44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sibblegp/ODAI ODAI - Multi Agentic AI Tool System (Text and Voice) | 21 | Claude Code, Codex, OpenCode | 2 | 4,835 tok |
| eastlondoner/emceepee MCP server to dynamically connect to other MCP servers & exposes the entire MCP protocol v | 21 | Claude Code | 1 | 829 tok |
| AnisurRahmann/llm-wiki-kit | 21 | Claude Code | 1 | 462 tok |
| mosheavni/dotfiles avni.us 😎 | 21 | Claude Code | 1 | 1,643 tok |
| dvlin-dev/agent-trace Desktop app for tracing Claude Code API traffic, sessions, tools, and thinking blocks | 21 | Claude Code | 1 | 1,587 tok |
| pento/claudaborative-editing An MCP server for real-time collaborative editing of WordPress posts between Claude Code a | 21 | Claude Code | 1 | 4,542 tok |
| gilestrolab/ethoscope lab.gilest.ro a platform from monitoring animal behaviour in real time from a raspberry pi | 21 | Claude Code | 1 | 3,550 tok |
| talnetd/apex-kube-manager apex-kube-manager | 21 | Claude Code | 1 | 10,279 tok |
| kalligator/ulauncher-gemini-direct ext.ulauncher.io Get answers from Gemini AI directly in your Ulauncher window. | 21 | Claude Code, Codex, OpenCode | 2 | 848 tok |
| isartor-ai/Isartor Open-source Prompt Firewall — deflect up to 95% of redundant LLM traffic before it leaves | 21 | Claude Code, GitHub Copilot | 2 | 3,741 tok |
| Kurogoma4D/file-search-mcp A specialized Model Context Protocol (MCP) server for full-text search within a filesystem | 21 | GitHub Copilot | 1 | 1,101 tok |
| cyberash-dev/veche MCP server for bounded multi-agent committee meetings — Codex + Claude Code deliberate in | 21 | Claude Code, Codex, OpenCode | 4 | 4,851 tok |
| PixelML/reachy-mini-mcp ishi.so Reachy mini MCP server for The On-Device Architect | 21 | Claude Code | 1 | 1,002 tok |
| ilang-ai/Mem-Forever ilang.ai Every AI tool forgets you after every session. This repo doesn't. Ever. Zero install, zero | 21 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 32,520 tok |
| mocasus/paleo 🦴 paleo — token-saving skills for LLM agents: compress output, trim context, cap budget ( | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 699 tok |
| ConnorGriffin/skills Portable coding-agent skills for UI mockups, browser verification, Codebase Memory, and is | 21 | Claude Code, Codex, OpenCode | 2 | 504 tok |
| nicolasmaldonadoj/google-ads-cli-toolkit Toma control de tu Google Ads, GTM y GA4 desde la terminal — kit open source con playbook | 21 | Claude Code | 1 | 1,909 tok |
| EslaMx7/ai-trailers npmjs.com Capture AI coding tool prompts as standard git trailers in commit messages. Supports Claud | 21 | Claude Code | 3 | 555 tok |
| royashbrook/hush royashbrook.com a secret store for ai agents with one rule: the agent never sees the plaintext. get a secr | 21 | Codex, OpenCode | 1 | 410 tok |
| Rainnystone/naive-harness-kit Prompt-first starter kit for Codex and Claude Code workspaces, with bootstrap, upkeep, and | 21 | Claude Code, Codex, OpenCode | 2 | 908 tok |
| ManageXR/claude-unity-bridge A file-based Command Protocol enabling Claude Code to trigger Unity Editor operations. Bui | 21 | Claude Code, Codex, OpenCode | 2 | 5,054 tok |
| PyModel/pythinker-cli pythinker.com Think first, then code. Where Claude Code and Codex jump straight to writing, this stays r | 21 | Claude Code, Codex, OpenCode | 4 | 9,255 tok |
| jorgegorka/ariadna Ruby on rails meta-prompting, context engineering and spec-driven development system for C | 21 | Claude Code | 2 | 1,061 tok |
| evanlong-me/model-usage npmjs.com Zero-config CLI for analyzing AI model usage & costs across all local TUI tools — pi, Clau | 21 | Codex, OpenCode | 1 | 1,868 tok |
| braintrustdata/braintrust-claude-plugin braintrust.dev Trace Claude Code sessions in Braintrust via the Braintrust Claude Plugin | 21 | Codex, OpenCode | 1 | 261 tok |
| dinhnguyenngoc/spec-driven-claude-code AI-automated SDLC pipeline with human-controlled quality gates, for Claude Code — spec bef | 21 | Claude Code | 37 | — |
