Markdown RAG
Rank #49182glama/ashrobertsdragon/rag-mcp
A Retrieval Augmented Generation system that enables AI assistants to perform semantic searches and manage document indices for markdown files. It supports PostgreSQL with pgvector and integrates both Google Gemini and Ollama for intelligent embedding generation.
Markdown RAG is a Model Context Protocol (MCP) server published by ashrobertsdragon. It ranks #49182 of 58,900 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. Markdown RAG is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 18, 2026.
Ranks ahead of 9,718 of 58,900 servers on MCP Toplist.
Use Markdown RAG
Markdown RAG doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
ashrobertsdragon
Other servers by ashrobertsdragon
View all ashrobertsdragon servers →Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Markdown RAG?
- A Retrieval Augmented Generation system that enables AI assistants to perform semantic searches and manage document indices for markdown files. It supports PostgreSQL with pgvector and integrates both Google Gemini and Ollama for intelligent embedding generation.
- Who maintains Markdown RAG?
- Markdown RAG is maintained by ashrobertsdragon, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
- Is Markdown RAG an official MCP server?
- Markdown RAG is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Markdown RAG have?
- Markdown RAG ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Markdown RAG?
- The source code for Markdown RAG is hosted at github.com/ashrobertsdragon/rag-mcp.