Armory
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Leaderboard

Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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Needs the armory CLI · not on npm yet, build it from cli/ in the repository

929 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
30129.013politwit1984-github-repository-managermcp · github-vcsIntegrates with GitHub's API to automate repository management through natural language commands for creating, updating, and configuring repositories.1 star · 1 forkNo one-command install · Source
30129.013pr-narrator-mcpmcp · github-vcsGenerates commit messages, PR titles and descriptions, and release notes from git changes, with automatic domain detection for appropriate PR…1 star · 1 forkNo one-command install · Source
30129.013github-wiki-mcpmcp · github-vcsMCP server for managing GitHub wiki pages programmatically, enabling create, read, update, delete, and list operations via git cloning and pushing.1 star · 1 forkNo one-command install · Source
30129.013moikas-fork-paritymcp · github-vcsTracks upstream repository changes for Git forks with intelligent priority-based categorization, dependency analysis, and integration planning to help…1 star · 1 forkNo one-command install · Source
30129.013geropl-githubmcp · github-vcsIntegrates with GitHub's API to enable repository management, file operations, issue tracking, pull request handling, and workflow automation with…1 star · 1 forkNo one-command install · Source
30623.374github-mcp-2mcp · github-vcsProvides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap, trending-mcp) as MCP tools with React widgets for repository health…1 forkNo one-command install · Source
30623.374forloop-mcpmcp · github-vcsEnables AI harnesses to run iterative loops on code repositories with built-in quality evaluations, security gates, and approval workflows for tasks…1 forkNo one-command install · Source
30623.374openshift-installer-checkermcp · github-vcsAnalyzes git repositories to extract installation requirements and validates feasibility against OpenShift/Kubernetes clusters.1 forkNo one-command install · Source
30623.374vengeanceui-mcp-servermcp · github-vcsEnables AI assistants to browse, search, and retrieve source code of 129 VengeanceUI components from their GitHub repository.1 forkNo one-command install · Source
30623.374dictybase-git-summarymcp · github-vcsLightweight git commit message summary generator that analyzes repository histories by filtering commits and producing human-readable markdown…1 forkNo one-command install · Source
30623.374kunihiros-uniquitymcp · github-vcsAnalyzes GitHub repositories for code similarities, returning detailed reports in Markdown format1 forkNo one-command install · Source
30623.374mcp-git-explorermcp · github-vcsEnables Claude to explore and analyze remote Git repositories, providing structured file contents and token estimates.1 forkNo one-command install · Source
30623.374namin-livecodemcp · github-vcsExecutes code snippets from GitHub repositories on io.livecode.ch's backend, enabling live code execution across various languages and frameworks…1 forkNo one-command install · Source
30623.374ryanpatrickwhiting-githubmcp · github-vcsIntegrates with GitHub using Octokit to enable repository management, issue tracking, and code analysis.1 forkNo one-command install · Source
30623.374sunwood-ai-labs-irismcp · github-vcsIntegrates with Git to provide version control, project management, and code analysis capabilities for TypeScript projects.1 forkNo one-command install · Source
31622.557github-mcp-gatewaymcp · github-vcsA remote MCP server that gives MCP clients authenticated access to GitHub: repos, issues, pull requests, file contents, and search, over a proper…1 starNo one-command install · Source
31622.557commit-check-mcpmcp · github-vcsEnables validation of commit messages, branch names, author info, push safety, and repository state using commit-check rules, accessible as MCP tools.1 starNo one-command install · Source
31622.557zzstoatzz-tangledmcp · github-vcsManage repositories, branches, and issues on Tangled.org1 starNo one-command install · Source
31622.557frontal-mcp-servermcp · github-vcsEnables management of GitHub workflows, issue templates, and repository configuration for the Frontal MCP Server project through CI/CD pipelines and…1 starNo one-command install · Source
