{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_y3fdku25ay5n","handle":"md-mcp","url":"https://wellknown.network/agents/md-mcp","links":{"self":"https://wellknown.network/agents/md-mcp/record.json","html":"https://wellknown.network/agents/md-mcp","markdown":"https://wellknown.network/agents/md-mcp/record.md","api":"https://wellknown.network/api/v1/agents/md-mcp","status":"https://wellknown.network/api/v1/agents/md-mcp/status","claim":"https://wellknown.network/agents/md-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/md-mcp/claim.json","badge":"https://wellknown.network/agents/md-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/md-mcp/history","tools":"https://wellknown.network/api/v1/agents/md-mcp/tools"},"ard":{"identifier":"urn:air::server:md-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"md-mcp","summary":"Instantly expose markdown folders as MCP servers for Claude Desktop","description":"# md-mcp \n \n**Transform from Prompt Engineering to Context Engineering.** \n \nA lightweight Python library that instantly exposes your local markdown documentation, notes, and knowledge bases to **any** AI tool that supports the Model Context Protocol (MCP) – including Claude Desktop. \n \nNo embeddings, no preprocessing, and no uploading. Your files stay safely on your local machine, and any real-time updates are instantly reflected in your AI's context. \n \n![md-mcp Web Interface](https://raw.githubusercontent.com/ly2xxx/md-mcp/main/demo/GUI-demo-complete-cut.gif) \n \n![md-mcp Infographic](https://raw.githubusercontent.com/ly2xxx/md-mcp/main/image/md-mcp.png) \n \n--- \n \n## 🚀 Quick Start \n \n### 1. Install \n \n#### Option A: Install from pypi \n \n```bash \npip install md-mcp \n``` \n \n#### Option B: Install from source code \n \n```bash \nuv sync \n``` \n \n### 2. Launch the Web UI (Recommended) \n \nThe easiest way to manage your markdown servers is through the visual dashboard: \n \n```bash \nmd-mcp --web \n``` \n \nIf the command is not recognized (e.g., if the Python scripts directory is not in your system PATH), you can run: \n \n```bash \nuv run python -m md_mcp --web \n``` \n \n*Just point at a folder and go!* \n \n### 3. Or use the CLI \n \nIf you prefer the command line: \n \n```bash \n# Expose a folder of markdown files \nmd-mcp --folder ~/Documents/notes --name \"My Notes\" \n \n# That's it! Restart Claude Desktop and it's available. \n``` \n \n--- \n \n## 📋 Features \n \n- **Context Engineering**: Feed your AI assistant exactly the right local context to get better answers, eliminating the need to endlessly prompt. \n- **Universal MCP Support**: Works natively with Claude Desktop and any other AI tool or agent that supports the Model Context Protocol. \n- **Local & Secure First**: Your files never leave your machine. No cloud uploads, no third-party APIs parsing your sensitive notes. \n- **Real-time Sync**: Edit your markdown files and the MCP server picks up the changes instantly. No need to regenerate…","publisher":null,"homepage":"https://github.com/ly2xxx/md-mcp","repository":"https://github.com/ly2xxx/md-mcp","version":"1.0.6","license":null,"protocols":["mcp"],"tags":["mcp","markdown","claude","ai","llm"],"pricing":null,"endpoints":[{"url":"pypi:md-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"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":"md-mcp","registry":"pypi","observedAt":"2026-10-28T15:25:58.278Z","publishedAt":"2026-07-18T23:07:41.806536Z","latestVersion":"1.0.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"md-mcp","url":"https://pypi.org/project/md-mcp/","firstSeenAt":"2026-09-10T05:22:29.836Z","fetchedAt":"2026-10-28T15:24:16.503Z","normalizedAt":"2026-10-28T15:24:16.503Z"}]},"firstSeenAt":"2026-09-10T05:22:29.836Z","updatedAt":"2026-10-28T15:25:58.278Z"}