MCP RAG Server
Rank #6698glama/karaage0703/mcp-rag-server
Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.
MCP RAG Server is a Model Context Protocol (MCP) server published by karaage0703. It ranks #6698 of 58,900 servers tracked on MCP Toplist, and its repository has 71 GitHub stars. MCP RAG Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 11, 2026.
Ranks ahead of 52,202 of 58,900 servers on MCP Toplist.
Use MCP RAG Server
MCP RAG Server 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
karaage0703
Other servers by karaage0703
View all karaage0703 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 MCP RAG Server?
- Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.
- Who maintains MCP RAG Server?
- MCP RAG Server is maintained by karaage0703, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
- Is MCP RAG Server an official MCP server?
- MCP RAG Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP RAG Server have?
- MCP RAG Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP RAG Server?
- The source code for MCP RAG Server is hosted at github.com/karaage0703/mcp-rag-server.