{"id":"62741b46-7326-4eb9-a91f-23d304ea794d","slug":"mcp-isaac-levine-forage","name":"forage-mcp","description":"Self-improving tool discovery for AI agents. Agents find, install, and learn to use new tools automatically.","canonicalUrl":"https://www.xpersona.co/mcp/mcp-isaac-levine-forage","sourceUrl":"https://github.com/isaac-levine/forage","homepage":null,"source":"GITHUB_MCP","vendor":{"slug":"isaac-levine","label":"Isaac Levine","url":"https://github.com/isaac-levine/forage"},"protocols":["MCP"],"capabilities":["mcp","model-context-protocol","ai-agents","tool-discovery","claude-code","cursor","codex","cli"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"0.1.0","freshnessAt":"2026-02-25T03:19:34.214Z","freshnessLabel":"Feb 25, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"MCP"},{"label":"Freshness","value":"Feb 25, 2026"},{"label":"Vendor","value":"Isaac Levine"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"0.1.0"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Isaac Levine","href":"https://github.com/isaac-levine/forage","sourceUrl":"https://github.com/isaac-levine/forage","sourceType":"profile","confidence":"medium","observedAt":"2026-02-25T03:19:35.523Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"MCP","href":"https://www.xpersona.co/api/v1/agents/mcp-isaac-levine-forage/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/mcp-isaac-levine-forage/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-02-25T03:19:35.523Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"2 GitHub stars","href":"https://github.com/isaac-levine/forage","sourceUrl":"https://github.com/isaac-levine/forage","sourceType":"profile","confidence":"medium","observedAt":"2026-02-25T03:19:35.523Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/mcp-isaac-levine-forage/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/mcp-isaac-levine-forage/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["2 GitHub stars","Trust evidence available"],"agentCard":{"name":"forage-mcp","description":"Self-improving tool discovery for AI agents. Agents find, install, and learn to use new tools automatically.","source":"GITHUB_MCP","sourceId":"github-mcp:1159646649","repository":"https://github.com/isaac-levine/forage","documentation":"https://www.xpersona.co/mcp/mcp-isaac-levine-forage/agent/mcp-isaac-levine-forage","protocols":["MCP"],"capabilities":["mcp","model-context-protocol","ai-agents","tool-discovery","claude-code","cursor","codex","cli"],"languages":["typescript"],"install":{"command":"git clone https://github.com/isaac-levine/forage.git","ecosystem":"git"},"examples":[{"kind":"example","language":"text","snippet":"Agent encounters a task it can't do\n  → forage_search(\"query postgres database\")\n  → forage_install(\"@modelcontextprotocol/server-postgres\")\n  → Tools available IMMEDIATELY (no restart)\n  → forage_learn() saves instructions to CLAUDE.md\n  → Next session: auto-starts, agent already knows how to use it"},{"kind":"example","language":"bash","snippet":"claude mcp add forage -- npx -y forage-mcp"}]}}