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 |
|---|---|---|---|---|
| simhskal/goodreads-mcp goodreads-mcp-chi.vercel.app Read Goodreads shelves and library exports from MCP clients | 0 | Codex, OpenCode | 1 | 1,514 tok |
| Guild-Wars-MCP/GW2_MCP | 0 | Claude Code, Codex | 2 | — |
| nakanoasaservice/discord-webhook-relay-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 350 tok |
| JUVOJustin/zammad-remote-mcp | 0 | Codex, OpenCode | 1 | 185 tok |
| Timing-Jeju/jeju_AI Evidence-grounded standalone stdio MCP server for one-day trips in Jeju | 0 | Codex, OpenCode | 2 | 148 tok |
| omamishra8051-source/PenTest-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 289 tok |
| Zhuchen00123/session-vault OpenCode Session Vault for immutable local archives, Baidu Netdisk backup, and a narrow pr | 0 | Codex, OpenCode | 1 | 353 tok |
| thekitchencoder/second-brain [MOTHBALLED] Docker-packaged markdown vault with semantic search and Claude Code MCP integ | 0 | Claude Code, Codex, OpenCode | 2 | 3,889 tok |
| Jackson-DM/msp-tools-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 193 tok |
| maxzoa/1cent 1cent.maxzoa.ru Pay-per-call URL intelligence for AI agents via MCP and x402 USDC on Base Mainnet. | 0 | Codex, OpenCode | 1 | 256 tok |
| johnmontejano/cairn cairn-web-beta.vercel.app One private memory, shared by the AI tools you authorize. Evidence-backed, exportable as M | 0 | Claude Code, Codex, OpenCode | 2 | 974 tok |
| samuel-stidham/gws-mcp Minimal Google Workspace MCP server for Claude Code. Twelve tools for Gmail, Drive, Docs, | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 81 tok |
| VericyIO/mcp-air air.thalus.ai MCP server for AIR (AI Responsibly) — run risk assessments from Cursor, Claude Code, VS Co | 0 | Codex, OpenCode | 1 | 286 tok |
| Huzaifa-ali/mcp-server-linkedin pypi.org LinkedIn MCP Server - Publish posts, images, videos and articles to LinkedIn from any AI a | 0 | Codex, OpenCode | 1 | 1,208 tok |
| yywz2026-coder/AgentAirlock A local-first, permission-controlled communication bridge for AI coding agents using MCP. | 0 | Codex, OpenCode | 1 | 65 tok |
| shirin292006/mcp-toolkit | 0 | Claude Code, Codex, OpenCode | 2 | 4,173 tok |
| joelborch/flow flow-demo.joel-a67.workers.dev Agent-first project management on Cloudflare. Self-hosted ClickUp/Asana alternative: one W | 0 | Claude Code, Codex, OpenCode | 2 | 3,669 tok |
| flame211186/founder-decision-agent Evidence-calibrated founder decision support with an explicit TypeScript workflow. | 0 | Codex, OpenCode | 1 | 1,145 tok |
| Deep360-code/MCP_Creartors- Enhance the story before publishing and helps in marketing to the creators | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| Ninh-Duong/mcp-pr-companion Read-only MCP server that turns Bitbucket Cloud pull requests into privacy-sanitized conte | 0 | Claude Code, Codex, OpenCode | 2 | 5,327 tok |
| rosselps/whyguard npmjs.com Reconstructs why code exists and stops humans or agents from erasing that protection by ac | 0 | Claude Code, Codex, Kiro, OpenCode | 6 | 4,673 tok |
| void-Lu/netsuite-mcp-tools | 0 | Codex, OpenCode | 1 | 251 tok |
| pizzacrustreviewer/workspace-admin-mcp Custom GWS MCP Server | 0 | Claude Code, Codex, OpenCode | 2 | 768 tok |
| Valar05/grounded-motion-mcp Agent-free whole-body motion tracking MCP with deterministic review evidence. | 0 | Codex, OpenCode | 1 | 287 tok |
