Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 401 | Unranked | ast-indexer-mcp-servermcp · github-vcs | AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositories with AST parsing. It extracts functions, classes, imports… | No signals yet | No one-command install · Source | |
| 402 | Unranked | git-repo-auth-mcpmcp · github-vcs | Mints short-lived, scoped GitHub App installation tokens on demand for AI agents to access git repositories or the GitHub API. | No signals yet | No one-command install · Source | |
| 403 | Unranked | pipeworx-io-repologymcp · github-vcs | Compares package versions across 350+ Linux distributions and repositories via Repology. | No signals yet | No one-command install · Source | |
| 404 | Unranked | mcp-cronosmcp · github-vcs | MCP server for structured daily work diary management, enabling entries, standup summaries, weekly reports, full-text search, and automatic git… | No signals yet | No one-command install · Source | |
| 405 | Unranked | hgnc-linkmcp · github-vcs | Grounds gene-nomenclature work in the HUGO Gene Nomenclature Committee (HGNC) dataset, enabling resolution of gene symbols and IDs to canonical HGNC… | No signals yet | No one-command install · Source | |
| 406 | Unranked | mcp-server-githubmcp · github-vcs | Enables interaction with GitHub repositories, issues, pull requests, code search, branches, and GitHub Actions workflows. | No signals yet | No one-command install · Source | |
| 407 | Unranked | todo2codemcp · github-vcs | MCP server that extracts and links code, tasks, documentation, and git history into a graph, then diagnoses discrepancies and generates reports. | No signals yet | No one-command install · Source | |
| 408 | Unranked | reporescue-mcpmcp · github-vcs | Clones and inspects public GitHub repositories to extract evidence like manifests, dependencies, and version hints, and can run allow-listed repos in… | No signals yet | No one-command install · Source | |
| 409 | Unranked | repoprimermcp · github-vcs | Provides fresh project context to coding agents by combining Markdown documentation and live Git state, enabling deterministic startup briefs and… | No signals yet | No one-command install · Source | |
| 410 | Unranked | fsguard-mcpmcp · github-vcs | Enables safe filesystem and git operations confined within a single allowed directory tree, using symlink-resolved path containment to protect against… | No signals yet | No one-command install · Source | |
| 411 | Unranked | gitpinmcp · github-vcs | Provides index-free, read-only, multi-repo Git evidence for MCP agents, enabling prove-verify loops with git show. | No signals yet | No one-command install · Source | |
| 412 | Unranked | sourcerecall-mcp-servermcp · github-vcs | Enables AI coding assistants to search and retrieve code from self-hosted Git repositories using semantic and lexical search with optional reranking… | No signals yet | No one-command install · Source | |
| 413 | Unranked | ticket-workflow-mcpmcp · github-vcs | Enables management of a local-first, per-repo ticket board with git/PR pipeline using markdown files and MCP tools for ticket operations. | No signals yet | No one-command install · Source | |
| 414 | Unranked | gha-doctormcp · github-vcs | CI health reports for GitHub Actions: flaky tests named from logs, wasted compute priced in dollars, zombie crons, PR feedback time, plus 21 lint… | No signals yet | No one-command install · Source | |
| 415 | Unranked | io-github-easytocloud-mac-letterheadmcp · github-vcs | Enables AI assistants to apply letterhead templates to PDF and Markdown documents, converting Markdown to professionally formatted PDFs with… | No signals yet | No one-command install · Source | |
| 416 | Unranked | mcpsystemmcp · github-vcs | A local runtime for persistent, isolated replicas of services such as GitHub, GitLab, Bitbucket, Jira, Linear, and YouTrack, providing MCP surfaces… | No signals yet | No one-command install · Source | |
| 417 | Unranked | relaybridgemcp · github-vcs | Provides a local Windows control plane for PowerShell and AI CLIs, exposing MCP tools for safe terminal sessions, bounded provider calls, routing… | No signals yet | No one-command install · Source | |
| 418 | Unranked | codex-dsh-mcpmcp · github-vcs | Enables Codex to delegate routine repository exploration, implementation, refactors, tests, and fixes to DeepSeek Harness in isolated Git worktrees… | No signals yet | No one-command install · Source | |
| 419 | Unranked | chatgpt-github-mcp-appmcp · github-vcs | This MCP server bridges ChatGPT to GitHub, letting you use natural language to read repositories, modify code, create branches, and open pull requests… | No signals yet | No one-command install · Source | |
