{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fzdevbzdgycf","handle":"razumhub-lightrag-mcp","url":"https://wellknown.network/agents/razumhub-lightrag-mcp","links":{"self":"https://wellknown.network/agents/razumhub-lightrag-mcp/record.json","html":"https://wellknown.network/agents/razumhub-lightrag-mcp","markdown":"https://wellknown.network/agents/razumhub-lightrag-mcp/record.md","api":"https://wellknown.network/api/v1/agents/razumhub-lightrag-mcp","status":"https://wellknown.network/api/v1/agents/razumhub-lightrag-mcp/status","claim":"https://wellknown.network/agents/razumhub-lightrag-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/razumhub-lightrag-mcp/claim.json","badge":"https://wellknown.network/agents/razumhub-lightrag-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/razumhub-lightrag-mcp/history","tools":"https://wellknown.network/api/v1/agents/razumhub-lightrag-mcp/tools"},"ard":{"identifier":"urn:air::server:razumhub-lightrag-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"razumhub_lightrag_mcp","summary":"MCP Server for LightRAG (RazumHub fork with HTTPS support and JWT auto-renewal)","description":"[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/shemhamforash23-lightrag-mcp-badge.png)](https://mseep.ai/app/shemhamforash23-lightrag-mcp)\n\n# LightRAG MCP Server\n\nMCP server for integrating LightRAG with AI tools. Provides a unified interface for interacting with LightRAG API through the MCP protocol.\n\n## Description\n\nLightRAG MCP Server is a bridge between LightRAG API and MCP-compatible clients. It allows using LightRAG (Retrieval-Augmented Generation) capabilities in various AI tools that support the MCP protocol.\n\n### Key Features\n\n- **Information Retrieval**: Execute semantic and keyword queries to documents\n- **Document Management**: Upload, index, and track document status\n- **Knowledge Graph Operations**: Manage entities and relationships in the knowledge graph\n- **Monitoring**: Check LightRAG API status and document processing\n\n## Installation\n\nThis server is designed to be used as an MCP server and should be installed in a virtual environment using uv, not as a system-wide package.\n\n### Development Installation\n\n```bash\n# Create a virtual environment\nuv venv --python 3.11\n\n# Install the package in development mode\nuv pip install -e .\n```\n\n## Requirements\n\n- Python 3.11+\n- Running LightRAG API server\n\n## Usage\n\nLightRAG MCP server supports two MCP transport modes:\n- **stdio (default)**: run through an MCP client configuration file (`mcp-config.json`)\n- **streamable-http**: run as a standalone HTTP server for remote MCP clients\n\n### Command Line Options\n\nLightRAG API connection:\n\n- `--host`: LightRAG API host (default: localhost)\n- `--port`: LightRAG API port (default: 9621)\n- `--api-key`: LightRAG API key (optional)\n\nMCP transport:\n\n- `--mcp-transport`: MCP transport (`stdio` or `streamable-http`, default: stdio)\n- `--mcp-host`: MCP HTTP host (default: 127.0.0.1)\n- `--mcp-port`: MCP HTTP port (default: 8000)\n- `--mcp-streamable-http-path`: Streamable HTTP endpoint path (default: /mcp)\n- `--mcp-stateless-http`: Enable stateless Streamable HTTP …","publisher":{"name":"RazumHub","url":null},"homepage":null,"repository":null,"version":"0.2.3","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:razumhub_lightrag_mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"}],"categories":["dev","knowledge"],"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":"razumhub_lightrag_mcp","registry":"pypi","observedAt":"2026-10-28T21:26:17.696Z","publishedAt":"2026-05-31T10:37:56.274039Z","latestVersion":"0.2.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"razumhub_lightrag_mcp","url":"https://pypi.org/project/razumhub_lightrag_mcp/","firstSeenAt":"2026-09-10T11:26:07.167Z","fetchedAt":"2026-10-28T21:24:12.587Z","normalizedAt":"2026-10-28T21:24:12.587Z"}]},"firstSeenAt":"2026-09-10T11:26:07.167Z","updatedAt":"2026-10-28T21:26:17.696Z"}