31,986 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| iflow-mcp/egebese-seo-research-mcp A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get ba | 0 | Claude Code | 1 | 647 tok |
| greendwin/mcp-tasker Simple file-based task tracker for git repos | 0 | Claude Code | 2 | 241 tok |
| v0o0v/assetcache-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 4,848 tok |
| GuilhermeTavares13/cli_project MCP studies | 0 | Claude Code | 1 | 702 tok |
| MrMebelMan/golemio-mcp-server An MCP server that exposes Prague's Golemio open data API to AI assistants. Query public t | 0 | Claude Code | 2 | 612 tok |
| kwrkb/worklog-mcp Work log MCP server for AI assistants — saved and searchable in Markdown | 0 | Claude Code | 1 | 1,076 tok |
| rushikeshmore/admin-agent agentkarma.dev AI-powered Shopify Admin via Claude + MCP. 21 tools: products, collections, ShopifyQL anal | 0 | Claude Code | 1 | 681 tok |
| MolCrafts/molmcp MCP Infrastructure for MolCrafts | 0 | Claude Code, Codex, OpenCode | 2 | 2,963 tok |
| tamojit-123/project-context-map-mcp npmjs.com Turn a repository into structured project memory for MCP clients like Claude Code, so they | 0 | Claude Code | 1 | — |
| nikondrat/cctx-mcp MCP server for AI agents: code structure instead of a wall of text. smart_read, find_symbo | 0 | Claude Code, Codex, Cursor, OpenCode | 13 | 1,561 tok |
| thesma-dev/thesma-mcp | 0 | Claude Code | 1 | 1,021 tok |
| BumpyClock/file-tools-mcp MCP server providing file tools for LLMs and coding agents to quickly get project context | 0 | Claude Code | 1 | 996 tok |
| Yuchenhui/mcp-redis redis.io The official Redis MCP Server is a natural language interface designed for agentic applica | 0 | Claude Code, Gemini CLI | 2 | 3,580 tok |
| AiAgentKarl/space-mcp-server MCP server for NASA space data — Astronomy, Mars Rovers, Asteroids, Earth imagery, Exoplan | 0 | Claude Code | 1 | 312 tok |
| azgem102-max/obsidian-excalidraw-universal-mcp Let Claude and Codex write and draw inside Obsidian, with support for popular Excalidraw s | 0 | Claude Code, Codex, OpenCode | 2 | 4,228 tok |
| ChingEnLin/SQMCPaL Read-only MCP server for Azure Database for PostgreSQL Flexible Server — passwordless via | 0 | Claude Code | 1 | 1,018 tok |
| ExaDev/document-mcp MCP server exposing documents.js's document conversion, editing, and .odb functionality as | 0 | Claude Code, Codex, OpenCode | 2 | 4 tok |
| jurislm/hetzner-mcp jurislm.github.io MCP server for managing Hetzner Cloud infrastructure from Claude Code | 0 | Claude Code, GitHub Copilot | 2 | 2,791 tok |
| iMayuuR/contexthub | 0 | Claude Code, Codex, OpenCode | 2 | 3,988 tok |
| fv-forgevision/fv-backlog-mcp-server Backlog MCP Server (project-specific edition) | 0 | Claude Code | 1 | — |
| Saeid1992/mcp-ticket-server | 0 | Claude Code | 1 | 564 tok |
| zsc140217/learning-system Learning system built with skills based on refactored MCP and ECC | 0 | Claude Code | 2 | 347 tok |
| dhanushkacc/sharepoint-excel-mcp | 0 | Claude Code | 1 | 1,260 tok |
| clikader/bitbucket-python-mcp BitBucket MCP server implemented in Python for managing repos, PRs and more | 0 | Claude Code | 1 | 1,198 tok |
| subtype-space/subspace-trmnl subtype.space (Formally known as subspace-api) - subspace-trmnl is the service that runs all subspace's | 0 | Claude Code | 1 | 1,437 tok |