| 420 | Unranked | atommcp · github-vcs | Manages GitHub pull request notifications in Slack, including repo-channel mappings, reminders, and standups. | No signals yet | No one-command install · Source | |
| 421 | Unranked | ci-watch-mcpmcp · github-vcs | MCP server with the watch_ci tool that polls GitHub Actions until a commit's CI run finishes, then returns the outcome and failed log tail in one… | No signals yet | No one-command install · Source | |
| 422 | Unranked | sns45-dear-claudemcp · github-vcs | Spawns local Claude Code instances from GitHub, Linear, Jira, GitLab, Notion, and Obsidian when "Dear Claude" is mentioned. | No signals yet | No one-command install · Source | |
| 423 | Unranked | libraiummcp · github-vcs | MCP server for searching, retrieving details, suggesting, and adding curated GitHub repositories from a personal library. | No signals yet | No one-command install · Source | |
| 424 | Unranked | pipeworx-githubmcp · github-vcs | Queries public GitHub repositories, users, issues, and pull requests via the GitHub public REST API without authentication. | No signals yet | No one-command install · Source | |
| 425 | Unranked | mcp-paperswithcodemcp · github-vcs | Papers With Code MCP — browse ML research papers and their code repositories. | No signals yet | No one-command install · Source | |
| 426 | Unranked | pipeworx-papers-with-codemcp · github-vcs | Browse machine learning research papers and their associated code repositories from Papers with Code. | No signals yet | No one-command install · Source | |
| 427 | Unranked | pipeworx-io-openstatesmcp · github-vcs | OpenStates US state legislative data for bills, legislators, votes, and committee activity across all 50 states via Pipeworx. | No signals yet | No one-command install · Source | |
| 428 | Unranked | openparliament-camcp · github-vcs | Provides access to Canadian parliamentary data including debates, bills, votes, politicians, and committees via the OpenParliament.ca civic-tech… | No signals yet | No one-command install · Source | |
| 429 | Unranked | mcp-jsdelivrmcp · github-vcs | Provides JSDelivr CDN statistics and package information for npm packages and GitHub repositories, enabling queries on request counts, bandwidth, file… | No signals yet | No one-command install · Source | |
| 430 | Unranked | mcp-gitignoremcp · github-vcs | Enables listing and fetching .gitignore templates from GitHub's gitignore repository, and composing combined templates. | No signals yet | No one-command install · Source | |
| 431 | Unranked | pipeworx-io-gitignoremcp · github-vcs | Retrieve canonical .gitignore file templates for programming languages, frameworks, and development tools from the github/gitignore repository. | No signals yet | No one-command install · Source | |
| 432 | Unranked | mcp-github-privatemcp · github-vcs | Enables AI agents to access private GitHub repositories, organizations, issues, pull requests, and file contents via OAuth authentication. | No signals yet | No one-command install · Source | |
| 433 | Unranked | pipeworx-io-github-privatemcp · github-vcs | Authenticated access to private GitHub repositories, organizations, issues, and pull requests via OAuth. | No signals yet | No one-command install · Source | |
| 434 | Unranked | committee-releasesmcp · github-vcs | Enables searching and retrieving documents that congressional committees publish on their own websites, including press releases, oversight letters… | No signals yet | No one-command install · Source | |
| 435 | Unranked | pipeworx-arxivmcp · github-vcs | Access academic preprint research papers from arXiv's open-access repository. | No signals yet | No one-command install · Source | |
| 436 | Unranked | adelaidasofia-githubmcp · github-vcs | Self-hosted GitHub MCP server for repository operations, issues, and pull requests. | No signals yet | No one-command install · Source | |
| 437 | Unranked | io-github-aiops-tools-network-aiopsmcp · github-vcs | Provides MCP tools for governed multi-vendor network device operations, including configuration management (backup, diff, merge, replace, rollback)… | No signals yet | No one-command install · Source | |
| 438 | Unranked | io-github-aiops-tools-ceph-aiopsmcp · github-vcs | Governed AI-ops for Ceph, providing root-cause health analysis and guarded destructive operations via a built-in governance harness with risk tiers… | No signals yet | No one-command install · Source | |
| 439 | Unranked | repofathermcp · github-vcs | Scans repositories to produce a readiness score and actionable fixes across positioning, tryability, community, MCP, and monetization, plus generates… | No signals yet | No one-command install · Source | |
| 440 | 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 | |
| 441 | Unranked | karataevdmitry-gitmcp · github-vcs | C# .NET git operations toolkit with ten tools for status, diff, log, branch management, commits, and push/pull workflows. | No signals yet | No one-command install · Source | |
