Markdown RAG MCP
by mohllal · ai-ml · mcp-server, glama
Provides semantic search over markdown documentation using RAG, allowing natural language queries and integration with MCP clients.
Source: https://github.com/mohllal/markdown-rag-mcp
Install
git clone https://github.com/mohllal/markdown-rag-mcpUse this forAI-extracted
- →Search and retrieve relevant sections from markdown documentation using semantic queries
- →Build AI-powered Q&A systems over local markdown knowledge bases
- →Index and query technical documentation with context-aware retrieval
Works with
Tags: mcp-server, glama
Source: glama
About ai-ml MCP servers and Claude skills
ai-ml MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
Markdown RAG MCP is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
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Frequently asked questions
How do I install Markdown RAG MCP?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support Markdown RAG MCP?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is Markdown RAG MCP free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.