24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| nvlang/verso-mcp MCP server to read Verso-generated documentation sites (e.g., the Lean Language Reference) | 1 | Codex, OpenCode | 1 | 2,795 tok |
| oabolade/figma_mcp_server_actor An MCP that enables AI assistants to interact programmatically with Figma designs | 1 | Codex, OpenCode | 1 | 2,407 tok |
| partymola/bosch-flow-mcp modelcontextprotocol.io MCP server for the Bosch eBike Flow API with OAuth, local cache, and battery trend analysi | 1 | Claude Code, Codex, OpenCode | 2 | 10,277 tok |
| partymola/google-health-mcp MCP server for the Google Health API: heart rate, activity, sleep, SpO2, HRV, ECG and irre | 1 | Claude Code, Codex, OpenCode | 2 | 18,434 tok |
| olk/architecture-pattern-mcp MCP server that provides architecture design expertise to AI coding agents | 1 | Codex, OpenCode | 1 | 812 tok |
| oneill9/tfl-mcp-server oneill9.github.io MCP server exposing live London transport data (TfL API) to AI assistants | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 2,517 tok |
| qso-graph/sota-mcp qso-graph.io MCP server for Summits on the Air: summit info, spots, alerts and nearby summits. | 1 | Claude Code, Codex, OpenCode | 2 | 587 tok |
| psyb0t/docker-flickies ciprian.51k.eu Self-hosted video API in one Docker container. Lipsync (LatentSync 1.5, Wav2Lip), face res | 1 | Claude Code, Codex, OpenCode | 3 | 4,674 tok |
| ronniechong/healthchecks-io-mcp npmjs.com Healthchecks.io MCP | 1 | Claude Code, Codex, OpenCode | 2 | 1,616 tok |
| ryanthegentry/402index 402index.io Protocol-agnostic directory of paid APIs (L402 + x402 + MPP) for AI agents | 1 | Claude Code, Codex, OpenCode | 2 | 1,960 tok |
| sidduHERE/agentpool pypi.org Local CLI and MCP control plane for coding-agent worker sessions | 1 | Codex, OpenCode | 1 | 340 tok |
| singleflo/odoo-assistant-mcp | 1 | Claude Code, Codex, OpenCode | 6 | 2,070 tok |
| starfetch-js/starfetch Starfetch gives AI agents safe, reproducible access to public astronomy catalogs through t | 1 | Codex, OpenCode | 1 | 2,436 tok |
| timohaa/scopewalker-mcp Codebase analysis MCP server for AI agents: complexity metrics, size thresholds, prop dril | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 14 | 1,344 tok |
| xiaojiou176-open/agent-export xiaojiou176-open.github.io Archive and governance workbench for AI agent transcripts, archive shells, and evidence ro | 1 | Claude Code, Codex, OpenCode | 2 | 4,544 tok |
| xiaojiou176-open/notebackup xiaojiou176-open.github.io Apple Notes backup control room for macOS with AI diagnostics, a token-gated Local Web API | 1 | Codex, OpenCode | 1 | 1,209 tok |
| xiaojiou176-open/dealwatcher xiaojiou176-open.github.io Open-source compare-first grocery price tracking with compare-aware watch groups, effectiv | 1 | Codex, OpenCode | 1 | 2,360 tok |
| xiaojiou176-open/shadcn-brief xiaojiou176-open.github.io Public repo for MCP-native UI delivery and review across Codex, Claude Code, OpenCode, and | 1 | Claude Code, Codex, OpenCode | 2 | 4,349 tok |
| xiaojiou176-open/notebooklab xiaojiou176-open.github.io Messy long context -> structured insight -> auditable markdown, research threads, and insp | 1 | Claude Code, Codex, OpenCode | 2 | 2,056 tok |
| Synectic-Research/research-scan researchscan.synectic.org Research Scan finds and ranks recent scientific papers that matter most for a specific res | 1 | Claude Code, Codex, OpenCode | 1 | 11,383 tok |
| windborne/zulipmcp windbornesystems.com Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. | 1 | Claude Code, Codex, OpenCode | 2 | 1,511 tok |
| deployhq/deployhq-cli deployhq.com DeployHQ CLI — deploy from your terminal, for humans and agents | 1 | Claude Code, Codex, OpenCode | 2 | 2,040 tok |
| Scottpedia0/access One Bearer token, all your services. Self-hosted credential store + API proxy + MCP server | 1 | Codex, OpenCode | 1 | 1,144 tok |
