{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_jsjxgwxb2wjt","handle":"iflow-mcp-oraichain-ragflow-mcp","url":"https://wellknown.network/agents/iflow-mcp-oraichain-ragflow-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-oraichain-ragflow-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-oraichain-ragflow-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-oraichain-ragflow-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-oraichain-ragflow-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-oraichain-ragflow-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-oraichain-ragflow-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-oraichain-ragflow-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-oraichain-ragflow-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-oraichain-ragflow-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-oraichain-ragflow-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-oraichain-ragflow-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_oraichain_ragflow-mcp","summary":"Simple MCP server for RAGFlow","description":"# ragflow-mcp\nSimple RAGFlow MCP. Only useful until the RAGFlow team releases the official MCP server\n\n## Installation\n\nWe provide two installation methods. Method 2 (using uv) is recommended for faster installation and better dependency management.\n\n### Method 1: Using conda\n\n1. Create a new conda environment:\n\n```bash\nconda create -n ragflow_mcp python=3.12\nconda activate ragflow_mcp\n```\n\n2. Clone the repository:\n\n```bash\ngit clone https://github.com/oraichain/ragflow-mcp.git\ncd ragflow-mcp\n```\n\n3. Install dependencies:\n\n```bash\npip install -r requirements.txt\n```\n\n### Method 2: Using uv (Recommended)\n\n1. Install uv (A fast Python package installer and resolver):\n\n```bash\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n```\n\n2. Clone the repository:\n\n```bash\ngit clone https://github.com/oraichain/ragflow-mcp.git\ncd ragflow-mcp\n```\n\n3. Create a new virtual environment and activate it:\n\n```bash\nuv venv --python 3.12\nsource .venv/bin/activate  # On Unix/macOS\n# Or on Windows:\n# .venv\\Scripts\\activate\n```\n\n4. Install dependencies:\n\n```bash\nuv pip install -r pyproject.toml\n```\n\n# Run MCP Server Inspector for debugging\n\n1. Start the MCP server\n\n2. Start the inspector using the following command:\n\n```bash\n# you can choose a different server\nSERVER_PORT=9000 npx @modelcontextprotocol/inspector","publisher":null,"homepage":null,"repository":null,"version":"0.1.4","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_oraichain_ragflow-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"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"}],"categories":["dev"],"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":"iflow-mcp_oraichain_ragflow-mcp","registry":"pypi","observedAt":"2026-09-15T19:23:27.039Z","publishedAt":"2026-01-28T04:39:34.647174Z","latestVersion":"0.1.4"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_oraichain_ragflow-mcp","url":"https://pypi.org/project/iflow-mcp_oraichain_ragflow-mcp/","firstSeenAt":"2026-09-09T20:24:48.110Z","fetchedAt":"2026-09-15T19:22:23.494Z","normalizedAt":"2026-09-15T19:22:23.494Z"}]},"firstSeenAt":"2026-09-09T20:24:48.110Z","updatedAt":"2026-09-15T19:23:27.039Z"}