GitMCP vs lumin-repo-lens-lab
lumin-repo-lens-lab is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.
GitMCP is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). lumin-repo-lens-lab is a plugin bundle for AI coding tools published by annyeong844. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-20. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  GitMCP | |
|---|---|---|
| Docker MCP Catalog | Listed Version: not stated No figure published Not marked · First seen |
Not listed |
| Community marketplace annyeong844/lumin-repo-lens-lab | Not listed | Removed on 2026-10-15 Version: 0.0.0-lab.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | GitMCP | lumin-repo-lens-labno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | No figure on GitHub | 0 |
| Forks (GitHub) (differs) | No figure on GitHub | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (gitmcp.io/docs) | Installs as a plugin bundle |
| Transport (differs) | Streamable HTTP | Not stated |
| Tools it declares (differs) | 5 | Not published |
| Environment variables it asks for | Not published | Not published |
| Hooks it runs (differs) | Not published | 4 |
| Parts of the bundle (differs) | Not a bundle | 17 |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | Not stated | github.com/annyeong844/lumin-repo-lens-lab |
| Changes in the last 7 days (differs) | 0 | 4 |
| First seen (differs) | 2026-10-11 | 2026-10-14 |
| Endpoint at the last check (differs) | Responded 5 days ago | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of lumin-repo-lens-lab
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Build, migrate, and audit repository harnesses for AI-assisted coding.
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AI-powered repository analysis agent using Repomix CLI. Analyzes local and remote repositories intelligently by running repomix commands, then reading and searching the generated…
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Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
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ory-lumen
lluminate your codebase with semantic search for code agents. Faster results with less tool calls. Works great in small and large code bases.
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repo-graph io.github.James-Chahwan/repo-graph
Structural graph map of any codebase so LLMs navigate by structure, not guesswork.
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A map of your codebase for AI agents: code graph, search, call paths and change impact. No API key.
What each says it does
GitMCP
Tools for interacting with Git repositories.
lumin-repo-lens-lab
Lumin Repo Lens Lab: repo structure lens for isolated performance and Rust sidecar experiments.
How to run each
GitMCP As a remote MCP server
claude mcp add --transport http gitmcp https://gitmcp.io/docslumin-repo-lens-lab
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only GitMCP has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of lumin-repo-lens-lab publish no list of tools, so we do not compare tools.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: GitMCP · What it can do: lumin-repo-lens-lab · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.