44,996 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 |
|---|---|---|---|---|
| IdraDev/Diagrammer 📐 A minimal viewer for LLM-authored diagrams. Local-first, schema-driven, no account, no | 11 | Claude Code, Codex, OpenCode | 2 | 573 tok |
| caiowilson/MCP-memento Local-first MCP server that gives AI agents durable repo memory and fast semantic code con | 11 | GitHub Copilot | 1 | 637 tok |
| oborchers/mcp-server-pacman drborchers.com A Model Context Protocol server that provides package index querying capabilities. | 11 | Claude Code | 1 | 407 tok |
| tse-wei-chen/hs-sql-agent sql-agent.net .NET SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded | 11 | Codex, OpenCode | 1 | 825 tok |
| xinthink/reader-mcp-server Connect your Readwise Reader library to LLMs. | 11 | Claude Code | 1 | 707 tok |
| croakingtoad/context-engineering-mcp locomotive.agency Automated Context Engineering MCP Server for creating high-quality Product Requirements Pr | 11 | Claude Code | 1 | 407 tok |
| joe-broadhead/open-cowork joe-broadhead.github.io Open Cowork is a desktop, cloud and gateway workspace for OpenCode. | 11 | Codex, OpenCode | 1 | 1,466 tok |
| yaniv-golan/mcp-bash-framework Portable Bash-only framework for building stdio Model Context Protocol (MCP) servers with | 11 | Claude Code, Codex, OpenCode | 2 | 1,603 tok |
| justincastilla/kitsap_commute_MCP_py learning MCP through creating a commute assistant in Western Washington | 11 | Claude Code | 1 | 1,856 tok |
| josortmel/EcoDB Collective AI memory for multi-agent teams. 10-stage GAMR search engine, knowledge graph ( | 11 | Claude Code | 1 | 23,582 tok |
| Hyperyond/Hover gethover.dev Open-source Vibe Testing suite: an MCP server for the coding agent you already run, a VS C | 11 | Claude Code | 1 | 5,049 tok |
| kurone-kito/idd-skill 🤖 An automated setup kit for implementing loop engineering based on issue-driven developm | 11 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 25 | 124,679 tok |
| madeindigio/remembrances-mcp madeindigio.github.io A multimodal memory MCP server for made that your AI assistant learn from you and itself. | 11 | Codex, GitHub Copilot, OpenCode | 3 | 675 tok |
| Dexter-DAO/dexter-mcp Source for the hosted Dexter and OpenDexter MCP runtimes, including OAuth-bound Wallet, x4 | 11 | Claude Code, Codex, OpenCode | 2 | 1,803 tok |
| elbruno/ElBruno.MempalaceNet MemPalace.NET — local-first AI memory in .NET (port of MemPalace) | 11 | Claude Code, Codex, GitHub Copilot | 5 | 2,605 tok |
| imphillip/gbrain-openclaw Personal knowledge brain for OpenClaw — SQLite + FTS5 + vector embeddings, MCP-native. | 11 | Claude Code | 1 | 1,234 tok |
| ConflictHQ/navegador navegador.dev AST + knowledge graph context engine for AI coding agents | 11 | Claude Code, Codex, OpenCode | 2 | 1,082 tok |
| snyk/agentic-integration-wrappers snyk.io Provides wrappers to integrate with agentic workflows | 11 | Cursor | 1 | 702 tok |
| trakli/webservice trakli.app AI-native and modern personal income tracking. | 11 | Codex, OpenCode | 1 | 1,808 tok |
| hrishikeshdkakkad/fluidbox fluidbox-cloud-dashboard.vercel.app Enterprise Control plane that runs AI agents in governed and disposable sandboxes | 11 | Claude Code | 1 | 15,542 tok |
| juanibiapina/mcpli A command-line interface for interacting with MCP (Model Context Protocol) servers | 11 | Codex, OpenCode | 1 | 55 tok |
| pr1m8/haive-mcp pypi.org Dynamic MCP integration for AI agents — search 1,960+ servers, install with HITL approval | 11 | Claude Code, Codex, OpenCode | 2 | 3,311 tok |
| wakaka6/claude-code-relay A high-performance Claude Code relay service implemented in Rust. Supports multi-platform | 11 | Claude Code | 1 | 64 tok |
| tortastudios/python-ai-guardrails-template tortastudios.com Engineering guardrails for AI-generated Python code. Enforces types, tests, complexity lim | 11 | Claude Code | 3 | 984 tok |
