Uma
Rank #40,812glama/sainellutla/uma
A local RAG context optimizer MCP server that filters retrieved context to the minimum an LLM needs to answer correctly, using a cross-encoder and optional calibration.
Uma is a Model Context Protocol (MCP) server published by sainellutla. It ranks #40,812 of 137,875 servers tracked on MCP Toplist. Uma is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Aug 9, 2026 and most recently updated on Aug 24, 2026.
Ranks ahead of 97,063 of 137,875 servers on MCP Toplist.
Use Uma
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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[](https://mcptoplist.com/server/glama%2Fsainellutla%2Fuma)<a href="https://mcptoplist.com/server/glama%2Fsainellutla%2Fuma"><img src="https://mcptoplist.com/badge/glama%2Fsainellutla%2Fuma.svg" alt="MCP Toplist: Top 50% of 137,875" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
sainellutla
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.2.0 | Aug 24, 2026 |
Frequently asked questions
- Who maintains Uma?
- Uma is maintained by sainellutla, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is Uma listed on the Official MCP Registry?
- Uma is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Uma have?
- No registry surfaces explicit version metadata for Uma; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Aug 24, 2026.
- Where can I find the source code for Uma?
- The source code for Uma is hosted at github.com/sainellutla/uma.
Do you run this server?
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