Liepin Recommend MCP

Liepin Recommend MCP is a Node.js MCP/CLI helper for researching and operating Liepin recommend and chat workflows through a Chrome DevTools debugging port.

Install

npm install -g liepin-mcp
liepin-mcp install --agent trae-cn

install will:

• bootstrap runtime folders and screening-config.json template,
• merge MCP server config into detected external agent config files (Cursor/Trae/Trae-CN/Claude/OpenClaw),
• mirror bundled skills into detected external skills directories.

Usage

liepin-mcp doctor --json
liepin-mcp install
liepin-mcp install --agent openclaw
liepin-mcp self-heal --provider-check
liepin-mcp skill export --format markdown
liepin-mcp external-agent config
liepin-mcp research discover --debug-port 9222
liepin-mcp recommend start --candidate-limit 5 --scan-limit 10 --recommend-criteria "推荐筛选条件" --chat-criteria "聊天筛选条件"
liepin-mcp chat start --candidate-limit 5 --scan-limit 10 --recommend-criteria "推荐筛选条件" --chat-criteria "聊天筛选条件"
liepin-mcp recommend-chat start --candidate-limit 5 --scan-limit 10 --recommend-criteria "推荐筛选条件" --chat-criteria "聊天筛选条件"

Chrome must already be running with a remote debugging port, for example 9222, and the operator must be logged in to Liepin in that browser profile.

recommend/chat/recommend-chat start now default to production behavior:

• real recommend chat clicks are enabled by default,
• real request-resume clicks are enabled by default.

Use --execute-request-resume false or a dry-run workflow when you need no-side-effect validation.

Safety Notes

• The automation is designed to preserve list state and avoid refreshes or hard navigation when returning from details.
• Browser automation is background-safe and does not call Page.bringToFront.
• Real outreach or resume-request actions should only be run with explicit operator approval.

Development

npm install
npm test