Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 95.286 | cyanheads-gitmcp · github-vcs | Integrates with Git repositories using simple-git to enable core version control operations like cloning, committing, and branch management. | 239 stars · 56 forks | No one-command install · Source | |
| 2 | 93.400 | dmmulroy-overseermcp · github-vcs | Task orchestration system that creates hierarchical milestone-task-subtask structures with inherited context and learnings, automatically managing… | 247 stars · 15 forks | No one-command install · Source | |
| 3 | 92.493 | perforce-p4mcp · github-vcs | Integrates with Perforce P4 version control system | 119 stars · 27 forks | No one-command install · Source | |
| 4 | 86.647 | gitlab-code-reviewmcp · github-vcs | Integrates with GitLab to enable code review of merge requests, allowing detailed analysis of diffs, commenting, and approval directly within the… | 45 stars · 16 forks | No one-command install · Source | |
| 5 | 83.721 | geropl-gitmcp · github-vcs | Integrates with Git repositories to enable version control operations and automation, supporting both shell-based commands and the go-git library for… | 37 stars · 9 forks | No one-command install · Source | |
| 6 | 83.427 | rifqi96-gitlabmcp · github-vcs | Integrates with GitLab to enable repository management, code review, CI/CD operations, and project administration through domain-specific API managers… | 21 stars · 15 forks | No one-command install · Source | |
| 7 | 83.105 | selvagemcp · github-vcs | Enables AI-powered code review of Git diffs through natural language, supporting multiple AI models and Git workflows. | 36 stars · 8 forks | No one-command install · Source | |
| 8 | 73.813 | sheshiyer-gitmcp · github-vcs | Integrates with Git repositories to enable version control operations, code management, and collaborative development workflows | 6 stars · 9 forks | No one-command install · Source | |
| 9 | 73.424 | tatn-diff-pythonmcp · github-vcs | Integrates with Python's difflib to generate unified diffs for efficient text comparison and version control tasks. | 9 stars · 8 forks | No one-command install · Source | |
| 10 | 70.060 | pars-doe-autodocumentmcp · github-vcs | Automatically generates documentation, test plans, and code reviews for software repositories through a bottom-up analysis approach that respects… | 6 stars · 7 forks | No one-command install · Source | |
| 11 | 63.896 | lileeei-git-toolsmcp · github-vcs | Integrates with Git to enable version control operations, repository management, and change tracking for collaborative development environments. | 8 stars · 3 forks | No one-command install · Source | |
| 12 | 57.754 | tatn-unified-diff-generatormcp · github-vcs | Generates unified diffs between text strings with 3 lines of context, enabling precise comparison and analysis for version control and code review… | 3 stars · 4 forks | No one-command install · Source | |
| 13 | 57.364 | gitlab-mcp-server-2mcp · github-vcs | Enables AI assistants to interact seamlessly with self-hosted GitLab instances, supporting repository operations, issue management, merge requests… | 5 stars · 3 forks | No one-command install · Source | |
| 14 | 52.498 | heruujoko-github-reviewmcp · github-vcs | Integrates with GitHub's API to enable pull request analysis, code review operations, file change tracking, commit history retrieval, and automated… | 5 stars · 1 fork | No one-command install · Source | |
| 14 | 52.498 | gourav221b-github-pull-requestmcp · github-vcs | Retrieves detailed GitHub pull request information including files, diffs, comments, and reviews for code review assistance, PR summarization, or… | 5 stars · 1 fork | No one-command install · Source | |
| 16 | 50.895 | highlight-github-pull-request-diffmcp · github-vcs | Integrates with GitHub's Pull Request API to extract diff content, enabling automated code review and analysis workflows. | 2 stars · 3 forks | No one-command install · Source | |
| 17 | 44.256 | shaileshahuja-github-pr-commentsmcp · github-vcs | Integrates with GitHub's Pull Request system to fetch and analyze PR comments with their associated file paths, line ranges, and replies for seamless… | 3 stars · 1 fork | No one-command install · Source | |