31622.557io-github-zw008-vmware-debugmcp · github-vcsEnables systematic investigation of VMware errors and events by correlating event timelines, ranking root-cause hypotheses, and suggesting next…1 starNo one-command install · Source
31622.557cyanheads-congress-govmcp · github-vcsQueries U.S. congressional data including bills, votes, members, committees, CRS reports, and the Congressional Record via the Congress.gov API.1 starNo one-command install · Source
31622.557engineering-auditmcp · github-vcsMCP server that enables AI coding assistants to audit repositories against engineering rules, generating self-contained HTML reports with citations…1 starNo one-command install · Source
31622.557project-contextmcp · github-vcsA local, provider-neutral MCP server for repository-scoped issue handling. It provides a guarded interface to Linear, GitHub Issues, GitHub Projects…1 starNo one-command install · Source
31622.557mcp-github-tool-evalmcp · github-vcsEnables users to read and manage GitHub repositories through MCP, with destructive operations gated behind explicit confirmation and dry-run previews.1 starNo one-command install · Source
31622.557gh-review-queue-mcpmcp · github-vcsMCP server that ranks and deduplicates your GitHub pull request review queue across direct requests, team requests, and your own waiting PRs into a…1 starNo one-command install · Source
31622.557otamamcp · github-vcsAn MCP server that lets AI assistants safely access local git repositories, with free reads and gated writes requiring explicit confirmation.1 starNo one-command install · Source
31622.557hg-mcp-servermcp · github-vcsEnables AI assistants to interact with Mercurial repositories, supporting version control operations like cloning, committing, branching, merging, and…1 starNo one-command install · Source
31622.557safe-fix-mcpmcp · github-vcsEnables scanning Python repos for dead code and automatically drafting a branch + PR for the safe subset (unused single-name imports) after running…1 starNo one-command install · Source
31622.557io-github-jeff-nasseri-mikrotik-mcpmcp · github-vcsBridges AI assistants with MikroTik RouterOS devices, enabling natural language management of network configurations, firewall, VLANs, VPNs, and…1 starNo one-command install · Source
31622.557onprem-gh-cli-mcp-servermcp · github-vcsEnables safe, authenticated access to GitHub via local GitHub CLI, providing read-only operations such as listing repositories, issues, and pull…1 starNo one-command install · Source
31622.557spokesmcp · github-vcsLocal MCP memory of your GitHub repos for Cursor1 starNo one-command install · Source
31622.557gitlog-mcpmcp · github-vcsGive your AI coding agent superpowers over git history — auto-generate changelogs, analyze commits, attribute blame, and draft release notes via MCP…1 starNo one-command install · Source
31622.557lograftmcp · github-vcsMCP server that transforms raw log query results into structured incident reports (Markdown, JSON, HTML) with correlation to git commits and tickets.1 starNo one-command install · Source
31622.557nunolima-gitlab-docsmcp · github-vcsSearchable access to GitLab documentation from multiple repositories with full-text search.1 starNo one-command install · Source
31622.557github-issue-mcpmcp · github-vcsEnables AI-powered GitHub issue management by converting natural-language bug reports into structured issues, detecting duplicates via semantic…1 starNo one-command install · Source
31622.557mshegolev-harbor-registrymcp · github-vcsList Harbor projects, repositories, and artifacts; generate storage reports; and clean up untagged images with dry-run support.1 starNo one-command install · Source
31622.557sourceplane-mcpmcp · github-vcsSecure multi-source MCP server for reading local, GitHub, GitLab, Bitbucket, and network source code with read-only-by-default access, enabling AI…1 starNo one-command install · Source
31622.557mcp-current-repomcp · github-vcsA proof-of-concept MCP server that scopes GitHub tools to the current repository without filesystem access, using MCP roots to carry the repo…1 starNo one-command install · Source
31622.557agent-guardrailmcp · github-vcsA runtime gate for coding agents. Blocks the tool calls that wreck a repo (force-push main, rm -rf, secret exfiltration, CI wipe) and lets normal…1 starNo one-command install · Source
