ragi
Rank #104,707glama/SusuTawar/ragi
Local-first RAG indexing and semantic search MCP server. Enables document retrieval and context-aware queries using local embedding models.
ragi is a Model Context Protocol (MCP) server published by SusuTawar. It ranks #104,707 of 137,138 servers tracked on MCP Toplist. ragi is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 26, 2026.
Ranks ahead of 32,431 of 137,138 servers on MCP Toplist.
Use ragi
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%2FSusuTawar%2Fragi)<a href="https://mcptoplist.com/server/glama%2FSusuTawar%2Fragi"><img src="https://mcptoplist.com/badge/glama%2FSusuTawar%2Fragi.svg" alt="MCP Toplist: #104,707 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
SusuTawar
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
- Who maintains ragi?
- ragi is maintained by SusuTawar, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is ragi listed on the Official MCP Registry?
- ragi is not on the Official MCP Registry. It is listed on Glama.
- How many versions does ragi have?
- ragi ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for ragi?
- The source code for ragi is hosted at github.com/SusuTawar/ragi.
Do you run this server?
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