SERVER

retrieval-lens

Rank #67,673

glama/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.

First listed
Jun 8, 2026
Last publish date
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OVERVIEW

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.

STANDING
#67,673of 137,138 tracked serversTop 50%

Ranks ahead of 69,465 of 137,138 servers on MCP Toplist.

CONNECT

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No setupRuns out of the box

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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MCP Toplist: Top 50% of 137,138
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2FVbj1808%2Fretrieval-lens.svg)](https://mcptoplist.com/server/glama%2FVbj1808%2Fretrieval-lens)
HTML
<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>

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REGISTRIES

Listed on 1 registry

ORGANIZATION

Vbj1808

Organization
Servers in org
1
Versions across org
0
VERSIONS

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.

FAQ

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.
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