| pepperonas/pigeon 🐦 Forward browser console errors to Claude Code via MCP — Chrome MV3 extension → WebSocke | 0 | Claude Code | 1 | 3,045 tok |
| mholzinger/ghe-mcp-gateway MCP server, Claude skill, and GitHub Actions workflows for administering GHE access review | 0 | Claude Code | 1 | — |
| stoyantsiparov/Office-MCP-Server | 0 | Claude Code | 1 | — |
| RobotDisco/qualys-pci-mcp MCP for Qualys PCI Mechant ASV API | 0 | Claude Code | 1 | 1,456 tok |
| ALLezSung/MCP-Control | 0 | Claude Code, Codex, OpenCode | 2 | 3,331 tok |
| nv-minh/UI-perfect Design-fidelity verification that tells an agent what to fix. Measures the DOM against the | 0 | Claude Code | 2 | 1,139 tok |
| Galb-collab/rekordbox-mcp-main rekordbox-mcp-main | 0 | Claude Code | 1 | 866 tok |
| langadventurellc/trellis-mcp | 0 | Claude Code | 1 | 1,407 tok |
| SuppleAardvark/jira-mcp-server An MCP (Model Context Protocol) server that provides Claude with tools to interact with JI | 0 | Claude Code | 1 | 495 tok |
| Dwsy/mcp-feedback-enhanced Enhanced MCP server for interactive user feedback and command execution in AI-assisted dev | 0 | Claude Code | 1 | 1,210 tok |
| bemade/odoo-mcp | 0 | Claude Code | 1 | 864 tok |
| LCV-Ideas-Software/cross-review cross-review.lcv.dev Full-API MCP server for multi-model cross-review with unanimous convergence gates. | 0 | Claude Code, Codex, OpenCode | 2 | 2,533 tok |
| Suyash2013/codebase-rag-mcp A Claude Code MCP plugin that provides token-efficient semantic codebase search. Instead o | 0 | Claude Code | 1 | 731 tok |
| stellarpunk/mcp-server-ascom Control ASCOM-compatible telescopes through AI assistants. Where brass meets binary, steam | 0 | Claude Code | 1 | 2,226 tok |
| OleksiiMikotkin/lesson16 | 0 | Claude Code | 1 | — |
| bpamiri/elasticsearch-mcp MCP server for Elasticsearch clusters - Connect AI assistants to Elasticsearch | 0 | Claude Code | 1 | 1,408 tok |
| chiKeka/bricolage Claude Code plugin - domain-agnostic agent toolkit for assembling free-tier resources into | 0 | Claude Code | 1 | 1,213 tok |
| davebream/bullet-mcp MCP server for the Bullet API (tasks, notes, events) | 0 | Claude Code | 1 | 944 tok |
| 8ncg92gm86-bit/apple-mcp Personal fork of supermemoryai/apple-mcp with extended mail, notes, and reminders support | 0 | Claude Code | 1 | 271 tok |
| liambuild/WEATHGARDS MCP Builder intuitif pour micro applications, services & containers | 0 | Claude Code | 1 | 1,697 tok |
| angelina10504/bharatpay-mcp An MCP server giving AI agents instant access to Indian fintech utilities — IFSC, PAN, GST | 0 | Claude Code | 1 | 1,969 tok |
| ramoniglesias98/schema-sentinel Read-only MCP server that hands an AI agent a Postgres schema, its ERD, missing indexes, c | 0 | Claude Code | 1 | 1,576 tok |
| RodolfoMCarneiro/mcp-redshift MCP server exposing Amazon Redshift to Microsoft Copilot with the user's identity propagat | 0 | Claude Code | 1 | 746 tok |
| puffert/kali-mcp Native stdio MCP server for Kali Linux pentesting - 72 typed tools, structured JSON output | 0 | Claude Code | 1 | 1,241 tok |
| AJBogo9/sonic-mcp MCP server that connects Claude Code to Sonic Pi for AI-assisted beat making. | 0 | Claude Code | 1 | 756 tok |