| riefer02/mcp-pg-db-reader Read-only PostgreSQL MCP server for AI assistants, with safe query tools and multi-environ | 1 | Codex, OpenCode | 1 | 380 tok |
| tsjharsha/MedFlowMCP-AI- An AI-powered Hospital Operations MCP Server built with NitroStack. Automates Jira ticketi | 1 | Claude Code, Codex | 5 | — |
| suttonwilliamd/tpc-server Thoughts Plans Changelog is an MCP compliant server for coding with AI agents | 1 | Codex, OpenCode | 1 | 1,421 tok |
| Blindex09/mcp MCP Server - Skills server for AI agents | 1 | Claude Code, Codex, OpenCode | 2 | 2,700 tok |
| stackpwnies/bible-mcp MCP server that gives AI assistants access to 100+ Bible translations in 38+ languages. Lo | 1 | Codex, OpenCode | 1 | 1,108 tok |
| zamushwani/biomedical-ai-skills AI agent skills for cancer biology and multi-omics research | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,531 tok |
| robcsaszar/scaffold Claude Code skills for authoring AGENTS.md, CONTEXT.md, and DESIGN.md | 1 | Codex, OpenCode | 1 | 943 tok |
| larsboes/Axon larsboes.github.io An integration platform where every capability is a plugin from the core — public shell, p | 1 | Claude Code, Codex, OpenCode | 2 | 501 tok |
| YunYouJun/craft-hub craft-hub.yunyoujun.cn A local, cross-project developer workbench for project commands and agent skills. | 1 | Claude Code, Codex, OpenCode | 2 | 1,025 tok |
| compiuta-origin/connhex-tools connhex.com Python SDK, CLI, and MCP server for Connhex — connect IoT data and services to application | 1 | Claude Code, Codex, OpenCode | 2 | 377 tok |
| wvlvik/toy-skills | 1 | Claude Code, Codex, Cursor, OpenCode | 9 | 2,634 tok |
| cnavta/sprint-mcp A combination agent workflow and MCP server focused around iterative, collaborative develo | 1 | Claude Code, Codex, OpenCode | 2 | 10,409 tok |
| badbat75/FattureInCloudMCP MCP server (stdio, TypeScript SDK) bridging the Fatture in Cloud API v2: CRUD on issued/re | 1 | Codex, OpenCode | 1 | 1,205 tok |
| rodrigopg/mcp-brazil-marketplaces MCP Server para busca de anúncios na OLX Brasil (Python + FastMCP) | 1 | Claude Code, Codex, OpenCode | 2 | 996 tok |
| koalyptus/ls-apis Public API Discovery for Humans & Agents | 1 | Codex, OpenCode | 1 | 3,254 tok |
| julioalberto64/iron-mcp-framework Build secure, scalable and production-ready Model Context Protocol servers with Node.js. | 1 | Codex, OpenCode | 2 | 426 tok |
| PaulVineethP/mcp-server-azure-devops mcp-server-azure-devops for on-prem TFS - audited & dependency-patched | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,565 tok |
| thesammykins/FlixBridge Flix-Bridge is a Model Context Protocol (MCP) server that bridges AI assistants with media | 1 | Codex, OpenCode | 2 | 733 tok |
| gmlee-ncurity/redmine-mcp-server Model Context Protocol server for Redmine integration | 1 | Claude Code, Codex, OpenCode | 2 | 4,023 tok |
| ssasuoirafen/remnawave-mcp-server MCP server for Remnawave VPN panel API | 1 | Claude Code, Codex, OpenCode | 2 | 2,357 tok |
| nolan57/opencode-mcp-cron mcp corn on opencode | 1 | Codex, OpenCode | 1 | 2,396 tok |
| MAB2908/zont-mcp MCP server for controlling ZONT heating systems (BAXI Connect+ and compatible) with AI ass | 1 | Codex, OpenCode | 1 | 2,249 tok |
| lexq-io/lexq-cli lexq.io The Decision Operations Platform for engineering teams. CLI and MCP server for LexQ | 1 | Claude Code, Codex, OpenCode | 2 | 2,242 tok |
| dragonheart8787/opendata-mcp | 1 | Codex, OpenCode | 1 | 13,652 tok |
| GhadiSaab/ctx-memory Universal memory layer for AI coding agents, persist context across sessions and switch se | 1 | Claude Code, Codex, OpenCode | 2 | 3,948 tok |
| knownothing20/AgentPort AgentPort is an AI remote development gateway that supports MCP, a CLI daemon, SSH recover | 1 | Codex, OpenCode | 1 | 391 tok |
| CarlDog/plex-mcp MCP server for Plex Media Server, packaged as a Docker container | 1 | Claude Code, Codex, OpenCode | 2 | 4,446 tok |