| badrshs/scribe-ai badrshs.github.io Automated content pipeline for Laravel. Scrape → AI rewrite → generate image → publish to | 11 | GitHub Copilot | 1 | 1,680 tok |
| Sim-xia/Blind-Auditor MCP tool for improving model coding quality by mandatory self-audition | 11 | Cursor | 1 | 144 tok |
| qurtai/qurt qurt.ai Your AI coworker powered by every model | 11 | Codex, OpenCode | 1 | 476 tok |
| edgestorage/web-cap Web-Capability: Script-first web capabilities for AI agents. Run in-page scripts, save wo | 11 | Codex, OpenCode | 1 | 414 tok |
| sane-apps/SaneProcess saneapps.com Workflow guardrails for coding agents and LLM-assisted development: AGENTS.md, native hook | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 4,293 tok |
| synadia-ai/synadia-agents-labs Learn to build NATS-native AI agents with the Synadia Agent Protocol - small, runnable SDK | 11 | Claude Code | 1 | 4,100 tok |
| max-rousseau/codeforge-mcp A Programmatic Tool Calling MCP Server allowing AI agents to build and (re)use their own A | 11 | Claude Code | 1 | 716 tok |
| Shangri-la-0428/oasyce_psyche psyche.oasyce.com AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, a | 11 | Claude Code, Codex, OpenCode | 2 | 2,091 tok |
| AstraBert/scpr Web scraper CLI and MCP built for human and coding agents | 11 | Claude Code | 1 | — |
| paiml/ruchy-book paiml.github.io The official book for the Ruchy language | 11 | Claude Code, Gemini CLI | 2 | 10,856 tok |
| PieceOfFall/jdbg Debug Java like an agent: persistent runtime sessions, safe JDI inspection, jdb fallback, | 11 | Claude Code, Codex, OpenCode | 2 | 7,567 tok |
| ESJavadex/ree-mcp skool.com MCP para la API de Red Electrica Española | 11 | Claude Code | 1 | 4,581 tok |
| enmanuelmag/heimdall-mcp stack.cardor.dev Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces t | 11 | Claude Code, Codex, OpenCode | 8 | 1,444 tok |
| gesh75/multivendor-ai-network-lab gesh75.github.io 26-device multivendor lab with risk-gated auto-remediation and RFC 6241 confirmed-commit r | 11 | Claude Code | 1 | 1,901 tok |
| KHAEntertainment/docker-swarm-mcp MCP server for Docker Swarm orchestration using FastAPI and Docker SDK | 11 | Codex, OpenCode | 1 | 212 tok |
| EliBarak12/Elliot elibarak12.github.io Elliot - build by Agents for Agents | 11 | Claude Code | 4 | 1,136 tok |
| denoslab/starfish-fl Starfish-FL is an essential component of the STARFISH project. It focuses on federated lea | 11 | Claude Code | 1 | 1,838 tok |
| Nam-Cheol/namba-ai velog.io Prompt refinement and workflow orchestration for Codex: turn vague ideas into scoped goals | 11 | Claude Code, Codex, OpenCode | 27 | 1,571 tok |
| microsoft/Build26-DEM341-any-agent-any-cloud-standardized-tracing-with-foundry-and-opentelemetry build.microsoft.com Demo walkthrough and sample code for standardized multi-agent observability across clouds | 11 | Codex, GitHub Copilot, OpenCode | 2 | 1,029 tok |
| ImitationGameLabs/aifed A text editor designed for AI agents. | 11 | Claude Code, Codex, OpenCode | 2 | 644 tok |
| Samin12/claude-command-center-beta The command center for your AI agents | 11 | Claude Code, Codex | 4 | 163 tok |
| artubss/SKILLS-CLAUDE-CODE | 11 | Claude Code, Codex | 3 | — |
| Luxuzhou/skill-monitor-plugin Claude Code skill health dashboard - security scan, token cost, budget analysis, hook conf | 11 | Claude Code | 1 | 132 tok |
| ivy00johns/Skill-Madness Skill-Madness — all the skills, all the agents, all the chaos. | 11 | Claude Code, Codex, OpenCode | 2 | 2,595 tok |
| Azure/sap-automation-bootstrap Bootstrap repo for SDAF | 11 | Claude Code, GitHub Copilot, Gemini CLI | 3 | 568 tok |
| jennydove/self-improving-claude A self-improving Claude Code setup: session commands, audits, fixes, and memory that compo | 11 | Claude Code | 13 | 520 tok |