| 442 | Unranked | canonical-vault-mcp-servermcp · github-vcs | Enables read-only access to the canonical-vault GitHub repository through MCP, letting clients list files, retrieve file contents and history, inspect… | No signals yet | No one-command install · Source | |
| 443 | Unranked | compuute-scanmcp · github-vcs | Static security scanner for MCP servers, analyzing GitHub repositories across 37 rules in 8 programming languages. | No signals yet | No one-command install · Source | |
| 444 | Unranked | weavatrix-gitmcp · github-vcs | MCP server for fast, bounded, read-only Git evidence, enabling AI agents to query commit history, diffs, status, and snapshots by parsing repository… | No signals yet | No one-command install · Source | |
| 445 | Unranked | personal-repo-mcpmcp · github-vcs | Enables AI agents to work with administrator-approved Git repositories on a self-hosted VPS, supporting cloning, file edits, and full Git operations… | No signals yet | No one-command install · Source | |
| 446 | Unranked | auto-knowledge-syncmcp · github-vcs | Enables capturing technical knowledge from AI development sessions into vetted documents and committing them to a designated private GitHub… | No signals yet | No one-command install · Source | |
| 447 | 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 | |
| 448 | Unranked | codebase-cartographermcp · github-vcs | Maps a local Python repository into an AST-backed symbol graph and performs verified multi-file refactors, enabling scope-aware renaming, moving, and… | No signals yet | No one-command install · Source | |
| 449 | Unranked | critique-mcpmcp · github-vcs | Enables an agent to review pull requests by listing changed files, checking test coverage, linting changed Python files with Ruff, and posting a real… | No signals yet | No one-command install · Source | |
| 450 | Unranked | ado-mcp-servermcp · github-vcs | Enables Claude Code to interact with Azure DevOps Server on-premises (work items, pull requests, repositories) through secure, controlled… | No signals yet | No one-command install · Source | |
| 451 | Unranked | codex-commit-review-mcpmcp · github-vcs | Enables auditable, plan-linked Git commit review views for Codex, with interactive file trees, split diffs, line-level explanations, and SHA-256 audit… | No signals yet | No one-command install · Source | |
| 452 | Unranked | actions-guard-mcpmcp · github-vcs | Scans GitHub Actions workflow files for dangerous triggers, template injection, unpinned actions, excessive permissions, and secrets in shell commands… | No signals yet | No one-command install · Source | |
| 453 | 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 | |
| 454 | Unranked | io-github-elwsls-verifiable-claim-seedmcp · github-vcs | Enables validating and verifying verifiable claims through structural checks, hash anchoring, and optional script execution, exposing self-test… | No signals yet | No one-command install · Source | |
| 455 | Unranked | repomind-bridgemcp · github-vcs | Enables coding agents to receive and act on voice-captured tasks delivered as GitHub issues, including retrieving full context, adding notes, asking… | No signals yet | No one-command install · Source | |
| 456 | Unranked | line-issue-mcpmcp · github-vcs | This MCP server enables AI-powered triage of customer messages from LINE Official Accounts or Groups, automatically searching recent GitLab commits… | No signals yet | No one-command install · Source | |
| 457 | Unranked | gitops-safe-mcpmcp · github-vcs | Enables read-only inspection of Git repository status and diff summaries, along with validation of OpenTofu and Ansible configurations, through a… | No signals yet | No one-command install · Source | |
| 458 | Unranked | github-triage-agent-mcp-servermcp · github-vcs | Enables autonomous triage of GitHub issues and pull requests through MCP, with classification, deduplication, prioritization, and safe… | No signals yet | No one-command install · Source | |
| 459 | Unranked | oss-trends-mcpmcp · github-vcs | Enables AI builders to discover trending open-source projects for a given task by ranking repos based on GitHub momentum, npm/PyPI growth, and Hacker… | No signals yet | No one-command install · Source | |
| 460 | Unranked | pocketnookmcp · github-vcs | Deploy GitHub repositories or local directories to private URLs directly from an MCP client. Includes tools for managing deployments, reading build… | No signals yet | No one-command install · Source | |
| 461 | Unranked | epik-ghmcp · github-vcs | A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issues, pull requests, branches, labels, repositories, CI actions, and… | No signals yet | No one-command install · Source | |
