43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710
All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| O0000-code/paper-search-pro o0000-code.github.io Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKIL | 161 | Claude Code | 1 | 713 tok |
| itssosunny/im-not-strange-ai | 161 | Claude Code, Gemini CLI | 5 | 5,269 tok |
| Tenney95/AI-Canvas-tauri AI Canvas platform | 161 | Codex, OpenCode | 1 | 10,068 tok |
| VibePod/vibepod-cli vibepod.dev Unified CLI for running AI coding agents in isolated containers. Includes built-in local m | 161 | Claude Code, Codex, OpenCode | 2 | 665 tok |
| explyt/spring-plugin explyt.ai Spring Explyt — free, open-source (Apache-2.0) Spring & Spring Boot plugin that brings Ult | 160 | Codex, OpenCode | 1 | 1,104 tok |
| CortexLM/cortex Autonomous research network on Bittensor subnet 100, turning reproducible AI research into | 160 | Codex, OpenCode | 1 | 6,148 tok |
| kryptobaseddev/cleo cleo-dev.com Agent-first task orchestration. Persistent memory. Multi-provider coordination. | 160 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 7,858 tok |
| rbrown101010/rilable An iPhone app that builds apps — prompt to live web + iOS apps. SwiftUI + Convex + Claude | 160 | Claude Code | 1 | 1,703 tok |
| rtk-ai/vox A universal AI toolkit for high-performance Speech-to-Text (STT) and Text-to-Speech (TTS) | 160 | Claude Code | 2 | 656 tok |
| TianGzlab/OmicsClaw tiangzlab.github.io Conversational & memory-enabled AI research partner for multi-omics analysis. CLI + Deskto | 160 | Claude Code, Codex, OpenCode | 2 | 11,598 tok |
| swyxio/skills Agent skills for Claude Code and other AI agents | 160 | Codex, OpenCode | 1 | 67 tok |
| dnotitia/akb AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables | 160 | Claude Code, Codex, OpenCode | 6 | 4,135 tok |
| stephnangue/warden wardengateway.com The secure gateway connecting AI agents to enterprise systems. | 160 | Codex, OpenCode | 1 | 1,063 tok |
| RaphaelRegnier/vibe-annotations vibe-annotations.com AI-powered annotations for localhost development. Create visual feedback on your apps and | 160 | Claude Code | 1 | 308 tok |
| JamsusMaximus/trainingpeaks-mcp jamesmcaulay.co.uk TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - wor | 160 | Claude Code | 1 | — |
| leonardsellem/codex-subagents-mcp Claude-style sub-agents (reviewer, debugger, security) for Codex CLI via a tiny MCP server | 160 | Codex, OpenCode | 1 | 887 tok |
| phantom/phantom-connect-sdk Multi-platform SDKs for integrating Phantom | 160 | Claude Code | 5 | — |
| notactuallytreyanastasio/deciduous Decision graph tooling for AI-assisted development - track every choice, query your reason | 159 | Claude Code, Codex, OpenCode | 19 | 14,449 tok |
| sammcj/mcp-devtools smcleod.net A modular MCP server that provides commonly used developer tools for AI coding agents | 159 | Claude Code, GitHub Copilot | 3 | 7,346 tok |
| lgallard/terraform-aws-backup Terraform module to create AWS Backup plans. AWS Backup is a fully managed backup service | 159 | Claude Code | 1 | 4,533 tok |
| nxtg-ai/forge-orchestrator forge.nxtg.ai Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge capture, drift de | 159 | Claude Code | 1 | 2,879 tok |
| antoniolg/play-store-mcp An MCP server that connects to Play Store Console and release new App versions from an MCP | 159 | Claude Code | 2 | 773 tok |
| Dogacel/auto-gpu-kernel Winner 🏆 (Agent-only) MLSys 2026 - FlashInfer AI Kernel Generation Contest for the DeepSe | 159 | Claude Code | 1 | — |
| VirtusLab/orca Deterministic, AI-driven development flows. | 159 | Claude Code, Codex, OpenCode | 2 | 5,470 tok |
