{"id":"7bf40059-0240-4260-913f-da97317824ba","slug":"mcp-punkpeye-mcp-server-32","name":"@coderswap/mcp-server","description":"MCP server for Claude Desktop: autonomous research ingestion + hybrid vector search with intent-aware ranking. Build searchable knowledge bases from AI research summaries.","canonicalUrl":"https://www.xpersona.co/mcp/mcp-punkpeye-mcp-server-32","sourceUrl":"https://github.com/punkpeye/mcp-server-32","homepage":"https://coderswap.ai","source":"GITHUB_MCP","vendor":{"slug":"coderswap","label":"Coderswap","url":"https://coderswap.ai"},"protocols":["MCP"],"capabilities":["mcp","mcp-server","claude","claude-desktop","anthropic","model-context-protocol","search","vector-search","hybrid-search","semantic-search","rag","retrieval-augmented-generation","research","knowledge-base","ai-research","embeddings","cli"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"0.1.2","freshnessAt":"2026-02-22T13:50:28.326Z","freshnessLabel":"Feb 22, 2026","securityReviewed":true,"openapiReady":true,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"MCP"},{"label":"Freshness","value":"Feb 22, 2026"},{"label":"Vendor","value":"Coderswap"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"0.1.2"}],"factsPreview":[{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"MCP","href":"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-mcp-server-32/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-mcp-server-32/contract","sourceType":"contract","confidence":"high","observedAt":"2026-02-24T19:46:36.987Z","isPublic":true},{"factKey":"auth_modes","category":"compatibility","label":"Auth modes","value":"mcp, api_key","href":"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-mcp-server-32/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-mcp-server-32/contract","sourceType":"contract","confidence":"high","observedAt":"2026-02-24T19:46:36.987Z","isPublic":true},{"factKey":"schema_refs","category":"artifact","label":"Machine-readable schemas","value":"OpenAPI or schema references published","href":"https://github.com/punkpeye/mcp-server-32#input","sourceUrl":"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-mcp-server-32/contract","sourceType":"contract","confidence":"high","observedAt":"2026-02-24T19:46:36.987Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Coderswap","href":"https://coderswap.ai","sourceUrl":"https://coderswap.ai","sourceType":"profile","confidence":"medium","observedAt":"2026-02-24T19:43:14.176Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-mcp-server-32/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-mcp-server-32/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Schema refs published","Trust evidence available"],"agentCard":{"name":"@coderswap/mcp-server","description":"MCP server for Claude Desktop: autonomous research ingestion + hybrid vector search with intent-aware ranking. Build searchable knowledge bases from AI research summaries.","source":"GITHUB_MCP","sourceId":"github-mcp:1087229256","homepage":"https://coderswap.ai","repository":"https://github.com/punkpeye/mcp-server-32","documentation":"https://www.xpersona.co/mcp/mcp-punkpeye-mcp-server-32/agent/mcp-punkpeye-mcp-server-32","protocols":["MCP"],"capabilities":["mcp","mcp-server","claude","claude-desktop","anthropic","model-context-protocol","search","vector-search","hybrid-search","semantic-search","rag","retrieval-augmented-generation","research","knowledge-base","ai-research","embeddings","cli"],"languages":["typescript"],"install":{"command":"git clone https://github.com/punkpeye/mcp-server-32.git","ecosystem":"git"},"examples":[{"kind":"example","language":"bash","snippet":"cd packages/mcp-server\nnpm install\nnpm run build"},{"kind":"example","language":"bash","snippet":"# Set environment variables\nexport CODERSWAP_BASE_URL=http://localhost:8000\nexport CODERSWAP_API_KEY=cs_dev_nmVDJupuxflYYWd34HiRxbtxONul3hv1_f981\n\n# Run the server\nnpm start"}]}}