| GoLinks/goprofiles-mcp Repo for the GoProfiles MCP server | 0 | Codex, OpenCode | 1 | 1,606 tok |
| frli4797/crowdsec-mcp CrowdSec-focused MCP server for safe, auditable security operations. | 0 | Codex, OpenCode | 1 | 945 tok |
| Nathan-Z01/agent-collab-hub Shared MCP coordination hub for AI coding agents working safely on the same project | 0 | Claude Code, Codex, OpenCode | 5 | 439 tok |
| fschrhunt/zenAgent A considerate, space-aware CLI and MCP server for background automation in Zen Browser. | 0 | Codex, OpenCode | 1 | 1,276 tok |
| adamburmister/pluts-mcp MCP server for Pluts (double entry accounting ledger) | 0 | Codex | 1 | — |
| colbyw5/openfda-mcp-server Python MCP server that gives AI assistants access to the U.S. Food and Drug Administration | 0 | Codex, OpenCode | 1 | 467 tok |
| badass-data-science/pyFit-agentic-polygon-nesting Agentic Irregular 2D Polygon Nesting (Bin-Packing) Tool | 0 | Codex, OpenCode | 1 | 4,051 tok |
| sekka1/Campervan-mcp | 0 | Codex, OpenCode | 1 | 4,993 tok |
| Daneshpajouh/mystorax-host mx.parallex.ca Installable MystoraX host package v2.1 — plugins, MCP, OpenAPI, HTTP connectors for every | 0 | Codex, OpenCode | 1 | 90 tok |
| GarryWhite109909/xmind-mcp-server | 0 | Claude Code, Codex, OpenCode | 5 | 1,762 tok |
| tvermolaev-source/open-webui_mcp_yandex | 0 | Claude Code, Codex | 1 | — |
| LEEseungseok-01/knu-mcp Unofficial public information MCP server for Kangwon National University Chuncheon Campus: | 0 | Claude Code, Codex, OpenCode | 2 | 1,442 tok |
| Xerolux/idm-mcp-server MCP Server for IDM heatpumps | 0 | Codex, OpenCode | 1 | 598 tok |
| bluesky050/tianyan-mcp-server | 0 | Codex, OpenCode | 1 | 922 tok |
| Happenmass/codex-claude-code-mcp Blocking, no-poll Claude Code MCP bridge for Codex with direct and background delegation s | 0 | Codex, OpenCode | 1 | 205 tok |
| landynsnipes/enterprise-mcp-kit Bounded MCP connectors for existing NetBox, Grafana, Zabbix, WireGuard, Kubernetes, and OP | 0 | Codex, OpenCode | 1 | 90 tok |
| epi13/mncs-forge-mcp Experimental MNCS-native development and evidence control plane for Codex | 0 | Codex, OpenCode | 1 | 685 tok |
| HenokD11/icrisat-data-hub Federation-first data hub for ICRISAT teams: zero-skill upload (CSV/Excel/Word), auto-inge | 0 | Codex, OpenCode | 1 | 1,101 tok |
| QuverLabs/rejestr-io-mcp Serwer MCP udostępniający API rejestr.io (KRS, CRBR, sprawozdania finansowe) dla Claude De | 0 | Codex, OpenCode | 1 | 2,138 tok |
| o-sokhan/abm-mcp Read-only MCP server for the Apple School & Business Manager (ABM/ASM) API, built with Fas | 0 | Codex, OpenCode | 1 | 386 tok |
| mitonattou919/dev-standards-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 2,620 tok |
| rmarquesa/agentmemory-offline Offline persistent memory for local coding agents | 0 | Codex, OpenCode | 1 | 1,546 tok |
| Cork-Technology/cork-cli A Cork protocol helper CLI with built-in Model Context Protocol (MCP) support, exposing pr | 0 | Codex, OpenCode | 1 | 704 tok |
| kappa9999/white-hat-agent Model-neutral cyber knowledge, orchestration, discovery, and MCP application layer for AI | 0 | Codex, OpenCode | 1 | 298 tok |
| Dash-096/dedalus-mcp-python | 0 | Claude Code, Codex, OpenCode | 2 | 1,699 tok |
| autogrammar/todo2code autogrammar.github.io Dependency-free Python SDK for todo2code A2A and the local TypeScript runtime | 0 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 6,189 tok |