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  3. retrieval-lens
MCP server · RAG

retrieval-lens

by · github.com/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.

Unclaimed rag
InstallView source
34Low

Scored 4 months ago · breakdown

About retrieval-lens

retrieval-lens is an MCP server published by Vbj1808 in the RAG category: 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.

The repository has 2 stars and 0 forks, with the last commit 4 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Vbj1808/retrieval-lens

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (4)

retrieval_diffCompare two retrieval runs — what changed, what score drifted

Parameters not published.

retrieval_observeLog a retrieval run — query, chunks, scores, sources, rankings

Parameters not published.

retrieval_queryReplay what the model saw before a specific answer

Parameters not published.

retrieval_statsAggregate score distributions, top sources, runs over time

Parameters not published.

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Security checks

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Questions

About retrieval-lens

How do I install retrieval-lens?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is retrieval-lens safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is retrieval-lens still maintained?

Yes — the last commit was 4 months ago. The repository has 2 stars and 0 forks.