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Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MCP tools automatically.

11 starsTypeScript

Forage – MCP server that lets AI agents find and install their own MCPs

by DoomedWheel1027·Feb 17, 2026·1 point·1 comment

AI Analysis

●●SolidBig BrainShip It
The Take

Forage proxies MCP capability discovery so an agent can search registries, install a package as a child process, emit list_changed so the agent picks the tool up immediately, and even write usage notes to CLAUDE.md for future sessions. That operational pattern — dynamic install + instant availability + persisted learnings — is a clever, pragmatic fix for brittle agent setups, though the project is clearly early and raises real security/trust questions around auto-installing third-party MCPs (user approval is noted but sandboxing/attestation will matter).

Category
Target Audience

AI developers, prompt engineers, builders of autonomous coding agents, and tool integrators (Claude Code / Cursor users)

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