| 462 | Unranked | github-mcp-server-custommcp · github-vcs | Enables AI agents to perform full CRUD operations on GitHub, including repositories, issues, pull requests, branches, comments, reviews, and merges… | No signals yet | No one-command install · Source | |
| 463 | Unranked | eodly-mcp-servermcp · github-vcs | Read-only MCP server that exposes Eodly's sourced end-of-day reports and team roster to MCP clients, letting you ask questions like "who is slipping… | No signals yet | No one-command install · Source | |
| 464 | Unranked | gitmorumcp · github-vcs | Enables AI to read and analyze repository incident scan results, including file diffs and summaries, to help investigate suspicious changes. It is… | No signals yet | No one-command install · Source | |
| 465 | Unranked | mcp-github-agentmcp · github-vcs | Enables AI assistants to query GitHub data directly through natural language, including user profiles, repositories, issues, and search. | No signals yet | No one-command install · Source | |
| 466 | Unranked | portfolio-mcp-2mcp · github-vcs | Reads a directory of projects and reports on their stack, git state, deployment targets, and monetization readiness. | No signals yet | No one-command install · Source | |
| 467 | Unranked | io-github-icohangar-ops-chp-mcpmcp · github-vcs | Enables MCP clients to evaluate CHP Profile B capital gates, including spend/mandate decisions, human-approval workflows, canonical JSON hashing, and… | No signals yet | No one-command install · Source | |
| 468 | Unranked | angular-pr-review-mcpmcp · github-vcs | Enables automated pull-request review workflows for Angular repositories by providing tools to generate, read, and save diffs, and to fetch review… | No signals yet | No one-command install · Source | |
| 469 | 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 | |
| 470 | Unranked | ado-eodmcp · github-vcs | MCP server that turns your IDE session history and git activity into Azure DevOps ticket updates, drafting comments, hours, and state changes with… | No signals yet | No one-command install · Source | |
| 471 | Unranked | shakatoti1618-agentmcp · github-vcs | MCP server that enables AI agents to perform GitHub operations (repos, issues, commits, PRs) via natural language, integrated with hosts like… | No signals yet | No one-command install · Source | |
| 472 | Unranked | acumiglio-mcp-github-agentmcp · github-vcs | MCP server that lets AI agents interact with GitHub using natural language, supporting operations like creating repositories, issues, and commits. | No signals yet | No one-command install · Source | |
| 473 | Unranked | repoguardian-mcp-servermcp · github-vcs | Enables AI assistants to analyze GitHub repository health, issues, PRs, code, and engineering risks via RHD's agentic RAG, while keeping external… | No signals yet | No one-command install · Source | |
| 474 | Unranked | git-history-viewermcp · github-vcs | A local-first MCP server that provides read-only access to Git repository history, exposing commit metadata and optionally content patches via… | No signals yet | No one-command install · Source | |
| 475 | Unranked | github-assistant-mcpmcp · github-vcs | A read-only MCP server that lets AI assistants inspect local workspace files, search context, view git diffs, and fetch a fixed GitHub profile, all… | No signals yet | No one-command install · Source | |
| 476 | Unranked | aedificium-templatemcp · github-vcs | Enables a personal learning notebook and lexicon with Claude-native chat, supporting markdown notes, definitions, PDFs, math rendering, wiki-links… | No signals yet | No one-command install · Source | |
| 477 | Unranked | mcp-trialmcp · github-vcs | An MCP server for the GitHub API that provides repo summaries, recent commit messages, raw README resources, and a prompt template for evaluating… | No signals yet | No one-command install · Source | |
| 478 | Unranked | repository-inspector-mcp-servermcp · github-vcs | Enables AI clients to inspect Git repository changes, run allowlisted validation commands, and generate Markdown review reports via MCP, with… | No signals yet | No one-command install · Source | |
| 479 | Unranked | keelen-mcpmcp · github-vcs | MCP server for managing an autonomous dev loop from chat—onboarding, connecting GitHub, and converting plain-English requests into tested, merged pull… | No signals yet | No one-command install · Source | |
| 480 | Unranked | git-intel-mcpmcp · github-vcs | A lightweight MCP server that analyzes Git repository history and provides insights through AI-compatible tools. It supports hotspot detection… | No signals yet | No one-command install · Source | |
