🌿 Forage
Self-improving tool discovery for AI agents.
Install one MCP server. Your agent finds the rest.
Forage is an MCP server that lets AI agents discover, install, and learn to use new tools — automatically. When an agent hits a wall, it forages for the right tool, installs it, and teaches itself how to use it. No restarts. No manual config. The agent gets permanently smarter.
Why?
AI coding agents are limited to whatever tools they're configured with at session start. Need to query a database? Deploy to Vercel? Search Slack? The agent apologizes and you manually install the right MCP server.
Forage closes that loop:
Agent encounters a task it can't do
→ forage_search("query postgres database")
→ forage_install("@modelcontextprotocol/server-postgres")
→ Tools available IMMEDIATELY (no restart)
→ forage_learn() saves instructions to CLAUDE.md
→ Next session: auto-starts, agent already knows how to use itQuick Start
Claude Code
claude mcp add forage -- npx -y forage-mcp
