SERVER

MCP RAG Server

Rank #12,520

glama/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.

First listed
May 2, 2025
Last publish date
OVERVIEW

MCP RAG Server is a Model Context Protocol (MCP) server published by karaage0703. It ranks #12,520 of 115,591 servers tracked on MCP Toplist, and its repository has 71 GitHub stars. MCP RAG Server is listed across 2 registries — Glama and mcp.so, and ships as a single rolling release with no explicit version metadata. It was first listed on May 2, 2025.

STANDING
#12,520of 115,591 tracked serversTop 25%

Ranks ahead of 103,071 of 115,591 servers on MCP Toplist.

CONNECT

Use MCP RAG Server

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

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MCP Toplist: Top 25% of 115,591
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REGISTRIES

Listed on 2 registries

ORGANIZATION

karaage0703

Organization
Servers in org
2
Versions across org
0
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VERSIONS

Not versioned

This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

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 listed on the Official MCP Registry?
MCP RAG Server is not on the Official MCP Registry. It is listed on Glama and mcp.so.
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.
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