Ext Ops Panel
Open dashboard
Comparison

github-librarian vs com.mambabuilt/mcp-github-organization-signal-scanner

github-librarian is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑19.

github-librarian is a plugin bundle for AI coding tools published by diegopetrucci. No marketplace we read lists it any more. com.mambabuilt/mcp-github-organization-signal-scanner is an MCP server published by mambabuilt.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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

Where each is published
Marketplacegithub-librariancom.mambabuilt/mcp-github-organization-signal-scanner
Community marketplace diegopetrucci/ai-agents-skills Removed on 2026-10-19
Version: 1.1.1
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.2.0
Downloads/month (npm): 194
Downloads/week (npm): 94
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

github-librarian vs com.mambabuilt/mcp-github-organization-signal-scanner
Factgithub-librarianno longer listed · com.mambabuilt/mcp-github-organization-signal-scanner
Marketplaces that list it (differs)01
Stars (GitHub) (differs)10
Forks (GitHub)00
Last release (differs)Not published2026-10-16
Where it runs (differs)Installs as a plugin bundleOn your machine (@mambalabsdev/mcp-github-organization-signal-scanner)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 1
Parts of the bundle (differs)3Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/diegopetrucci/github-librariangithub.com/mambalabsdev/mcp-github-organization-signal-scanner
Changes in the last 7 days00
First seen (differs)2026-10-162026-10-11

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 github-librarian

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • GitMCP

    Tools for interacting with Git repositories.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • GitHub Chat

    A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.

    by AsyncFuncAI · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Octocode MCP - AI Context Platform

    AI code research platform. Search, analyze, and extract insights from any GitHub repository.

    by bgauryy · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • GitHub

    Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Weavatrix Git

    Fast, bounded, read-only Git evidence for local AI coding agents.

    by sergii-ziborov · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • github

    Official GitHub MCP server for repository management. Create issues, manage pull requests, review code, search repositories, and interact with GitHub's full API directly from…

    by GitHub · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

github-librarian

In its own words, on Community GitHub marketplaces:

Investigate GitHub via `gh` in an isolated subagent and return concise, path-first findings with line-ranged evidence

com.mambabuilt/mcp-github-organization-signal-scanner

In its own words, on Official MCP Registry:

Resolve a company domain to its GitHub organization with repo, language and activity signals.

How to run each

github-librarian

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

com.mambabuilt/mcp-github-organization-signal-scanner As a local MCP server: npm package

Claude Code
claude mcp add --env "APIFY_TOKEN=<YOUR_APIFY_TOKEN>" --transport stdio mcp-github-organization-signal-scanner -- npx -y @mambalabsdev/mcp-github-organization-signal-scanner

Requires: APIFY_TOKEN (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of github-librarian publish no settings it asks for, so we do not compare settings.

What it can do: github-librarian · What it can do: com.mambabuilt/mcp-github-organization-signal-scanner · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built