| 17 | 44.256 | frstycodes-githubmcp · github-vcs | Integrates with GitHub repositories directly within the Zed editor, enabling code review, issue management, and repository exploration through a… | 3 stars · 1 fork | No one-command install · Source | |
| 19 | 43.275 | svn-agent-mcpmcp · github-vcs | Enables secure SVN version control operations via MCP, including status, diff, precommit checks, and guarded mutations, with a bundled Windows… | 4 stars | No one-command install · Source | |
| 19 | 43.275 | drift-mcp-servermcp · github-vcs | Enables intent-driven version control on top of Git, turning commits into auditable intents with prompts, AST deltas, and signatures, and providing… | 4 stars | No one-command install · Source | |
| 19 | 43.275 | pr-mcp-servermcp · github-vcs | MCP server to automate Pull Request creation with AI. Analyzes Git branches, generates descriptions, titles, suggests reviewers, and performs code… | 4 stars | No one-command install · Source | |
| 22 | 38.066 | foaas-mcp-servermcp · github-vcs | A Docker-based MCP server that exposes humorous and explicit FOAAS operations for responding to development scenarios like bug reports, code reviews… | 2 stars · 1 fork | No one-command install · Source | |
| 23 | 32.223 | mshegolev-gitlab-cimcp · github-vcs | Manage GitLab CI/CD pipelines, schedules, merge requests, and repository files via the GitLab API. | 2 stars | No one-command install · Source | |
| 23 | 32.223 | bkalafat-diffpilotmcp · github-vcs | Provides Git workflow tools for code review including diff analysis, PR generation, commit messages, and secret scanning | 2 stars | No one-command install · Source | |
| 23 | 32.223 | shaunie2fly-ndlovu-code-reviewermcp · github-vcs | Combines static analysis with Gemini CLI integration to automatically detect uncommitted JavaScript, TypeScript, and Vue file changes via git diff… | 2 stars | No one-command install · Source | |
| 23 | 32.223 | thealchemist6-codecompassmcp · github-vcs | Integrates with GitHub repositories and OpenRouter to provide deep codebase analysis, dependency mapping, code refactoring, component extraction, and… | 2 stars | No one-command install · Source | |
| 23 | 32.223 | mikhael-abdallah-azure-revisormcp · github-vcs | Enables automated code review workflows in Azure DevOps by retrieving pull request diffs and creating inline comments using personal access tokens. | 2 stars | No one-command install · Source | |
| 28 | 22.557 | hg-mcp-servermcp · github-vcs | Enables AI assistants to interact with Mercurial repositories, supporting version control operations like cloning, committing, branching, merging, and… | 1 star | No one-command install · Source | |
| 28 | 22.557 | byronwade-memoriamcp · github-vcs | Analyzes code dependencies through git forensics to prevent refactoring bugs | 1 star | No one-command install · Source | |
| 28 | 22.557 | github-pr-reviewmcp · github-vcs | Enables LLM clients to list, read, review, and comment on GitHub pull requests, turning an AI assistant into a fully capable code reviewer. | 1 star | No one-command install · Source | |
| 28 | 22.557 | davidweb3-git-enhancedmcp · github-vcs | Enhanced Git operations for AI coding assistants including code review, commit history analysis, and branch management tools. | 1 star | No one-command install · Source | |
| 28 | 22.557 | bitbucket-server-mcp-2mcp · github-vcs | A professional MCP server for Bitbucket Server that enables automation of pull request management, code review, and repository operations. | 1 star | No one-command install · Source | |
| 33 | Unranked | git-daily-reviewmcp · github-vcs | Enables AI agents to run automated daily code reviews, retrieve Markdown reports, and curate a project knowledge base across any Git repository. | No signals yet | No one-command install · Source | |
| 34 | Unranked | manasmcp · github-vcs | Enables interaction with a local knowledge repository via MCP, providing tools for capturing, indexing, and searching Markdown notes with Git version… | No signals yet | No one-command install · Source | |