| pixlie/SmartCrawler smartcrawler.pixlie.com A smart web crawler built in Rust that uses Claude AI to select the most relevant URLs fro | 21 | Claude Code | 1 | 760 tok |
| rodspeed/epistemic-memory What should a machine remember about a person? A protocol for AI memory that models who yo | 21 | Claude Code | 2 | — |
| moshehbenavraham/apex-spec-system youtu.be Specification-driven workflow system for AI-assisted development - break large projects in | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 198 tok |
| Accelerated-Innovation/governed-ai-delivery Governed AI Delivery (GovKit) is an open source toolkit for spec-driven, evaluation-aware | 21 | Claude Code | 1 | 5,807 tok |
| Eigenwise/tesseron eigenwise.github.io Expose typed web-app actions to MCP-compatible AI agents over WebSocket. TypeScript SDK + | 21 | Claude Code, Codex, OpenCode | 8 | 1,433 tok |
| hansipie/ecotokens Token optimizer for Claude Code Gemini CLI & Qwen Code — compresses shell outputs via PreT | 21 | Claude Code, GitHub Copilot | 2 | 2,858 tok |
| izzzzzi/agent-assh SSH workflow helper for LLM agents | 21 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,867 tok |
| seancrowe01/ads-machine instagram.com Closed-loop ad intelligence system built in Claude Code. Scrape competitors, grade by long | 21 | Claude Code | 13 | — |
| prospectio-ai/prospectio-api-mcp MCP/API server that helps you to connect to different lead generation app | 21 | GitHub Copilot | 1 | 506 tok |
| ameshkov/mcp-compress-router Compress all connected MCP into a single router MCP and save up to 99% on tokens | 21 | Claude Code, Codex, OpenCode | 3 | 6,925 tok |
| iliaal/codesage Code intelligence engine for AI coding agents. Structural graph queries plus semantic sear | 21 | Claude Code, Codex, OpenCode | 4 | 4,725 tok |
| pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with | 21 | Claude Code, Codex, OpenCode | 2 | 2,098 tok |
| rumi-chan/league-client-mcp Connect Claude, Antigravity to League Client via MCP & Pengu Loader. | 21 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 14,093 tok |
| IvanMurzak/MCP-Plugin-dotnet .NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-ap | 21 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 1,282 tok |
| SmythOS/smyth-docs smythos.com Everything you need to build, deploy, and collaborate with agents. Ride the llama, avoid t | 21 | Claude Code | 1 | 683 tok |
| pioner92/symbolpeek-mcp Ask for the symbol, not the file. Token-efficient MCP server giving AI coding agents sym | 21 | Claude Code | 1 | 354 tok |
| footprintjs/agentfootprint agentfootprint.dev TypeScript AI agent framework with recorded context, tool calls and decisions, plus config | 21 | Claude Code, Codex, OpenCode | 4 | 12,692 tok |
| thomast1906/github-copilot-skills-terraform Template repository providing specialized GitHub Copilot agents and reusable skills for Te | 21 | Codex, GitHub Copilot, OpenCode | 2 | 4,676 tok |
| kychee-com/run402-core run402.com Open-source, self-hostable server and runtime core for Run402 — backend infrastructure for | 21 | Claude Code, Codex, OpenCode | 2 | 268 tok |
| berabuddies/puffer puffer-orpin.vercel.app | 21 | Codex, OpenCode | 1 | 2,940 tok |
| 10xHub/Agentflow agentflow.10xscale.ai Production-grade framework for building multi-agent AI systems. Graph-based orchestration, | 21 | Claude Code, GitHub Copilot | 3 | 5,014 tok |
| JSONbored/mem0-aio aethereal.dev Unraid CA template and Docker build for Mem0 (OpenMemory). This mega-container utilizes s6 | 21 | Codex, OpenCode | 1 | 292 tok |
| buYoung/skills Initialize projects with AGENTS.md 1.1 standard support for seamless AI agent collaboratio | 21 | Codex, OpenCode | 1 | 1,966 tok |
| ChrisRomp/copilot-bridge Bridge GitHub Copilot CLI to messaging platforms (Mattermost, Slack, etc.) | 21 | Codex, OpenCode | 1 | 2,528 tok |