retrieval-lens
Rank #67,673glama/Vbj1808/retrieval-lens
A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
retrieval-lens is a Model Context Protocol (MCP) server published by Vbj1808. It ranks #67,673 of 137,138 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. retrieval-lens is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 8, 2026.
Ranks ahead of 69,465 of 137,138 servers on MCP Toplist.
Use retrieval-lens
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%2FVbj1808%2Fretrieval-lens)<a href="https://mcptoplist.com/server/glama%2FVbj1808%2Fretrieval-lens"><img src="https://mcptoplist.com/badge/glama%2FVbj1808%2Fretrieval-lens.svg" alt="MCP Toplist: Top 50% of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Vbj1808
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 retrieval-lens?
- retrieval-lens is maintained by Vbj1808, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is retrieval-lens listed on the Official MCP Registry?
- retrieval-lens is not on the Official MCP Registry. It is listed on Glama.
- How many versions does retrieval-lens have?
- retrieval-lens ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for retrieval-lens?
- The source code for retrieval-lens is hosted at github.com/Vbj1808/retrieval-lens.
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.