43,872 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 agents7,796Claude Code6,678Data and AI3,657Backend and APIs3,502Languages3,394Git and workflow3,252Planning3,236Code review2,768Testing2,425Memory and context2,361Writing and docs2,344DevOps and cloud2,337Research2,286Frontend2,272Security2,058Project management1,756
All Claude Code32,008 Codex23,577 OpenCode22,522 GitHub Copilot3,569 Gemini CLI1,916 Cursor1,739 Windsurf152 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| lubowen77/bookd Local-first AI reading companion (Node service + web reader + MCP bridge) | 0 | Claude Code | 1 | — |
| ZylNice/RenderdocMCP | 0 | Claude Code | 3 | 1,504 tok |
| zhuangguangdahyh-dotcom/content-ops-studio An open-source, AI-native content operations system for research, content planning, visual | 0 | Codex, OpenCode | 1 | 591 tok |
| yassinbahri/pyrfc-mcp | 0 | Claude Code | 2 | — |
| iarbor04/yandex-direct-mcp MCP server for the Yandex Direct API v5: reports, bids, and campaign management from an AI | 0 | Codex, OpenCode | 1 | 618 tok |
| mr-rsr/rcm-mcp AI-native Model Context Protocol (MCP) server for Healthcare Revenue Cycle Management (RC | 0 | Codex, OpenCode | 1 | 299 tok |
| Abishai95141/FinCon fincon.astutecomputer.com A reconciliation controller that closes the books with a proof, not a plug. Deterministic | 0 | Claude Code | 1 | 6,604 tok |
| mesutgulecen/ponscli npmjs.com Unofficial command-line interface for the Pons launchpad on Robinhood Chain | 0 | Claude Code, Codex, OpenCode | 5 | 808 tok |
| Miha21222/tradingview-mcp | 0 | Claude Code | 1 | 1,224 tok |
| mskerwiderski/mcp-garmin Read-only MCP server for Garmin Connect: activities, health data, FIT file analysis and ch | 0 | Claude Code | 1 | 576 tok |
| sjungwon03/job-platform-mcp TypeMCP servers and a portable Agent Skill for personalized Korean job search | 0 | Codex, OpenCode | 1 | 1,479 tok |
| seepine/image-gen-mcp TypeScript MCP server for generating and editing images through OpenAI image models. | 0 | Claude Code, Codex, OpenCode | 2 | 837 tok |
| newlix/gavel-mcp | 0 | Codex, OpenCode | 1 | 158 tok |
| Rydvansky/figma-console-mcp southleft.com Your design system as an API. Connect AI to Figma for extraction, creation, and debugging. | 0 | Claude Code | 3 | 415 tok |
| AfsheenMahmood/youtube-mcp | 0 | Claude Code | 1 | 1,066 tok |
| elliothimmelfarb/aimade-mcp The MCP server pattern that lets AI agents publish games as first-class users — 41 tools, | 0 | Claude Code, Codex, OpenCode | 2 | 168 tok |
| invictumhr/ai-invictum-browser-bridge invictum.hr Security-first MCP bridge that lets AI agents control your existing Chrome profile locally | 0 | Claude Code, Codex, OpenCode | 2 | 1,204 tok |
| epsilon-labs-llc/mcp-template Template for Cloudflare Workers featuring Better Auth passkey authentication and an MCP To | 0 | Codex, OpenCode | 1 | 2,132 tok |
| bparlan/seeder-402 An HTTP/MCP service for replicating buyer-supplied Hypercore/Hyperdrive keys for USDC on B | 0 | Codex, OpenCode | 1 | 1,090 tok |
| giaosang8888-cmd/AutoLinker-5.1.2-Local AutoLinker 5.1.2 silent MCP version — completely local with no network activity | 0 | Claude Code, Codex, OpenCode | 2 | 1,079 tok |
| andreaselmi/threads-mcp MCP server for the Threads API: publish posts, read your own posts, insights and publishin | 0 | Claude Code | 1 | 591 tok |
| eleferrets/emptysock-mcp | 0 | Claude Code | 2 | 1,975 tok |