| pglayers/pglayers pglayers.github.io PostgreSQL Docker images with the extensions you actually need -- pre-built, composable, n | 159 | Codex, OpenCode | 1 | 9,993 tok |
| olivomarco/github-copilot-token-optimization olivomarco.github.io Techniques to optimize token usage on GitHub Copilot | 159 | Claude Code, Codex, GitHub Copilot | 33 | 94 tok |
| engasnm111/lnwjud lnwjud — local AI-agent runtime & MCP gateway | 159 | Claude Code, Codex, OpenCode | 8 | 1,409 tok |
| khromov/svelte-llm-mcp svelte-llm.stanislav.garden Svelte developer documentation as an MCP and in llms.txt format | 159 | Claude Code | 2 | 2,007 tok |
| Haleclipse/Claudiatron | 159 | Claude Code | 1 | 1,746 tok |
| theodo-group/debug-that theodo-group.github.io Universal debugger CLI built for AI agents. Allows Claude Code and Codex to debug much fas | 159 | Claude Code, Codex | 3 | 806 tok |
| smerchek/claude-epub-skill A Claude Skill for converting markdown documents, chat summaries, or research reports into | 159 | Claude Code | 1 | 1,618 tok |
| pnp/copilot-pro-dev-samples Community contributed samples for the Microsoft 365 Copilot. Contributions welcome. | 159 | Claude Code, Codex, OpenCode | 3 | 1,312 tok |
| firecrawl/firecrawl-workflows | 159 | Codex, OpenCode | 1 | 266 tok |
| DanielSuo117/velocitai Next-generation UI automation harness powered by Python & Playwright. Chat with AI Agents | 158 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 1,834 tok |
| SAP/open-ux-tools Enable community collaboration to jointly promote and facilitate best in class tooling cap | 158 | Claude Code, Codex, OpenCode | 4 | 7,823 tok |
| Dicklesworthstone/ultimate_mcp_server Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM | 158 | Codex, OpenCode | 1 | 843 tok |
| toolprint/hypertool-mcp toolprint.ai Dynamically expose tools from proxied servers based on an Agent Persona | 158 | Claude Code | 5 | 1,912 tok |
| openclaw/clawdinators Declarative infra + NixOS modules for CLAWTINATOR hosts. | 158 | Codex, OpenCode | 1 | 2,033 tok |
| johnpapa/heroes-angular papa-heroes-angular.azurewebsites.net Tour of Heroes app written with Angular | 158 | Codex, GitHub Copilot, OpenCode | 2 | 2,253 tok |
| themanyone/voice_typing State-of-the-art offline (or networked) voice typing everywhere + text terminals (Linux or | 158 | Codex, OpenCode | 1 | 1,007 tok |
| severity1/claude-code-auto-memory Claude Code plugin that automatically maintains CLAUDE.md files | 158 | Claude Code | 1 | 2,327 tok |
| haseab/retrace retrace.to The Open Source and Free Rewind AI (but better) | 158 | Codex, OpenCode | 1 | 5,567 tok |
| qiniu/go-sdk golang sdk | 158 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 3,919 tok |
| vercel-labs/autoship CLI tool to automate changeset-based releases | 158 | Codex, OpenCode | 1 | 225 tok |
| marchev/claudit MCP server for searching Solodit smart contract security findings | 158 | Claude Code | 1 | — |
| sqmw/desk_tidy_sticky Cross-platform minimal multifunction sticky notes with workspace, focus timer, and break r | 158 | Codex, OpenCode | 1 | 30 tok |
| Damages9/AIRP_ClaudeCode | 158 | Claude Code | 2 | 8,266 tok |
| G4brym/email-explorer A self-hosted, serverless worker for sending and receiving emails on Cloudflare | 158 | Codex, OpenCode | 1 | 1,153 tok |
| gug007/lpm lpm.cx Start, stop, and duplicate dev projects with one click. The best workspace for running Cla | 158 | Claude Code, Codex, OpenCode | 2 | 418 tok |
| getArbor-dev/arbor getarbor.dev Graph-native code intelligence that replaces embedding-based RAG with deterministic progra | 158 | Claude Code, GitHub Copilot | 2 | 4,303 tok |