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 |
|---|---|---|---|---|
| microsoft/azure-sql-database-container This is the Azure SQL Database container image repository | 32 | Codex, OpenCode | 1 | 644 tok |
| Mergifyio/mergify-cli mergify.com Mergify CLI tool | 32 | Codex, OpenCode | 1 | 430 tok |
| Synaptic-Graph/Synaptic Auditable code intelligence for AI agents - map dependencies, predict change impact, selec | 32 | Codex, OpenCode | 1 | 109 tok |
| guapimm/LLM-App-Mentor （LLM-App-Mentor）Turn your AI coding assistant into a cautious 10-year full-stack mentor — | 32 | Codex, OpenCode | 1 | 200 tok |
| xcota/pos Give Claude Code a persistent memory — it remembers you, your projects, and your decisions | 32 | Claude Code, Codex, OpenCode | 23 | 1,654 tok |
| 100yenadmin/Lossless-Codex-Orchestrator-LCO Index, search, summarize, and approval-gate local Codex sessions through OpenClaw/MCP. Age | 32 | Codex, OpenCode | 1 | 819 tok |
| vredrick/n8n-mcp n8n MCP Server - Documentation and tools for n8n nodes via Model Context Protocol with SSE | 32 | Claude Code | 1 | 7,234 tok |
| jmxt3/gitscape.ai gitscape.ai Scan any agent skill — authored or compiled — for prompt injection, secrets, and malicious | 32 | Claude Code, Codex | 56 | — |
| userFRM/rpg-encoder npmjs.com MCP server that gives AI coding agents semantic understanding of any codebase. Search by i | 32 | Claude Code | 6 | 807 tok |
| evan966890/openclaw-bestroll-skills Executive Feishu OpenClaw 4-agent suite with questionnaire, provisioning and onboarding | 32 | Codex, OpenCode | 1 | 383 tok |
| liyecom/liye-ai Agent economic trading market infrastructure. A system used for managing Agents, discoveri | 32 | Claude Code | 1 | 2,077 tok |
| quantamixsol/graqle graqle.com Persistent organisational intelligence for AI agents. Turn codebases, documents, policies | 32 | Claude Code | 1 | 463 tok |
| TT-Wang/memem A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons | 32 | Claude Code | 1 | 3,907 tok |
| klapaudius/symfony-mcp-server A Symfony package designed for building secure servers based on the Model Context Protocol | 32 | Claude Code, Cursor, Windsurf | 4 | 1,596 tok |
| aywengo/kafka-schema-reg-mcp A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry. | 32 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,940 tok |
| siqiliu-tsinghua/mma-mcp A MCP server that wraps a local Wolfram Engine, enabling AI assistants (Claude, ChatGPT, e | 32 | Claude Code | 1 | 2,190 tok |
| willibrandon/NetContextServer A .NET implementation of the Model Context Protocol enabling AI assistants to explore and | 32 | Claude Code | 1 | 776 tok |
| neno-is-ooo/claudify npmjs.com Use Claude Code as an LLM provider with your subscription flat fee instead of pay-per-toke | 32 | Claude Code | 1 | 888 tok |
| dososo/agent-loop-skill A skill for long-running AI agent loops with contracts, traces, restarts, scoring, and cle | 32 | Claude Code, Codex, OpenCode | 2 | 1,588 tok |
| YCSE/nanobanana-mcp Gemini Vision & Image Generation MCP for Claude Desktop and Claude Code | 32 | Claude Code | 1 | 923 tok |
| dodobrands/Peekie swiftpackageindex.com An xcresult parser CLI for CI and AI coding agents. | 32 | Claude Code, Codex, OpenCode | 2 | 1,490 tok |
| vakovalskii/phantom-agent Autonomous AI agent for BitGN PAC1 Challenge — ~86% score with 12 hot-reloadable skills, l | 32 | Claude Code, Codex, OpenCode | 2 | 2,613 tok |
| mverab/metaclaw clawbiz.io Founder-first meta-layer to generate production-ready OpenClaw multi-agent setups from one | 32 | Claude Code, Codex | 1 | — |
| ocbunknown/fastapi-claude-template Agent-first FastAPI template built to pair with Claude Code - opinionated architecture kep | 32 | Claude Code | 4 | 7,589 tok |
| floomhq/moto Floom's terminal IDE for AI agents: Claude control plane, Codex workers, Docker runtime, h | 32 | Codex, OpenCode | 1 | 868 tok |
| anatomia-dev/anatomia anatomia.dev Spec-driven agent harness for Claude Code and Codex — five-agent pipeline (scope, plan, bu | 32 | Claude Code, Codex, OpenCode | 10 | 129 tok |
