23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| AiDimag/aidimag aidimag.com Verified memory for AI coding agents. Every memory carries evidence and is re-verified on | 1 | Codex, OpenCode | 1 | 117 tok |
| ANAMIZED/NeedRail NeedRail — Get what you NEED to succeed & do agentic public good. Agent-native coordinatio | 1 | Codex, OpenCode | 1 | 640 tok |
| ANAMIZED/SuperAgenticMCP SuperAgenticMCP is a production-oriented, MCP-native router and multi-agent control plane. | 1 | Codex, OpenCode | 1 | 417 tok |
| Abhishek-B-R/social0-mcp Official Model Context Protocol server for Social0 — manage social posts from AI assistant | 1 | Claude Code, Codex, OpenCode | 2 | 3,745 tok |
| AlpayC/abfall-mcp-server abfall-mcp.alpaycelik.dev MCP server for the waste collection calendars of German cities and districts - 995 waste a | 1 | Claude Code, Codex, OpenCode | 3 | 1,403 tok |
| ANAMIZED/desk ANAMIZED public-goods desk: agent floor, MCP servers, donations and sponsorships only. | 1 | Codex, OpenCode | 1 | 1,455 tok |
| ANAMIZED/LRSI LRSI (Local Recursive Self-Improvement) — Autonomous Agentic Operating System. Sovereign c | 1 | Codex, OpenCode | 1 | 553 tok |
| ANAMIZED/OpenMesha OpenMesha is one of the most ambitious and intellectually open-source full-spectrum “Auton | 1 | Codex, OpenCode | 1 | 603 tok |
| ANAMIZED/Server-OS Autonomous Agentic Operating System — agents as processes with cost control, governance, o | 1 | Codex, OpenCode | 1 | 300 tok |
| ANAMIZED/YodMCP YodMCP — Ultimate Autonomous MCP Server (Agent Operating System). Multi-graph memory, Task | 1 | Codex, OpenCode | 1 | 184 tok |
| Coinyak/onchainai onchain-ai.xyz Crypto tool directory: discover, normalize, and expose MCP, CLI, SDK, API, x402, RWA, and | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 17 | 2,341 tok |
| AtlasDevHQ/atlas useatlas.dev Atlas is the company facts your AI agents can trust: every one carries its source, its dat | 1 | Claude Code, Codex, OpenCode | 19 | 5,757 tok |
| Bharath-code/regressGuard Before you commit, know what broke. Pre-commit regression detection for Go projects. | 1 | Claude Code, Codex, OpenCode | 2 | 3,736 tok |
| GuillaumeLessard/qector-claude-plugin qector.store QECTOR quantum error correction tools for Claude Code and Claude Desktop: a local MCP serv | 1 | Claude Code, Codex, OpenCode | 2 | 1,463 tok |
| Enigma-52/WorkWay--BE workway.dev WorkWay is an AI-powered job search platform that helps you discover jobs, research compan | 1 | Codex, OpenCode | 1 | 1,751 tok |
| Grinv/anilist-mcp-server npmjs.com MCP server for the AniList GraphQL API — anime/manga search, details, and personal list ma | 1 | Claude Code, Codex, OpenCode | 11 | 4,007 tok |
| ECD5A/OrchestrUI ecd5a.github.io Deterministic UI policy, discovery and quality gates for coding agents. | 1 | Claude Code, Codex, OpenCode | 2 | 482 tok |
| DrBaher/compare-cli cli.drbaher.com Clause-aware drift detection between two contract versions — a pre-signature gate for lega | 1 | Codex, OpenCode | 1 | 3,157 tok |
| EmiyaKatuz/crispasr-agent-transcriber Local CrispASR transcription for Codex and MCP agents. English via Cohere, Chinese via Qwe | 1 | Codex, OpenCode | 1 | 387 tok |
| FrankXMX/dailyhotmcp | 1 | Claude Code, Codex, OpenCode | 2 | 2,434 tok |
| Couchbase-Ecosystem/couchbase-guru MCP Server to interact with the Couchbase documentation | 1 | Codex, OpenCode | 1 | 996 tok |
| DanielOrtiz0220/nyc-restroom-mcp | 1 | Codex, OpenCode | 1 | 764 tok |
| Enrico55/Chat-Lab humanity-commons.vercel.app Chat can use | 1 | Codex, OpenCode | 1 | 444 tok |
| SunrisesIllNeverSee/agent-universe signomy.xyz Signomy — governed AI agent marketplace and city-state. Agents register free, operators pa | 1 | Claude Code, Codex, OpenCode | 2 | 10,809 tok |
| JaviMaligno/vitamind getvitamind.app Solar Vitamin D Explorer - Know when and where you can synthesize Vitamin D | 1 | Claude Code, Codex, OpenCode | 2 | 14,083 tok |
| AURORA-NEURO/aurora-agent aurora-neuro.github.io Context engineering, with receipts. AURORA Agent compiles a typed query into the smallest | 1 | Claude Code, Codex, OpenCode | 9 | 2,210 tok |
