31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Jellypod-Inc/satori-mcp-server satori.jellypod.ai An MCP server that uses Satori to generate consistent images from React components. | 11 | Claude Code | 1 | 602 tok |
| fsans/fms-odata-mcp Model Context Protocol (MCP) server for FileMaker Server OData 4.01 API integration | 11 | Claude Code, Codex, OpenCode | 2 | 2,405 tok |
| trainual/tiptap-collaboration-mcp A Model Context Protocol (MCP) server that provides tools for interacting with Tiptap Coll | 11 | Claude Code | 1 | — |
| tha23rd/recaf-mcp MCP server plugin for Recaf — enabling AI agents to perform Java reverse engineering | 11 | Claude Code, Codex, OpenCode | 2 | 1,137 tok |
| omercagatay/bddk-mcp MCP server for BDDK (Turkish Banking Regulation) decisions and regulations | 11 | Claude Code | 5 | 1,842 tok |
| MonkeyRun-com/monkeyrun-open-brain Open Brain — personal knowledge/memory MCP server for AI agents | 11 | Claude Code | 1 | 996 tok |
| markdevshop/vector-mcp Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVec | 11 | Claude Code, Codex, OpenCode | 2 | 3,027 tok |
| craftingcodegig/vector-mcp Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVec | 11 | Claude Code, Codex, OpenCode | 2 | 3,027 tok |
| lightszentip/laravel-release-changelog-generator Generate a changelog and releases with version management with artisan | 11 | Claude Code, Codex, OpenCode | 4 | 799 tok |
| eyalzh/context-kit A CLI tool and MCP client, used to create spec files for AI coding agents with context bak | 11 | Claude Code | 1 | 849 tok |
| stacklok/toolhive-cloud-ui ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highlighting metada | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 9,438 tok |
| spumer/i-m-senior-developer My developer mind as Claude Plugins | 11 | Claude Code, Codex, OpenCode | 2 | 1,454 tok |
| armoin2018/ai-ley Level the AI playing field with robust AI Evolving Personas, Instruction Sets, Commands fo | 11 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 124 tok |
| RegiByte/mcp-client-app A mcp client chat application built for learning purposes | 11 | Claude Code | 1 | 250 tok |
| StacklokLabs/mcp-optimizer MCP server that acts as an intelligent intermediary between AI clients and multiple MCP se | 11 | Claude Code | 10 | 817 tok |
| ryanthedev/penman Convert markdown to rich text styled for any platform — Slack, Teams, Discord, Word, Notio | 11 | Claude Code | 1 | 188 tok |
| npub1337/claude-skill-advogado-br Agent Skill para Claude AI voltada à advocacia brasileira. Auxilia na redação de petições | 11 | Claude Code | 1 | 603 tok |
| BastiDood/dependency-wrangler dev.to A Claude Code marketplace for plugins that wrangle your dependencies. | 11 | Claude Code, Codex, OpenCode | 3 | 92 tok |
| leorosignoli/jira-zephyr-mcp MCP for integrating with Jira's zephyr. | 11 | Claude Code, Gemini CLI | 2 | 738 tok |
| jakekeeys/frigate-mcp | 11 | Claude Code | 1 | 1,151 tok |
| fiedlermarius/sbox-mcp-documentation | 11 | Claude Code | 1 | — |
| betancur/keynote-mcp A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presen | 11 | Claude Code | 1 | 1,041 tok |
| rygwdn/obsidian-mcp-plugin Obsidian plugin providing Model Context Protocol (MCP) integration | 11 | Claude Code | 1 | 302 tok |
| klodr/gmail-mcp Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for attachment | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,791 tok |
