45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| thousandeyes/thousandeyes-ai-agents-toolkit ThousandEyes AI Agents Toolkit | 3 | Codex, OpenCode | 1 | 1,186 tok |
| mishanefedov/skill-issue | 3 | Codex, OpenCode | 1 | 565 tok |
| christopherlhammer11-ai/recallmax christopherhammer.dev Long-term memory compression for AI agents that need useful context beyond one session | 3 | Claude Code | 1 | — |
| dotneet/claude-code-marketplace | 3 | Claude Code | 1 | 494 tok |
| IngeniousIdiocy/Consumer-Complaint-Database-MCP This is a local Model Context Protocol (MCP) python server meant to be used with Anthropic | 3 | Codex, OpenCode | 1 | 205 tok |
| wbopan/things-mcp MCP server for Things 3 (AppleScript-based, macOS) | 3 | Claude Code | 1 | 1,387 tok |
| proggarapsody/bitbottle proggarapsody.github.io Bitbucket CLI for Cloud and Server/Data Center — gh-style pull requests, repositories, pip | 3 | Claude Code, Codex, OpenCode | 28 | 2,422 tok |
| wavewand/wand wavewand.io WaveWand MCP Platform | 3 | Claude Code | 1 | 5,131 tok |
| AlekseiMarchenko/central-intelligence Persistent memory for AI agents. Agents forget. CI remembers. | 3 | Claude Code | 1 | 379 tok |
| Wladastic/AutoProbeMCP Allow your Github Copilot Chat to navigate your frontend projects. Also compatible with Ch | 3 | GitHub Copilot | 1 | 673 tok |
| GoCoder7/oci-mcp-server OCI MCP Server | 3 | GitHub Copilot | 1 | 576 tok |
| hteek/serverless-mcp serverless-mcp.net Serverless MCP Server on AWS Lambda | 3 | Claude Code | 1 | 1,481 tok |
| IA-Entertainment-git-organization/gemini-mcp-server Gemini MCP-Server | 3 | Cursor | 1 | 266 tok |
| lucyfuur94/youtrack-integration Youtrack MCP | 3 | Cursor | 1 | 91 tok |
| VickyHan924/Self-media-Script | 3 | Claude Code | 2 | — |
| maybeswapnil/enterprise-mcp Enterprise-grade Model Context Protocol (MCP) server with ServiceNow integration and healt | 3 | GitHub Copilot | 1 | 216 tok |
| patrickporto/desktop-agent | 3 | Codex, OpenCode | 1 | 143 tok |
| vltansky/explain-changes-mcp | 3 | Claude Code, Codex, OpenCode | 2 | 699 tok |
| paulieb89/uk-due-diligence-mcp bouch.dev UK due diligence MCP server — Companies House, corporate research, compliance checks | 3 | Claude Code | 8 | 894 tok |
| masa-san-jp/Agent-Aiko A project for running, developing, and switching Aiko personas with agents such as Codex a | 3 | Claude Code | 7 | 1,538 tok |
| airmcp-com/mcp-standards Self-learning AI standards system - learns from corrections and auto-updates CLAUDE.md | 3 | Claude Code | 6 | 4,653 tok |
| spideynolove/memory | 3 | Claude Code | 10 | — |
| dhannusch/smart-web-crawler-mcp A Model Context Protocol (MCP) server built on Cloudflare Workers that provides intelligen | 3 | Claude Code | 1 | 961 tok |
| andrewkriley/cloudflare-dns-cloudflared-mcp Self-Hosted MCP server for admin of Cloudflare DNS and tunnel apps | 3 | Claude Code | 1 | 1,263 tok |
| nkyy/claude-code-notify-mcp MCP server for sending notifications from Claude Code with customizable sounds | 3 | Claude Code | 1 | 4,684 tok |
| adamkwhite/universal-memory-mcp Universal AI conversation memory system — supports Claude, ChatGPT, Cursor, and custom for | 3 | Claude Code | 1 | 13,026 tok |
| tanis2010/yuque-mcp-server Yuque MCP Server - An MCP server for Yuque, providing tools for integration with the Yuque | 3 | Claude Code | 1 | 987 tok |