| 35 | Unranked | hw-native-sysmcp · github-vcs | Enables full-stack compiler development across the hw-native-sys workspace by combining repository operations (git health, code search, task running)… | No signals yet | No one-command install · Source | |
| 36 | Unranked | bitbucket-mcpmcp · github-vcs | Enables AI assistants to programmatically manage Bitbucket Cloud resources, including pull requests, repositories, and branches, automating code… | No signals yet | No one-command install · Source | |
| 37 | Unranked | codewalkmcp · github-vcs | AI-powered codebase intelligence tool that builds a dependency graph of a git repo for structural Q&A and pre-PR code review. It exposes MCP tools for… | No signals yet | No one-command install · Source | |
| 38 | Unranked | pvc-mcp-servermcp · github-vcs | A Git-like version control system for AI agent decision tracking, enabling plan commits, diffs, branches, and history. | No signals yet | No one-command install · Source | |
| 39 | Unranked | pr-reviewer-mcp-servermcp · github-vcs | Connects Claude to GitHub, enabling listing repositories, browsing open pull requests, and inspecting PR diffs for code review. | No signals yet | No one-command install · Source | |
| 40 | Unranked | mcp-codexreviewmcp · github-vcs | Provides MCP tools to review git changes using OpenAI Codex CLI, enabling code review of unstaged, staged, or last-commit changes. | No signals yet | No one-command install · Source | |
| 41 | Unranked | code-reviewworkflow · github-vcs | Code review of local uncommitted changes or a GitHub PR (pass PR number/URL for PR mode). | No signals yet | No commit datelisted | armory install code-review --cli claude |
| 42 | Unranked | commit-2workflow · github-vcs | Create git commits aligned with task completion, maintaining clean version control synchronized with task progress. | No signals yet | No commit datelisted | armory install commit-2 --cli claude |
| 43 | Unranked | cpp-coding-standardsskill · github-vcs | C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern… | No signals yet | No commit datelisted | armory install cpp-coding-standards --cli claude |
| 44 | Unranked | donovan-jasper-saplingmcp · github-vcs | Provides structured access to Sapling (sl) version control repositories with built-in safety guardrails. | No signals yet | No commit datelisted | No one-command install · Source |
| 45 | Unranked | gh-fix-ciskill · github-vcs | Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user… | No signals yet | No commit datelisted | armory install gh-fix-ci --cli claude |
| 46 | Unranked | github-automationskill · github-vcs | Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs… | No signals yet | No commit datelisted | armory install github-automation --cli claude |
| 47 | Unranked | github-officialmcp · github-vcs | GitHub's official MCP Server. Interact with GitHub repositories, issues, pull requests, and more directly from Claude. | No signals yet | No commit datelisted | No one-command install · Source |
| 48 | Unranked | github-workflow-automationskill · github-vcs | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub… | No signals yet | No commit datelisted | armory install github-workflow-automation --cli claude |
| 49 | Unranked | github-workflow-automation-2skill · github-vcs | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub… | No signals yet | No commit datelisted | armory install github-workflow-automation-2 --cli claude |
| 50 | Unranked | gitlab-ai-mcp-servermcp · github-vcs | Connects AI coding assistants to GitLab instances, enabling project and issue management, merge request reviews, CI/CD inspection, repository… | No signals yet | No commit datelisted | No one-command install · Source |
| 51 | Unranked | poly-git-mcpmcp · github-vcs | Unified MCP server for Git forge management across GitHub, GitLab, Gitea, and Bitbucket, enabling repository, issue, PR, and CI/CD operations via CLI… | No signals yet | No commit datelisted | No one-command install · Source |
| 52 | Unranked | syncworkflow · github-vcs | Synchronize task status with git commits, ensuring consistency between version control and task tracking. | No signals yet | No commit datelisted | armory install sync --cli claude |
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.