saar
Rank #130,807glama/hpandey2023/saar
Enables AI agents to retrieve relevant sections from indexed files (documents, code, etc.) via hybrid semantic/BM25 search, with citations, through the Model Context Protocol.
saar is a Model Context Protocol (MCP) server published by hpandey2023. It ranks #130,807 of 137,492 servers tracked on MCP Toplist. saar is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 12, 2026.
Ranks ahead of 6,685 of 137,492 servers on MCP Toplist.
Use saar
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%2Fhpandey2023%2Fsaar)<a href="https://mcptoplist.com/server/glama%2Fhpandey2023%2Fsaar"><img src="https://mcptoplist.com/badge/glama%2Fhpandey2023%2Fsaar.svg" alt="MCP Toplist: #130,807 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
hpandey2023
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 saar?
- saar is maintained by hpandey2023, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is saar listed on the Official MCP Registry?
- saar is not on the Official MCP Registry. It is listed on Glama.
- How many versions does saar have?
- saar ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for saar?
- The source code for saar is hosted at github.com/hpandey2023/saar.
Do you run this server?
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