{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ghb55db5j64p","handle":"claude-skills-mcp-backend","url":"https://wellknown.network/agents/claude-skills-mcp-backend","links":{"self":"https://wellknown.network/agents/claude-skills-mcp-backend/record.json","html":"https://wellknown.network/agents/claude-skills-mcp-backend","markdown":"https://wellknown.network/agents/claude-skills-mcp-backend/record.md","api":"https://wellknown.network/api/v1/agents/claude-skills-mcp-backend","status":"https://wellknown.network/api/v1/agents/claude-skills-mcp-backend/status","claim":"https://wellknown.network/agents/claude-skills-mcp-backend/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/claude-skills-mcp-backend/claim.json","badge":"https://wellknown.network/agents/claude-skills-mcp-backend/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/claude-skills-mcp-backend/history","tools":"https://wellknown.network/api/v1/agents/claude-skills-mcp-backend/tools"},"ard":{"identifier":"urn:air::server:claude-skills-mcp-backend","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"claude-skills-mcp-backend","summary":"Heavy backend for Claude Skills MCP server with vector search (Streamable HTTP)","description":"# Claude Skills MCP Backend\n\nHeavy backend server for Claude Skills MCP system with vector search capabilities.\n\n## Overview\n\nThis is the backend component of the Claude Skills MCP system. It provides:\n- Vector-based semantic search using sentence-transformers\n- Skill indexing and retrieval\n- MCP protocol via Streamable HTTP transport\n- Background skill loading from GitHub and local sources\n\n**Note**: This package is typically auto-installed by the frontend (`claude-skills-mcp`). You only need to install it manually for:\n- Remote deployment (hosting your own backend)\n- Development and testing\n- Standalone usage without the frontend proxy\n\n## Installation\n\n```bash\n# Via uv (recommended)\nuv tool install claude-skills-mcp-backend\n\n# Via uvx (one-time use)\nuvx claude-skills-mcp-backend\n\n# Via pip\npip install claude-skills-mcp-backend\n```\n\n## Usage\n\n### Run Standalone Server\n\n```bash\n# Default (localhost:8765)\nclaude-skills-mcp-backend\n\n# Custom port\nclaude-skills-mcp-backend --port 8080\n\n# For remote access\nclaude-skills-mcp-backend --host 0.0.0.0 --port 8080\n\n# With custom configuration\nclaude-skills-mcp-backend --config my-config.json\n\n# Verbose logging\nclaude-skills-mcp-backend --verbose\n```\n\n### Configuration\n\n```bash\n# Print example configuration\nclaude-skills-mcp-backend --example-config > config.json\n\n# Edit config.json to customize skill sources, embedding model, etc.\n\n# Run with custom config\nclaude-skills-mcp-backend --config config.json\n```\n\n## Endpoints\n\nWhen running, the backend exposes:\n\n- **Streamable HTTP MCP**: `http://localhost:8765/mcp`\n- **Health Check**: `http://localhost:8765/health`\n\n## Docker Deployment\n\n### Build Image\n\n```bash\ndocker build -t claude-skills-mcp-backend .\n```\n\n### Run Container\n\n```bash\n# For local access\ndocker run -p 8765:8765 claude-skills-mcp-backend\n\n# For remote access\ndocker run -p 8080:8765 \\\n  -e HOST=0.0.0.0 \\\n  claude-skills-mcp-backend --host 0.0.0.0 --port 8765\n```\n\n## Dependencies\n\nThis package includes heavy depen…","publisher":null,"homepage":"https://github.com/K-Dense-AI/claude-skills-mcp/blob/main/packages/backend/README.md","repository":"https://github.com/K-Dense-AI/claude-skills-mcp/issues","version":"1.0.6","license":"Apache-2.0","protocols":["mcp"],"tags":["agent","ai","backend","claude","mcp","scientific","skills","vector-search"],"pricing":null,"endpoints":[{"url":"pypi:claude-skills-mcp-backend","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"research.academic","name":"Academic Research","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"}],"categories":["data","dev","research"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"claude-skills-mcp-backend","registry":"pypi","observedAt":"2026-11-02T23:27:56.867Z","publishedAt":"2025-10-24T01:19:50.386929Z","latestVersion":"1.0.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"claude-skills-mcp-backend","url":"https://pypi.org/project/claude-skills-mcp-backend/","firstSeenAt":"2026-09-09T11:30:53.044Z","fetchedAt":"2026-11-02T23:24:58.088Z","normalizedAt":"2026-11-02T23:24:58.088Z"}]},"firstSeenAt":"2026-09-09T11:30:53.044Z","updatedAt":"2026-11-02T23:27:56.867Z"}