31622.557byronwade-memoriamcp · github-vcsAnalyzes code dependencies through git forensics to prevent refactoring bugs1 starNo one-command install · Source
31622.557mcp-npm-package-documentationmcp · github-vcsRetrieves documentation for any npm package by automatically discovering its GitHub repository and returning its README.md content.1 starNo one-command install · Source
31622.557repofindermcp · github-vcsMCP server that recommends complementary open source tools for a given project and goal, using live GitHub data and model reasoning to explain fit and…1 starNo one-command install · Source
31622.557repository-intelligence-enginemcp · github-vcsEnables querying a TypeScript repository's structure (symbols, imports/exports, references) through direct queries, avoiding repetitive grep…1 starNo one-command install · Source
31622.557github-repo-findermcp · github-vcsA production-grade GitHub repository finder that helps LLMs discover best repositories with advanced search, ranking, and token optimization.1 starNo one-command install · Source
31622.557discussion-capsulemcp · github-vcsTurns GitHub Discussions into interactive, read-only briefs inside an MCP host, surfacing participants, questions, and thread maps without mutating…1 starNo one-command install · Source
31622.557vibecheck-mcpmcp · github-vcsEnables AI agents to manage git-backed website content through natural language, with tools to create, update, delete, and draft pages that are…1 starNo one-command install · Source
31622.557githubstats-mcpmcp · github-vcsA lightweight MCP server that enables fetching public GitHub user profiles, repository stats, recent events, and pull request insights through simple…1 starNo one-command install · Source
31622.557my-pm-toolsmcp · github-vcsEnables natural language management of GitHub Projects V2, including issue creation, status changes, sprint reports, and project setup via MCP tools…1 starNo one-command install · Source
31622.557article-writer-mcpmcp · github-vcsEnables automated content creation pipeline: topic research, article writing, image sourcing, and GitHub PR submission for blogs.1 starNo one-command install · Source
31622.557mcp-git-historianmcp · github-vcsMCP server for git archaeology — churn hotspots, blame summaries, bus factor, commit forensics and file history over any local repository.1 starNo one-command install · Source
31622.557dq042000-gitlabmcp · github-vcsIntegrates with GitLab API for repository management, issue tracking, merge requests, and code search with configurable scan depth.1 starNo one-command install · Source
31622.557resume-repo-syncmcp · github-vcsA local MCP server that generates bullet points for resume project experience from GitHub repository signals, merges them into a PDF resume, and…1 starNo one-command install · Source
31622.557charlie-workmcp · github-vcsScans a repository for maintenance toil (flaky tests, expiring certificates, TODO rot, dead flags, etc.) and returns a prioritized queue with a credit…1 starNo one-command install · Source
31622.557vane-mcp-servermcp · github-vcsA production-ready Model Context Protocol (MCP) server that extends GitHub Copilot with GitHub repository management capabilities. Enables AI-driven…1 starNo one-command install · Source
31622.557ai-news-aggregatormcp · github-vcsMCP server that aggregates AI news, academic papers from ArXiv, and trending GitHub repositories from multiple sources, enabling users to fetch…1 starNo one-command install · Source
31622.557github-pr-reviewmcp · github-vcsEnables LLM clients to list, read, review, and comment on GitHub pull requests, turning an AI assistant into a fully capable code reviewer.1 starNo one-command install · Source
31622.557github-issues-mcp-servermcp · github-vcsEnables AI assistants to discover, filter, and triage GitHub issues across repositories, with tools for fetching issue details, listing issues by…1 starNo one-command install · Source
31622.557github-repo-health-check-maintained-or-abandoned-mcp-servermcp · github-vcsMCP server: is this GitHub repo still maintained? A verdict.1 starNo one-command install · Source
31622.557ci-investigator-mcpmcp · github-vcsProvides tools to analyze and debug GitHub Actions CI failures, including summarizing failures, detecting flaky tests, and suggesting fixes.1 starNo one-command install · Source
