The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents.
Our people search API and MCP deliver the most precise results on the market. You simply ask in natural language, and we provide top-quality candidates. Designed for seamless integration with any ATS or hiring platform, our solution is backed by scientific methods, trusted by recruiters, and consistently rated the highest-quality sourcing tool.
Evaluating AI Recruitment Sourcing Tools by Human Preference
export PEARCH_API_KEY='your-api-key-here'
To install mcp_pearch for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install @Pearch-ai/mcp_pearch --client claude
## Install Python and uv
brew install python
brew install uv
## Create and activate virtual environment
uv venv
source .venv/bin/activate
## Install FastMCP
uv pip install fastmcp
## Install system dependencies
sudo apt update
sudo apt install python3 python3-venv python3-pip
## Create and activate virtual environment
python3 -m venv .venv
source .venv/bin/activate
## Install FastMCP
pip install fastmcp
fastmcp install pearch_mcp.py --name "Pearch.ai" --env-var PEARCH_API_KEY=pearch_mcp_key
For local development and testing:
## Set your API key
export PEARCH_API_KEY='your-api-key-here'
## Start development server
fastmcp dev pearch_mcp.py
If you encounter any issues or have questions:
This project is licensed under the MIT License - see the LICENSE{:target=“_blank”} file for details.
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