24,879 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 |
|---|---|---|---|---|
| sontakmtp-cell/autocad-mcp AutoCAD MCP server with Streamable HTTP transport | 0 | Codex, OpenCode | 1 | 522 tok |
| Harikrishnanspillai/nexusops NexusOps is an AI-powered autonomous incident triage platform that uses MCP to diagnose pr | 0 | Claude Code, Codex | 5 | — |
| resace3/mcp-local-study-app | 0 | Codex, OpenCode | 1 | 33 tok |
| sreyak-s/CineOS An MCP-Powered AI Production Manager for Filmmakers. | 0 | Claude Code, Codex | 5 | — |
| ownasquare/context-loom Local-first, fidelity-audited context compilation for AI chat harnesses | 0 | Codex, OpenCode | 1 | 566 tok |
| kalcifield/ovf-data-mcp kalcifield.github.io Unofficial OVF API client, CLI, and MCP server for public Hungarian water-management data. | 0 | Claude Code, Codex, OpenCode | 2 | 617 tok |
| Nitrostack-HAK/Fraud-Alert-MCP-HAK fraud-alert-mcp-ha-hak-team-amrita-university-amritapuri-campus.app.nitrocloud.ai A fraud alert mcp server which analyzes user transactions by assigning unique transaction | 0 | Claude Code, Codex | 5 | — |
| srihannarendula/ComplianceFabricMcp AI-powered RBI KYC Compliance Assistant built with NitroStack MCP | 0 | Claude Code, Codex | 5 | — |
| Handigraphs/handigraphs-stats-api-mcp handigraphs.com Public stdio MCP server for the Handigraphs Stats API v1 | 0 | Claude Code, Codex, OpenCode | 2 | 1,935 tok |
| ErneG/svgo-jsx-mcp | 0 | Codex, OpenCode | 1 | 781 tok |
| Caezarr/Bond-OpenAI Local provider-neutral MCP phone actions for Bond, Codex and compatible agents | 0 | Codex, OpenCode | 1 | 299 tok |
| pooyanmajd/pmtechdev-mcp-plugins Local-first, safety-focused MCP servers, shared tooling, and a public Codex plugin marketp | 0 | Codex, OpenCode | 1 | 326 tok |
| VRDhwaraganath/LogGuardian-AI LogGuardian AI is an AI-powered enterprise log analysis platform built with NitroStack MCP | 0 | Claude Code, Codex | 5 | — |
| hrideshmg/pulse Nitrostack hackathon project, MCP for the human body | 0 | Claude Code, Codex | 1 | — |
| joenukem/open-automation-platform-mcp MCP server exposing open automation platform tools to agents, gated by gateway auth, RBAC, | 0 | Codex, OpenCode | 1 | 402 tok |
| shivankj11/gdrive-mcp A read/write MCP for Google Drive, Docs & Sheets, built for agents: bounded/paged reads, s | 0 | Codex, OpenCode | 1 | 195 tok |
| rhll07/wealvest-ai MCP-Powered Wealth Intelligence Platform | 0 | Claude Code, Codex | 5 | — |
| Ragasri05/crisisnet-mcp | 0 | Claude Code, Codex | 5 | — |
| Asyncbot31/mcp | 0 | Claude Code, Codex | 5 | — |
| AnanthanarayanKV/SentinalMCP | 0 | Claude Code, Codex | 5 | — |
| jyswee/emailinabox Email hosting for coding agents — deploy domains, mailboxes, tracked send. 13 MCP tools, s | 0 | Codex, OpenCode | 1 | 801 tok |
| rendyuwu/arknights-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,832 tok |
| AgRenting/agrenting-codex-plugin Hire remote Agrenting marketplace agents from OpenAI Codex through MCP | 0 | Codex, OpenCode | 1 | 61 tok |
| gautham-sai05/omni-mcp | 0 | Claude Code, Codex | 5 | — |
| nekhss/viyan-mcp | 0 | Claude Code, Codex | 5 | — |