31622.557lazarus-mcpmcp · github-vcsEnables automatic diagnosis, safe repair, and evidence generation for broken Node and Python repositories, providing scan, autopsy, resurrect, and…1 starNo one-command install · Source
31622.557git-reviewermcp · github-vcsEnables AI assistants to fetch GitHub pull request diffs and metadata, and post review comments directly through the MCP protocol.1 starNo one-command install · Source
31622.557superbox-executormcp · github-vcsRemote MCP server executor on Cloudflare Workers that runs Python-based tools from GitHub repos via a lightweight TypeScript interpreter, supporting…1 starNo one-command install · Source
31622.557import-skills-powermcp · github-vcsEnables importing, managing, and using Markdown skills from GitHub repositories, with tools to list, install, view, and remove skills locally.1 starNo one-command install · Source
31622.557mcp-appmcp · github-vcsFetches public GitHub repositories and uses an LLM to generate a json-render UI specification.1 starNo one-command install · Source
31622.557lvoytek-ubuntumcp · github-vcsQuery and manage Ubuntu ecosystem data including bugs, packages, versions, and merge requests via Launchpad, GitHub, and Snapcraft.1 starNo one-command install · Source
31622.557davidweb3-git-enhancedmcp · github-vcsEnhanced Git operations for AI coding assistants including code review, commit history analysis, and branch management tools.1 starNo one-command install · Source
31622.557git-mcpmcp · github-vcsStandalone MCP server for GitHub that enables repository management, branch operations, pull request handling, and commit retrieval via tools listed…1 starNo one-command install · Source
31622.557ado-workflows-mcpmcp · github-vcsEnables AI agents to discover Azure DevOps repositories, manage pull requests, and interact with PR comments and reviews via the Model Context…1 starNo one-command install · Source
31622.557mcp-giteamcp · github-vcsMCP server for interacting with Gitea, enabling issue and PR management, repository browsing, file reading, and safe git command execution.1 starNo one-command install · Source
31622.557mcp-sandboxed-git-gh-climcp · github-vcsRuns git and GitHub CLI commands outside the macOS sandbox to bypass sandbox restrictions like SSH signing and TLS issues.1 starNo one-command install · Source
31622.557rewind-mcpmcp · github-vcsEnables developers to recover their working context after interruptions by analyzing git state, file activity, editor state, and shell history.1 starNo one-command install · Source
31622.557git-quick-stats-mcp-servermcp · github-vcsExposes git-quick-stats commands as MCP tools to analyze git repositories via natural language.1 starNo one-command install · Source
31622.557sandip124-wisegitmcp · github-vcsExtracts decision intent from git history and protects intentional code from AI modification.1 starNo one-command install · Source
31622.557shane-js-ghostfreemcp · github-vcsScans repository dependencies for known security vulnerabilities using CVE data from OSV.dev, NVD, and CISA.1 starNo one-command install · Source
31622.557frankxmx-dailyhotmcp · github-vcsTrending content aggregated from 55+ platforms including Weibo, Zhihu, Bilibili, and GitHub.1 starNo one-command install · Source
31622.557cocaxcode-devflowmcp · github-vcsJira and GitHub/GitLab workflow automation with 32 tools.1 starNo one-command install · Source
31622.557gh-aguantar-vibescanmcp · github-vcsSecurity scanner for leaked secrets, dangerous code patterns, and git hygiene issues.1 starNo one-command install · Source
31622.557libsrcmcp · github-vcsResolves project dependencies and provides local source code paths for AI agent inspection by auto-detecting the build system, resolving dependencies…1 starNo one-command install · Source
31622.557io-github-420247jake-session-forgemcp · github-vcsNever start from zero. Persistent session intelligence for AI coding assistants.1 starNo one-command install · Source
31622.557mcp-github-pmmcp · github-vcsEnables GitHub project management from Claude, supporting issue creation, milestones, labels, changelog generation, and repository stats.1 starNo one-command install · Source
31622.557bdbrown4-github-portfoliomcp · github-vcsExposes GitHub user profile, repository listings, language statistics, and README content through a dual-mode MCP server for portfolio analysis.1 starNo one-command install · Source
