TinyRAG
Rank #26,595glama/spacecat398/TinyRAG-MCP
Enables LLM agents to access a private knowledge base through MCP by automatically chunking and indexing .txt documents, with zero configuration and no Docker or vector database required.
TinyRAG is a Model Context Protocol (MCP) server published by spacecat398. It ranks #26,595 of 137,492 servers tracked on MCP Toplist. TinyRAG is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Jul 12, 2026 and most recently updated on Jul 13, 2026.
Ranks ahead of 110,897 of 137,492 servers on MCP Toplist.
Use TinyRAG
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.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fspacecat398%2FTinyRAG-MCP)<a href="https://mcptoplist.com/server/glama%2Fspacecat398%2FTinyRAG-MCP"><img src="https://mcptoplist.com/badge/glama%2Fspacecat398%2FTinyRAG-MCP.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
spacecat398
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.1 | Jul 13, 2026 |
| v0.3.0 | Jul 12, 2026 |
Frequently asked questions
- Who maintains TinyRAG?
- TinyRAG is maintained by spacecat398, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is TinyRAG listed on the Official MCP Registry?
- TinyRAG is not on the Official MCP Registry. It is listed on Glama.
- How many versions does TinyRAG have?
- No registry surfaces explicit version metadata for TinyRAG; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Jul 13, 2026.
- Where can I find the source code for TinyRAG?
- The source code for TinyRAG is hosted at github.com/spacecat398/TinyRAG-MCP.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.