| cfollette18/namakan-mcp-crm Unified MCP server for CRM systems | 0 | Codex, OpenCode | 1 | 40 tok |
| cfollette18/namakan-mcp-erp Unified MCP server for ERP systems (CSV/SFTP/ODBC included) | 0 | Codex, OpenCode | 1 | 41 tok |
| cfollette18/namakan-mcp-pm Unified MCP server for project management systems | 0 | Codex, OpenCode | 1 | 28 tok |
| nweii/apple-calendar-mcp Remote read and write access to Apple Calendar through a stateless Cloudflare Worker MCP s | 0 | Codex, OpenCode | 1 | 276 tok |
| HarutuneDavisIBM/hermes-mcp MCP server for HashiCorp/IBM Hermes document management — search, browse and retrieve docu | 0 | Codex, OpenCode | 1 | 636 tok |
| caa1211/genpdm-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 456 tok |
| iXanadu/pigeon-mcp Gmail MCP server for GrokBot | 0 | Claude Code, Codex, OpenCode | 2 | 928 tok |
| sebastian-software/stellara Self-hosted AI tool gateway for Firecrawl, Exa, Qdrant, embeddings, browser automation, an | 0 | Claude Code, Codex, OpenCode | 2 | 1,363 tok |
| Open-Bio/openbio-comfy-mcp Local MCP bridge for inspecting and editing a live ComfyUI canvas. | 0 | Codex, OpenCode | 1 | 472 tok |
| petrycz/ecommerce-mcp-automation Sample project for integrating e-commerce platforms via mcp | 0 | Claude Code | 1 | 1,020 tok |
| minnhaaaaa/civitas civitas-phi-five.vercel.app Civitas is an autonomous multi-agent procurement system that combines agent negotiation, e | 0 | Codex, OpenCode | 1 | 9,330 tok |
| Leonides2/homemade-mcp-oracle-database-10g-claude | 0 | Claude Code | 1 | — |
| astanciulescu03-sys/BasicLocalToolsMCP | 0 | Claude Code | 3 | 837 tok |
| lovesoonjo-lab/notebooklm-mcp | 0 | Claude Code, Gemini CLI | 2 | 2,724 tok |
| Cyruskraad/codex-claude-mcp Permission-aware local MCP bridge from Codex to Claude Code | 0 | Claude Code, Codex, OpenCode | 14 | 1,316 tok |
| tugraskan/Tamandua Evidence-backed SWAT+ Fortran source index and MCP server | 0 | Claude Code | 1 | 704 tok |
| TonPC64/mcp-a2a-bridge MCP bridge for connecting coding agents to remote A2A agents, with an optional local activ | 0 | Codex, OpenCode | 1 | 543 tok |
| SunrisesIllNeverSee/Moses_Enterprise_B2BPilot_ MO§ES™ — Enterprise AI Operator Evaluation platform, promo site, demo site, and MCP server | 0 | Codex, OpenCode | 1 | 1,239 tok |
| sberlo9/connectwise-manage-mcp-1 | 0 | GitHub Copilot | 1 | 857 tok |
| good-v1be/simple-rick Persistent memory for AI coding agents: an MCP server that records your sessions, normaliz | 0 | Claude Code | 1 | 1,068 tok |
| capitanes/edvibe-school-mcp Stateless MCP server for the Edvibe School API. Experimental/unofficial pilot. | 0 | Codex, OpenCode | 1 | 5,133 tok |
| clivechung/skillmcp Scalable Model Context Protocol (MCP) server for distributing and managing AI agent skills | 0 | Claude Code, Codex | 6 | — |
| sberlo9/connectwise-manage-mcp | 0 | GitHub Copilot | 1 | 857 tok |
| zelentsov-dev/google-ads-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 373 tok |
| DarkLvrd/linkedin-mcp | 0 | Codex, OpenCode | 1 | 85 tok |
| dcc-mcp/dcc-mcp-obs Native OBS Studio plugin with typed DCC-MCP control | 0 | Codex, OpenCode | 1 | 112 tok |
| chenxuyaun/free_web_mcp Free, powerful web access for AI agents via MCP. | 0 | Codex, OpenCode | 1 | 1,107 tok |
| liqiangcc/agent-runtime-mcp MCP server for managing agent runtime sessions | 0 | Claude Code, Codex, OpenCode | 5 | 991 tok |