31622.557manifoldhiker-neuralpulsemcp · github-vcsPersonalized content feed aggregation from RSS, YouTube, and GitHub sources with channel management and filtering.1 starNo one-command install · Source
31622.557mcp-github-dashboardmcp · github-vcsA comprehensive GitHub project dashboard for MCP that monitors multiple repositories, pull requests, issues, deployments, and health status through AI…1 starNo one-command install · Source
31622.557hop-mcpmcp · github-vcsManages parallel Git worktrees, enabling work on multiple branches simultaneously without stashing or context switching.1 starNo one-command install · Source
31622.557j3r3my97-milestonermcp · github-vcsAutomates build-in-public social media updates by analyzing git commit history and generating platform-appropriate milestone posts with optimal timing…1 starNo one-command install · Source
31622.557io-github-gjeltep-app-store-connect-mcpmcp · github-vcsEnables management of App Store Connect resources including app reviews, TestFlight crashes, analytics reports, and Xcode Cloud workflows through…1 starNo one-command install · Source
31622.557tuankiet1708-github-pr-notionmcp · github-vcsFetches GitHub pull request changes and creates structured analysis reports in Notion pages for automated PR documentation workflows.1 starNo one-command install · Source
31622.557anyiba-spec-kitmcp · github-vcsIntegrates with GitHub's Spec Kit templates and specify-cli tool to guide specification lifecycle including constitution establishment, requirement…1 starNo one-command install · Source
31622.557rubiojr-ergsmcp · github-vcsIntegrates with Ergs full-text search system to enable searching and browsing across personal datasources like GitHub repositories and RSS feeds with…1 starNo one-command install · Source
31622.557merge-request-summarizermcp · github-vcsAutomates git merge request analysis by categorizing commits, estimating review time, and generating structured markdown or JSON summaries of changes…1 starNo one-command install · Source
31622.557git-training-wheelsmcp · github-vcsAn MCP server that enforces safe git commits by allowing only specified files and providing fixup capabilities for earlier commits.1 starNo one-command install · Source
31622.557mcp-github-readme-generatormcp · github-vcsAn MCP server that analyzes GitHub repositories and automatically generates README.md files. Supports multiple AI providers and offers web, MCP tool…1 starNo one-command install · Source
31622.557github-mcp-toolmcp · github-vcsEnables managing GitHub repositories, files, and user information through MCP, with support for creating, updating, and deleting repository contents…1 starNo one-command install · Source
31622.557bitbucket-server-mcp-2mcp · github-vcsA professional MCP server for Bitbucket Server that enables automation of pull request management, code review, and repository operations.1 starNo one-command install · Source
31622.557willianmarcel-github-pr-reviewer-notionmcp · github-vcsIntegrates with GitHub's API to fetch, analyze, and document pull request changes, enabling automated code reviews and maintaining documentation of…1 starNo one-command install · Source
31622.557git-mcp-servermcp · github-vcsAn MCP server that provides tools for interacting with Git repositories, enabling AI assistants to manage repositories, branches, commits, and files…1 starNo one-command install · Source
31622.557nzenitram-githubmcp · github-vcsIntegrates with GitHub APIs to enable repository searching, issue management, pull request creation, and settings control directly within Claude…1 starNo one-command install · Source
31622.557anthropic-githubmcp · github-vcsProvides a robust GitHub API bridge using TypeScript and Zod, enabling developers to automate repository operations through conversational…1 starNo one-command install · Source
31622.557juicetea-github-repository-integrationmcp · github-vcsIntegrates GitHub repositories with Cursor IDE, enabling direct access and interaction with GitHub content within the editor using only a Personal…1 starNo one-command install · Source
40015.873github-wiki-explorermcp · github-vcsNavigate and understand GitHub repository documentation effortlessly by retrieving wiki structures and contents. Get direct answers to specific…338 installsNo commit datelisted No one-command install · Source

Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.

Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.

Leaderboard · Armory