23,222 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| simba87/iiko-mcp MCP server for iiko restaurant management system REST API | 1 | Codex, OpenCode | 1 | 204 tok |
| qipeijun/swagger-docs-mcp qipeijun.github.io MCP Server connecting AI agents with real-time API documentation, allowing AI to directly | 1 | Claude Code, Codex, OpenCode | 2 | 2,066 tok |
| plural-pinelabs/pinelabs-online-mcp The Pine Labs Online MCP Server implements the Model Context Protocol (MCP) to enable seam | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 2,838 tok |
| anomalyarmor/agents AI skills and MCP server for AnomalyArmor data observability | 1 | Claude Code, Codex, OpenCode | 2 | 959 tok |
| shigechika/gws-mcp developers.google.com MCP fork of Google Workspace CLI — exposes Drive, Gmail, Calendar, Sheets, Docs, Chat, Adm | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 6,546 tok |
| threadctx-dev/threadctx-mcp Shared memory MCP server for AI coding agents (Claude Code, Cursor). Free & local by defau | 1 | Claude Code, Codex, OpenCode | 2 | 402 tok |
| slettmayer/geosphere-mcp-server MCP server for weather forecasts: GeoSphere Austria high-resolution data (AROME/INCA/C-LAE | 1 | Claude Code, Codex, OpenCode | 2 | 2,004 tok |
| tantinlala/blossom-mcp Grow your own project plan! | 1 | Claude Code, Codex, OpenCode | 2 | 1,592 tok |
| LusiyAvA/msaw Secure multi-host SSH workspace for AI agents via MCP | 1 | Codex, OpenCode | 1 | 204 tok |
| Transmitt0r/mycelium Shared toolkit for personal-knowledge agent plugins: pluggable LLM/embedding providers, a | 1 | Codex, OpenCode | 1 | 1,465 tok |
| shofer-dev/claude-code-slang-orchestrator shofer.dev A Claude Code plugin that runs provable, declarative multi-agent workflows: you describe t | 1 | Claude Code, Codex, OpenCode | 2 | 1,187 tok |
| trinity-tick/trinity Trinity: A Triune Architecture for AGI Long-Term Memory | 1 | Codex, OpenCode | 1 | 2,740 tok |
| vicentefelipechile/sourcemod-mcp | 1 | Codex, OpenCode | 1 | 575 tok |
| Johnny-Z13/proofslip proofslip.ai Ephemeral verification for agent workflows. 24-hour receipts your agents check before they | 1 | Claude Code, Codex | 4 | 1,608 tok |
| sovantica/engrava-mcp engrava.ai Model Context Protocol server for Engrava — expose an AI agent memory database to any MCP | 1 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,756 tok |
| elicitly/elicitly elicitly.ai Elicitly Free Edition — human-in-the-loop for prompts and Agent Skills over MCP elicitatio | 1 | Claude Code, Codex, OpenCode | 2 | 211 tok |
| dinglebear-ai/soma soma.dinglebear.ai Batteries-included RMCP runtime and scaffold for shipping Rust MCP servers with CLI/REST/H | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 6,471 tok |
| bobuilds/nexustoken-sdk The Internet of AI Agents — Python SDK and MCP server. | 1 | Codex, OpenCode | 1 | 1,023 tok |
| Roop-World/LegalSearch Agent kit and MCP Registry metadata for Roop LegalSearch, a public Indian legal search MCP | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 303 tok |
| Tempguru-co/tempguru-agent-skills tempguru.co W-2 event staffing data for AI agents — coverage, rates, lead times, and compliance for 30 | 1 | Codex, Gemini CLI, OpenCode | 2 | 915 tok |
| vria-consulting/vria-fire-detect kanari.io kanari — free worldwide early-wildfire detection map: NASA/GOES/Meteosat satellites + AI-v | 1 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| yusiwen/drone-mcp-server MCP Server for Drone.io | 1 | Codex, OpenCode | 1 | 1,462 tok |
| senderkit/senderkit-skills senderkit.com Add and operate transactional email, SMS, push & web-push from your AI coding agent — no p | 1 | Codex, OpenCode | 1 | 2,079 tok |
| forgesworn/bray Trust-aware Nostr MCP server for AI agents and humans. Verification, proximity, and access | 1 | Claude Code, Codex, Cursor, OpenCode | 3 | 3,541 tok |
| nlqdb/nlqdb nlqdb.com Simplest Natural Langauge Querying DB That scales. Fast. | 1 | Claude Code, Codex, OpenCode | 7 | 5,242 tok |
| octoparse/octoparse-mcp Official Octoparse MCP server for AI-powered web scraping workflows. | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,701 tok |
| rendobar/mcp rendobar.com Official MCP server for Rendobar. Lets AI agents run FFmpeg, compose video, burn captions | 1 | Claude Code, Codex, OpenCode | 2 | 1,890 tok |
| LamaSu/physical-capability-cloud Physical Capability Cloud — every physical capability, one protocol | 1 | Claude Code, Codex, OpenCode | 24 | 14,544 tok |
| humanforai/humanforai-mcp humanforai.dev MCP server for Human For AI — let your AI agent hire a real human for real-world verificat | 1 | Codex, OpenCode | 1 | 584 tok |
| Apegurus/web3agent | 1 | Claude Code, Codex, OpenCode | 2 | 1,981 tok |
| ANAMIZED/OpenGOS OpenGOS — The ultimate open-source Autonomous Agentic Operating System + MCP Server for gr | 1 | Codex, OpenCode | 1 | 586 tok |
| 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 |
| BASHBOP/otito bashbop.github.io Local-first code context CLI + MCP server: discover, index, and search repos; generate tas | 1 | Codex, OpenCode | 1 | 348 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 | 5,804 tok |
| Bharath-code/regressGuard | 1 | Claude Code, Codex, OpenCode | 2 | 2,651 tok |
| GuillaumeLessard/qector-claude-plugin qector.store QECTOR Quantum Error Correction: High-performance, mathematically verified local QEC engin | 1 | Claude Code, Codex, OpenCode | 2 | 1,878 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 | 3,636 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 |