| asynkron/asynkron-skills ASYNKRON developer tools skills — profiler, test runner, code duplication detector, and li | 32 | Codex, GitHub Copilot, OpenCode | 2 | 1,111 tok |
| SUSE/suse-ai-up A comprehensive platform for managing and proxying Model Context Protocol (MCP) servers, p | 32 | Codex, OpenCode | 1 | 1,026 tok |
| Uncle-Gao/Live-Translator-Hub One-click localization for Cursor and Claude, covering all pages, with an AI translation e | 32 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 2,870 tok |
| tbdavid2019/openclaw-docs-skill Automatically updated daily, giving your LLM the ability to handle OpenClaw issues. This i | 32 | Claude Code, Codex, GitHub Copilot | 8 | — |
| rustic-ai/codeprism rustic-ai.github.io An experimental, 100% AI-generated, high-performance code intelligence server providing AI | 32 | Codex, OpenCode | 1 | 655 tok |
| CharlieDigital/runjs The only MCP server you need: let your LLM generate and safely execute JavaScript -- inclu | 32 | GitHub Copilot | 1 | 527 tok |
| cyanheads/workflows-mcp-server npmjs.com Store, query, and create YAML workflow playbooks for LLM agents via MCP. STDIO or Streamab | 32 | Claude Code, Codex, OpenCode | 2 | 16,832 tok |
| frmoretto/hardstop Don't let AI destroy your hard work! HardStop is a rock-solid protection for AI-generated | 32 | Claude Code, Codex, OpenCode | 2 | 2,887 tok |
| lourencomaciel/sift-gateway pypi.org Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JS | 32 | Claude Code | 1 | 1,640 tok |
| iagogfe/excalidraw-icons-mcp Excalidraw MCP server with real vendor-icon search & insertion (AWS/Azure/GCP/OCI/Kubernet | 32 | Claude Code | 1 | 1,233 tok |
| Bahgs/Self-Improving-Obsidian-LLM-Wiki An Obsidian-first, agent-maintained LLM Wiki framework that turns raw sources into linked | 32 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 671 tok |
| SergKam/FlyCrys Native Linux GUI for Claude Code agents. Rust + GTK4. Fast, light, no Electron. | 32 | Codex, OpenCode | 1 | 3,102 tok |
| Oolab-labs/patchwork-os patchworkos.com The decision layer for personal AI. Local-first runtime where agents automate across GitHu | 32 | Claude Code, Cursor | 16 | 29,932 tok |
| bjcoombs/ai-native-toolkit Claude Code plugin & Agent Skills for AI-native development: codebase readiness scoring (/ | 32 | Claude Code | 1 | 3,314 tok |
| rusinikita/acid SQL transactions learning tool (AI ready) | 32 | Claude Code | 1 | 1,101 tok |
| nirholas/lyra-tool-discovery lyra-tool-discovery.modelcontextprotocol.name AI powered automation toolkit which acts as an agent that discovers MCP servers for you. P | 32 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 813 tok |
| Automations-Project/VSCode-Airtable-Formula npmjs.com VS Code extension and MCP server for Airtable, formula editor, schema tools, and 60+ autom | 32 | Claude Code | 1 | 16,732 tok |
| OpenCMC/mcp-gemini-cli-extension coinmarketcap.com Coinmarketcap extension for Gemini CLI | 32 | Gemini CLI | 1 | 272 tok |
| 5kahoisaac/opencode-configs Personal configs of OpenCode, including agents, skills, commands and plugins | 32 | Claude Code, Codex, OpenCode | 2 | 291 tok |
| serkansmg/smg-claude-memory-mcp Production-grade vector memory MCP server for Claude Code. Semantic search, per-project is | 32 | Claude Code | 1 | 397 tok |
| timfewi/tentaflake tentaflake.dev Declaratively deploy & manage multiple isolated AI agents on a single NixOS machine — each | 32 | Claude Code, Codex, OpenCode | 5 | 2,303 tok |
| jerseycheese/Narraitor narraitor-six.vercel.app Narraitor: A world-agnostic narrative-driven RPG framework using AI | 32 | Claude Code | 31 | 2,686 tok |
| mennanov/blockwatch blockwatch.sh Cross-file drift checker. Keeps code, configs, and docs in sync deterministically. Support | 32 | Claude Code, Codex, OpenCode | 3 | 5,696 tok |
| redis-developer/adk-redis redis-developer.github.io Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, | 32 | Claude Code, Codex, OpenCode | 2 | 259 tok |