| atxp-dev/cli docs.atxp.ai Command Line Interface for creating ATXP applications | 11 | Claude Code | 1 | 96 tok |
| lulaide/fofa-mcp npmjs.com An MCP (Model Context Protocol) tool server for the FOFA search engine, enabling AI assist | 11 | Claude Code | 1 | 854 tok |
| Ching-Chiang/comsol-mcp | 11 | Claude Code, Codex, OpenCode | 2 | 2,253 tok |
| david-strejc/sage-mcp 🧙 SAGE-MCP: Simple AI Guidance Engine for Claude - Universal AI assistant with smart mode | 11 | Claude Code | 1 | 1,257 tok |
| hi0001234d/coding-agent-mcp-tools Curated list of coding agents and MCP tools for maintenance, debugging, and development wo | 11 | Claude Code | 2 | 688 tok |
| ezhou89/medical-research-mcp-suite AI-Enhanced Medical Research API unifying ClinicalTrials.gov, PubMed, and FDA databases wi | 11 | Claude Code | 1 | 2,349 tok |
| lilepeeps/Azure-DrawIO-MCP Generate editable Draw.io diagrams for Azure architectures via MCP | 11 | Claude Code, Codex, GitHub Copilot | 2 | 2,006 tok |
| sack-kazu/UnityNaturalMCPExtensionTools | 11 | Claude Code | 1 | 2,682 tok |
| kensou24/evernote-mcp | 11 | Claude Code, Codex, OpenCode | 2 | 1,743 tok |
| chat-prompt/notion-mcp-fast | 11 | Claude Code | 1 | 1,013 tok |
| PatrickKoss/docsearch-mcp ripgrep for docs but via MCP | 11 | Claude Code | 1 | 3,445 tok |
| dstars-oss/dbgx-mcp WinDbg extension DLL written in C++ that exposes an MCP-compatible HTTP endpoint. | 11 | Claude Code, Codex | 11 | 795 tok |
| clavia-labs/mcp-to-cli | 11 | Claude Code | 1 | 770 tok |
| ymxfl/dom-pointer-mcp DOM Pointer MCP bridges the gap between browsers and AI coding tools. Instead of manually | 11 | Claude Code | 1 | 1,330 tok |
| swen128/cloud-logging-mcp MCP server for querying Google Cloud Logging | 11 | Claude Code | 1 | 534 tok |
| wmill/minecraft-api-mcp | 11 | Claude Code, Codex, OpenCode | 2 | 8,269 tok |
| mosif16/Doc-Mcp | 11 | Claude Code | 1 | 8,572 tok |
| mattjoyce/mcp-construe A FastMCP server that loads personal context from Obsidian vaults using frontmatter filter | 11 | Claude Code | 1 | 1,755 tok |
| aplaceforallmystuff/mcp-local-llm MCP server for delegating mechanical tasks to local LLMs via Ollama. Claude does the think | 11 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 383 tok |
| chriscox/agent-skills Reusable skills for AI coding agents — Claude Code, Codex, Gemini CLI, and OpenClaw | 11 | Claude Code | 1 | 1,200 tok |
| mblua/AgentsCommander agentscommander.dev Run multiple CLI coding agents (Claude Code, Codex, Antigraivity, OpenCode, Pi, etc) as a | 11 | Claude Code | 3 | — |
| CreatmanCEO/ai-context-hierarchy Three-level context hierarchy for AI coding agents — featured in Graphify v5.0 roadmap. St | 11 | Claude Code | 1 | 859 tok |
| arpitkath/backstory Local-first memory for AI-assisted coding. Git shows what changed. Backstory shows why. | 11 | Claude Code | 3 | 723 tok |
| jamillazarev/multica-ops ai.jamillazarev.com Mops 🐶 — your Executive Advisor for Multica: builds and runs an autonomous company of AI | 11 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,865 tok |
| JHostalek/dotclaude jhostalek.github.io Agent skills for agentic coding tools. Extremely opinionated. Updated (almost) daily. | 11 | Claude Code | 1 | 1 tok |
| zalom/plastic Intent-driven Agent OS for Human-in-the-loop. Fancy autonomuos delivery mode or guided? | 11 | Claude Code, Codex, OpenCode | 3 | 2,163 tok |