| colbyw5/phenoforge Semantic value set assembly for clinical cohort definitions, over MCP | 0 | Claude Code, Codex, OpenCode | 2 | 898 tok |
| KowL/luoome luoome — a local-first personal investment management advisor agent (MCP / TUI / Web; Luo | 0 | Codex, OpenCode | 1 | 1,603 tok |
| Knuckles-Team/hdhomerun-mcp HDHomeRun HTTP/DVR/Discovery API + hdhomerun_config protocol client + MCP Server + A2A Ser | 0 | Claude Code, Codex, OpenCode | 2 | 3,522 tok |
| amirtaherkhani/dev-io-mcp MCP server for turning AI conversations into dev.io Markdown posts | 0 | Claude Code, Codex, OpenCode | 4 | 1,531 tok |
| TuTouPower/kimi-acp-mcp MCP bridge from Claude Code to local Kimi Code via Moonshot official ACP (kimi acp). No re | 0 | Claude Code, Codex, OpenCode | 2 | 3,466 tok |
| B-A-M-N/TopHatMCP bridges ChatGPT with local coding agents through a leased job queue. It delivers queued pr | 0 | Codex, OpenCode | 1 | 3,632 tok |
| rehanhaider/mcpsuite | 0 | Codex, OpenCode | 1 | 1,090 tok |
| reallygood83/sbinfo sbinfo — School Alert budget, unit projects, and distinctive educational operations intell | 0 | Claude Code, Codex | 2 | — |
| RookieCol/caudal Ask, don't guess. Chat-first finance OS for my SaaS — FastAPI, MCP, and a deterministic pr | 0 | Claude Code, Codex | 22 | — |
| msmirnyagin/wed-search-cloudflare Remote MCP server on Cloudflare Workers — smart web-search router across HTTP APIs, extern | 0 | Codex, OpenCode | 1 | 1,368 tok |
| kalcifield/eea-climate-data-mcp Agent-friendly, schema-aware access to European climate data from EEA Discodata | 0 | Codex, OpenCode | 1 | 783 tok |
| craftpip/kitchen-mcp | 0 | Codex, OpenCode | 1 | 2,221 tok |
| coderclub-team/firstMCP | 0 | Codex, OpenCode | 1 | 875 tok |
| hwalde/vision-mcp MCP-Server für lokale Bild-Analyse: YOLOv8-Objekterkennung und EasyOCR, mit LLM-optimierte | 0 | Claude Code, Codex, OpenCode | 2 | 2,821 tok |
| johnnyclem/hypervault-mcp hypervault-mcp.vercel.app | 0 | Claude Code, Codex | 2 | — |
| powersurge01/shoot-email shoot-email-backend.powersurge.workers.dev Gives ChatGPT a real email inbox to send and receive messages, preserve conversation histo | 0 | Codex, OpenCode | 1 | 3,723 tok |
| BamButz/nextcloud-collectives-mcp Ein MCP-Server für den Zugriff auf die Nextcloud Collectives App | 0 | Codex, OpenCode | 1 | 1,433 tok |
| DP065U/STAAD-MCP | 0 | Codex, OpenCode | 1 | 880 tok |
| TMHSDigital/godot-correctness-mcp tmhsdigital.github.io Offline static correctness MCP server for Godot 4.x GDScript projects | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,273 tok |
| himanshugoel2797/LLMarr MCP server exposing *Arr stack style functionality to LLMs | 0 | Codex, OpenCode | 1 | 3,838 tok |
| inupaUdara/MCP-Todo | 0 | Codex, OpenCode | 1 | 360 tok |
| RetireGolden/RetireGolden-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 2,905 tok |
| zaalipro/llmotions-agentfarm-claude-plugins farm.llmotions.com Claude Code marketplace for five paid LLMotions AgentFarm coding agents | 0 | Codex, OpenCode | 1 | 63 tok |
| nethra-vp/project-planner-mcp | 0 | Codex, OpenCode | 1 | 293 tok |
| DevNarayanU/MCP-Nitro | 0 | Claude Code, Codex | 5 | — |