23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| zhuangguangdahyh-dotcom/content-ops-studio An open-source, AI-native content operations system for research, content planning, visual | 0 | Codex, OpenCode | 1 | 591 tok |
| 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 |
| mesutgulecen/ponscli npmjs.com Unofficial command-line interface for the Pons launchpad on Robinhood Chain | 0 | Claude Code, Codex, OpenCode | 5 | 808 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 |
| 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 |
| KireinaHoro/mcp-nutrition-db | 0 | Codex, OpenCode | 1 | 171 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 |
| 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 |
| Cyruskraad/codex-claude-mcp Permission-aware local MCP bridge from Codex to Claude Code | 0 | Claude Code, Codex, OpenCode | 14 | 1,316 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 |
| capitanes/edvibe-school-mcp Stateless MCP server for the Edvibe School API. Experimental/unofficial pilot. | 0 | Codex, OpenCode | 1 | 5,133 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 OBS Studio native plugin and MCP sidecar for AI agents to manage scenes and sources, recor | 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 |
| InjectPrompt/vision-model-text-input-generator-mcp | 0 | Codex, OpenCode | 1 | 240 tok |
| apexfaucet-hub/apex-x1-mcp Page extract, page to markdown, web read, token and NFT info for agents. Pay per call, x40 | 0 | Codex, OpenCode | 1 | 710 tok |
| bayleafwalker/hostproto-dap-core HostProto semantics for DAP hosts, once: one host, one MCP surface, any engine behind an E | 0 | Codex, OpenCode | 1 | 155 tok |
| remandorsn/eve-fit-mcp This is an MCP server for an AI agent that allows for the simple and convenient assembly o | 0 | Codex, OpenCode | 1 | 359 tok |
| nberardi/hermes-agent-bridge Streamable HTTP MCP bridge to a private-network Hermes | 0 | Codex, OpenCode | 1 | 265 tok |
| alksef/ComfyUI-AIAssistant Let a local AI assistant see your ComfyUI selection — and insert text into it on request. | 0 | Codex, OpenCode | 1 | 399 tok |
| PylotLight/ask-mcp | 0 | Codex, OpenCode | 1 | 1,655 tok |
| larscolombia/lubot-hunter-mcp-2026 | 0 | Claude Code, Codex, OpenCode | 8 | 4,660 tok |
| gca-ltd/sharpsir-charts-mcp-server Privacy-first luxury Chart.js rendering MCP server for agents — SIR-styled PNG, SVG, PDF a | 0 | Codex, OpenCode | 1 | 584 tok |
| onerandomd3v/Web-MCP-Vision-Tool webmcp-vision-tool.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 411 tok |
| marctheshark3/bambu-p1s-mcp Harness-agnostic MCP server for a Bambu Lab P1S on LAN. Stdio + Streamable HTTP. Status, f | 0 | Codex, OpenCode | 1 | 129 tok |
| Haiyang-Bian/blender-research-mcp Local-first semantic MCP bridge for safe Blender research workflows | 0 | Codex, OpenCode | 1 | 448 tok |
| 2k92gzzsyc-hash/mcp-server-python-mtef1ly7 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| zhiyuan7/freshrss-mcp FreshRSS MCP server with safe full-article extraction and YouTube transcript support | 0 | Codex, OpenCode | 1 | 1,228 tok |
| StandarterDF/v-radion_mcp | 0 | Codex, OpenCode | 1 | 1,696 tok |
| Coaden/agent-kudos coaden.github.io Local-first recognition and accomplishment infrastructure for AI agents | 0 | Codex, OpenCode | 1 | 515 tok |
| dankit/lambda_cloud_MCP GPU availability tracker with alerting & auto-provisioning right as they become available. | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| phuongnd11/algofox-mcp Offline MCP server for coding interview practice — original problems, local test harnesses | 0 | Codex, OpenCode | 1 | 301 tok |
| zhigege666/Lingshu-Gate Self-hosted MCP gateway and control plane | 0 | Claude Code, Codex, OpenCode | 2 | 830 tok |