| Quinncuatro/jane-mcp-server Jane is a Model Context Protocol (MCP) server that provides a knowledge management system | 3 | Claude Code | 1 | 1,202 tok |
| StealthSurf-VPN/mcp mcp.stealthsurf.space Stateless MCP proxy for the StealthSurf VPN API. Enables AI agents (Claude Desktop, Cursor | 3 | Codex, OpenCode | 1 | 1,414 tok |
| anhnguyen0905/codex-mcp | 3 | Claude Code, Codex, OpenCode | 3 | 1,047 tok |
| cmwen/min-kb-mcp Minimalist Knowledge Base MCP | 3 | GitHub Copilot | 1 | 937 tok |
| tenequm/llms-txt-mcp Lean MCP server for fast llms.txt documentation access | 3 | Claude Code | 1 | 447 tok |
| smallpinksquare/codex-history-hub A local-first, source-read-only aggregator for Codex conversations. It indexes one or more | 3 | Codex, OpenCode | 1 | 244 tok |
| ljy9303/maplestory-mcp-server Nexon openAPI Maplestory mcp server | 3 | Claude Code, Codex, OpenCode | 2 | 6,508 tok |
| clay-good/roughlogic.com roughlogic.com Always free field math and reference for the trades. | 3 | Claude Code, Codex, OpenCode | 2 | 1,333 tok |
| Doist/twist-ai The tools required for a Twist MCP server | 3 | Codex, OpenCode | 1 | 419 tok |
| benoitvx/dvf-mcp-app MCP App affichant les prix immobiliers parisiens par arrondissement (source DVF) | 3 | Claude Code | 1 | 4,772 tok |
| BASIC-BIT/vrchat-mcp MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX history. | 3 | Codex, OpenCode | 1 | 1,669 tok |
| mpasternak/dspace-mcp Read-only MCP server for DSpace 7+ repositories — let an AI assistant search, read and sum | 3 | Claude Code | 1 | 2,347 tok |
| sandraschi/civitai-mcp FastMCP bridge for Civitai: search and download checkpoints/LoRAs into a ComfyUI-compatibl | 3 | Claude Code, Codex, OpenCode | 2 | 512 tok |
| MCLifeLeader/seq-mcp Seq Open Telemetry MCP Server | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 9,462 tok |
| TianLin0509/SuperRAN A wireless simulation channel depot for Agents: an MCP service providing standardized chan | 3 | Claude Code, Codex, OpenCode | 2 | 37,924 tok |
| richardofortune/tyrekick Feedback loop for AI-built prototypes: reviewers pin comments on the live page; your codin | 3 | Codex, OpenCode | 1 | 2,767 tok |
| azerv1/thimiko Chat history search for your llm | 3 | Claude Code | 1 | 945 tok |
| issmirnov/ynab-mcp-server mcpforynab.smirnovlabs.com Model Context Protocol for YNAB (you need a budget) | 3 | Claude Code | 1 | 2,467 tok |
| azmartone67/dchub-mcp-server dchub.cloud DCPI (Data Center Power Index): a daily score of where data centers can get grid power, ac | 3 | Claude Code, Gemini CLI | 2 | 595 tok |
| 0xSardius/solenrich solenrich.com Onchain intelligence API for Solana AI agents. 50 pay-per-call x402 endpoints (USDC on Sol | 3 | Claude Code, Codex, OpenCode | 4 | 2,101 tok |
| Nosmoht/talos-mcp-server MCP server for Talos Linux cluster management via the native gRPC API | 3 | Claude Code, Codex, OpenCode | 18 | 11,668 tok |
| AnglerfishChess/chess-uci-mcp An MCP bridge exposing UCI chess engines such as Stockfish or Leela Chess Zero to any MCP | 3 | Claude Code | 1 | — |
| MrRefactoring/atlassian-dc-mcp MCP servers connecting Claude and other AI assistants to self-hosted Atlassian Jira, Confl | 3 | Claude Code | 1 | 2,256 tok |