SERVER

RAG MCP Server

Rank #59,764

glama/sglwsjxh/rag-mcp

A RAG knowledge base MCP server that adds vector search and reranking capabilities to opencode, supporting multimodal embeddings, multiple knowledge bases, and local storage.

3 release tags
1 GitHub stars
by sglwsjxh (2 servers)View repository ↗
First listed
Jun 10, 2026
Last publish date
Jun 12, 2026
PURPOSE

What you can do with RAG MCP Server

RAG MCP Server is a Model Context Protocol (MCP) server published by sglwsjxh. It ranks #59,764 of 171,126 active servers on MCP Toplist, and its repository has 1 GitHub stars. RAG MCP Server is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on Jun 10, 2026 and most recently updated on Jun 12, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What RAG MCP Server can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using RAG MCP Server

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 7, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect RAG MCP Server and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by sglwsjxh
View all sglwsjxh servers →

No task-specific alternatives are catalogued for RAG MCP Serveryet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jun 10, 2026
Latest release tag
Jun 12, 2026
Version history
3 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 7, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 7, 2026
Registry sightings
  • Glama ↗listed since Jun 10, 2026 · still listed

Do you maintain RAG MCP Server? to correct or enrich this profile.

VERSIONS

GitHub releases (3)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v1.0.0 · Jun 10, 2026v1.0.1 · Jun 10, 2026v1.0.2 · Jun 12, 2026Jun 10, 2026Jun 12, 2026
VersionPublished
v1.0.2Jun 12, 2026
v1.0.1Jun 10, 2026
v1.0.0Jun 10, 2026
STANDING
#59,764of 171,126 active serversTop 50%

Ranks ahead of 111,362 of 171,126 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 50% of 171,126
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fsglwsjxh%2Frag-mcp.svg)](https://mcptoplist.com/server/glama%2Fsglwsjxh%2Frag-mcp)
HTML
<a href="https://mcptoplist.com/server/glama%2Fsglwsjxh%2Frag-mcp"><img src="https://mcptoplist.com/badge/glama%2Fsglwsjxh%2Frag-mcp.svg" alt="MCP Toplist: Top 50% of 171,126" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains RAG MCP Server?
RAG MCP Server is maintained by sglwsjxh, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
Is RAG MCP Server listed on the Official MCP Registry?
RAG MCP Server is not on the Official MCP Registry. It is listed on Glama.
How many versions does RAG MCP Server have?
No registry surfaces explicit version metadata for RAG MCP Server; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Jun 12, 2026.
Where can I find the source code for RAG MCP Server?
The source code for RAG MCP Server is hosted at github.com/sglwsjxh/rag-mcp.
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