| 481 | Unranked | branch-diff-explorermcp · github-vcs | Read-only MCP server exposing Git branch diff sessions, filtered file lists, patches, and commit metadata from the Branch Diff Explorer VS Code… | No signals yet | No one-command install · Source | |
| 482 | Unranked | graphforge-neo4j-mcp-servermcp · github-vcs | Enables querying a Neo4j knowledge graph built from Git repositories and relational database schemas via MCP, with tools for schema inspection, Cypher… | No signals yet | No one-command install · Source | |
| 483 | Unranked | hive-mcp-vaultmcp · github-vcs | Provides TSS-MPC key splitting and ZK biometric commitments for secure key custody, now suspended per partner doctrine. | No signals yet | No one-command install · Source | |
| 484 | Unranked | gh-board-mcpmcp · github-vcs | Manages GitHub Projects v2 as a personal kanban board, allowing you to create, move, and prioritize draft items without linking to real issues. | No signals yet | No one-command install · Source | |
| 485 | Unranked | gooseworks-mcpmcp · github-vcs | A Model Context Protocol (MCP) server that exposes GitHub tools for repository management, code search, issue creation, and pull request operations. | No signals yet | No one-command install · Source | |
| 486 | Unranked | devassist-mcp-servermcp · github-vcs | A production-ready MCP server for GitHub and competitive programming (Codeforces) that enables AI assistants to fetch user profiles, repository stats… | No signals yet | No one-command install · Source | |
| 487 | Unranked | openwiki-mcpmcp · github-vcs | Enables MCP hosts to generate and update repository wikis using OpenWiki's documentation generation tools. | No signals yet | No one-command install · Source | |
| 488 | Unranked | github-devhub-mcpmcp · github-vcs | An MCP server that brings GitHub workflow tools (repo, PR, issue, CI) and cost-free LLM-powered engineering tools (PR review, issue triage, commit… | No signals yet | No one-command install · Source | |
| 489 | Unranked | reponavmcp · github-vcs | Enables locating evidence for repository questions using CodeGraph or ripgrep, providing verified results and follow-ups. | No signals yet | No one-command install · Source | |
| 490 | Unranked | github-mcp-agentmcp · github-vcs | A server that enables natural-language queries about GitHub repositories and returns answers backed by live GitHub data. | No signals yet | No one-command install · Source | |
| 491 | Unranked | normsyncmcp · github-vcs | Pre-commit norm gate for AI-generated PRs — enforces coding and contribution norms, blocking violations before they land. | No signals yet | No one-command install · Source | |
| 492 | Unranked | stillos-notary-mcpmcp · github-vcs | Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts resolved against real external ground truth, supporting resolvers like… | No signals yet | No one-command install · Source | |
| 493 | Unranked | github-code-search-mcp-servermcp · github-vcs | Enables searching GitHub code with filters and reading arbitrary file contents from any repository via MCP. | No signals yet | No one-command install · Source | |
| 494 | Unranked | heroui-v2-mcpmcp · github-vcs | A standalone local MCP server that serves HeroUI v2 component documentation, source code, style definitions, and theme tokens by fetching directly… | No signals yet | No one-command install · Source | |
| 495 | Unranked | phionyx-pipeline-mcpmcp · github-vcs | Enables verification of AI coding agent self-reports against git diff truth and a deterministic gate, producing pass/regenerate/reject directives to… | No signals yet | No one-command install · Source | |
| 496 | Unranked | developer-productivity-mcpmcp · github-vcs | Provides MCP tools for GitHub code search, Jira sprint status, pull request risk analysis, and project metrics, enabling agentic workflows for… | No signals yet | No one-command install · Source | |
| 497 | Unranked | github-dev-copilotmcp · github-vcs | Enables AI agents to interact with GitHub via MCP, managing repositories, issues, PRs, and analyzing repository health through tools like… | No signals yet | No one-command install · Source | |
| 498 | Unranked | codetourmcp · github-vcs | Enables LLMs to create animated, narrated tours of GitHub pull requests, with a local browser viewer showing diffs and code highlights while speaking… | No signals yet | No one-command install · Source | |
| 499 | Unranked | github-flow-mcpmcp · github-vcs | A policy-aware MCP server for GitHub and GitHub Actions that enables safe AI-assisted infrastructure workflows—inspecting repositories, preparing… | No signals yet | No one-command install · Source | |
| 500 | Unranked | git-telemetry-mcpmcp · github-vcs | Provides AI assistants with a Development Time Machine by analyzing git reflogs, commit history, working directory deltas, and shell history for… | No signals yet | 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.