the Pearch API's internal emailโ†’API-key mapping endpoint. Required in oauth mode.
PEARCH_MCP_OAUTH_STOREdiskredis keeps OAuth state (client registrations, tokens โ€” 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_PASSWORDโ€”, 6379, 4, โ€”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_AUTHโ€”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

server.ts
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 โ€” 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

  • Open an issue
  • f@pearch.ai

License

MIT โ€” see LICENSE.

Read the full README โ†’View source on GitHub โ†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks โ€” not a rating.

GitHub stars
9
Stargazers on the source repository.
npm downloads
2.1M
Package downloads in the last 30 days.
Last commit
16d ago
Most recent push to the default branch.
Tools exposed
4
Callable tools this server registers over MCP.
Directory activity
2 views
Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet โ€” be the first to share how this listing worked for you.

Frequently Asked Questions about MCP Pearch

Obtain an API key from the Pearch.ai Dashboard and set it as PEARCH_API_KEY in your MCP configuration.

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Technical Specs & Signals

Category๐Ÿ”ŽSearch & Data Extraction
PricingFreemium
More technical detailsExpand โ–พ
TransportSTDIO
RuntimePython
AuthAPI key
LicenseMIT
ClientsClaude Desktop, Cursor, Windsurf
Last updatedAug 27, 2026
10/11 checks healthy over the last 33d
Views2
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars9
GitHub Star CountTotal stargazers on GitHub representing community popularity (9 stars).
Last commit16d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 27, 2026
npm downloads2,070,183/mo
Monthly npm DownloadsAverage monthly package installs recorded from npm registry statistics.
51Quality signal: Good ยท 51/100How this signal is calculated โ–พ
Server availabilityNot measured

Not scored for repo-hosted servers โ€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership4/20
Documentation & tools25/30
Adoption & activity9/15
Community engagement0/10

A guidance signal from public completeness & health data โ€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

5 high-severity advisories on record for this package. Most advisories affect transitive dependencies and may not be exploitable in this server's actual usage โ€” this is a directional signal, not a security audit.

Critical 1High 4Medium 3Low 6

Scanned 23d ago via OSV.dev ยท fastmcp (PyPI)

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