| ManddarinShop/Hikoutei npmjs.com Hikoutei — typed repository and safe write layer for Google Sheets-backed MVPs. | 1 | Codex, OpenCode | 1 | 4,021 tok |
| ONE8943/ai-furniture-hub ai-furniture-hub.onrender.com MCP server for AI agents: 15 tools, 300+ products, 31 categories. mm-precision furniture s | 1 | Codex, Cursor, OpenCode | 2 | 1,375 tok |
| MM-sheng/404-directory 404.directory Experimental risk preflight for AI Agent actions: evidence-backed allow, review, or block | 1 | Codex, OpenCode | 1 | 74 tok |
| MariusAure/needhuman-mcp Human-as-a-Service MCP server for AI agents. When your agent needs a real human (accept To | 1 | Codex, OpenCode | 1 | 601 tok |
| MrWizardlyLoaf/rugcheck-ai web-production-58d585.up.railway.app On-chain token-safety MCP for Solana AI trading agents — rug check, honeypot detection & a | 1 | Codex, OpenCode | 1 | 511 tok |
| RoleModel/optics-mcp MCP Server for Optics Design System | 1 | Claude Code, Codex, OpenCode | 2 | 336 tok |
| Sandeeprdy1729/timps-swarm sandeeprdy1729.github.io 160 specialist AI agents for Claude Code, Cursor & Codex — one npm install puts them all i | 1 | Codex, OpenCode | 1 | 3,150 tok |
| ProAgentStore/platform SDK + CLI + compliance + backend for server-powered AI agents on proagentstore.online | 1 | Claude Code, Codex, OpenCode | 2 | 5,405 tok |
| SakuraCianna/agentic-sdlc-mcp agentic-sdlc-mcp is an SDLC orchestration layer and control plane built on the Model Conte | 1 | Claude Code, Codex, OpenCode | 2 | 3,098 tok |
| Shawn5cents/agentskin AgentSkin Suite: Complete token optimization stack — SSS JSON pruning + Tokenjuice CLI com | 1 | Codex, OpenCode | 1 | 244 tok |
| TheStreamCode/chutes-media-mcp npmjs.com MCP server and CLI for image, video, music and speech generation through Chutes, saved int | 1 | Codex, OpenCode | 1 | 4,006 tok |
| Space-Raven/Smeltr smeltrweb.vercel.app Web3 token deployment platform | 1 | Claude Code, Codex, OpenCode | 2 | 8,119 tok |
| Vasilispapg/claude-handoff vspapg.gr Summarize & export a Claude Code session into one clean handoff.md for Gemini, GPT, or ano | 1 | Claude Code, Codex, OpenCode | 2 | 4,160 tok |
| YS-projectcalc/agent-cold-email coldrig.dev Coldrig — cold email infrastructure run entirely by your coding agent (Claude Code / Codex | 1 | Codex, OpenCode | 1 | 5,089 tok |
| XJTLUmedia/AI-HR-Management-Toolkit ai-hr-management-toolkit.vercel.app AI HR Management Toolkit | 1 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| Tom409114/research-repo-doctor research-repo-doctor-bckncrcwwmg6jrbsrd6btj.streamlit.app Artifact Evaluation readiness checker for research code: static scan, safe fixes, verify l | 1 | Codex, GitHub Copilot, OpenCode | 2 | 1,043 tok |
| XFuel-Lab/xfuel-protocol xfuel.app The book for paid AI compute. Hub, model, and amount on collected rows you hold. | 1 | Codex, Cursor, OpenCode | 4 | 1,964 tok |
| amplichina/madeforai-supplychain-skill Give AI agents hands in the real world. An open-source MCP execution control layer between | 1 | Codex, OpenCode | 1 | 119 tok |
| almostjacked/fitness-tools almostjacked.github.io Composable, deterministic fitness calculators (BMR/TDEE, body fat, 1RM, macros, powerlifti | 1 | Claude Code, Codex, OpenCode | 2 | 1,117 tok |
| andreisilva1/binky binky-dev.vercel.app Every git worktree gets its own isolated local world — ports, env, a database slice, and U | 1 | Codex, OpenCode | 1 | 714 tok |
| atakanelik34/Bilinc bilinc.space Hosted memory for AI agents: commit, recall, revise, snapshot and roll back agent state wi | 1 | Codex, OpenCode | 1 | 881 tok |
| ashwinvis/scb-opendata-mcp An unofficial FastMCP server that provides access to Statistics Sweden's PxWebApi v2, offe | 1 | Codex, OpenCode | 1 | 750 tok |
| berkingurcan/stellar-agent-search stellar8004.com Read-only MCP server + CLI to discover, rank, and vet on-chain stellar-8004 agents on Stel | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,002 tok |
| bubilife1202/crossfin crossfin.dev The only way AI agents access Asian crypto markets. Routing engine + x402 payments across | 1 | Codex, OpenCode | 1 | 1,327 tok |