23,799 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 |
|---|---|---|---|---|
| zzhao-ashai/mcp-server-typescript-ms1ybxn7 Created from render-examples/mcp-server-typescript template | 0 | Claude Code, Codex, OpenCode | 2 | 1,069 tok |
| LeonardPuettmann/texbook-agent-mcp | 0 | Codex, OpenCode | 1 | 1,022 tok |
| sandraschi/bluesky-mcp FastMCP Bluesky / AT Proto client with SOTA webapp and a human-approved outbox for fleet p | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 1,199 tok |
| alessandrodalpozzo/sacred-texts-mcp A normalized, citable corpus of sacred and foundational texts across 15+ traditions, embed | 0 | Claude Code, Codex, OpenCode | 2 | 678 tok |
| HellButcher/devdocs-mcp KnowledgeBase MCP server for Developer Documentation | 0 | Codex, OpenCode | 1 | 663 tok |
| devjourney/unifi-mcp Personal fork of sirkirby/unifi-mcp with local security hardening | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 4,926 tok |
| shanewiseman/atlassian-mcp | 0 | Codex, OpenCode | 1 | 50 tok |
| TheNickSanchez/passkey-mcp Cross-platform secrets manager for AI coding assistants — stores secrets in system keychai | 0 | Claude Code, Codex, Cursor, OpenCode | 6 | 1,231 tok |
| MO-Umer977/MCP-Server-for-Airflow | 0 | Codex, OpenCode | 1 | 1,369 tok |
| BernydotJar/cloud-sandbox-mcp-v2 Persistent MCP-managed development workstations runtime | 0 | Codex, OpenCode | 1 | 1,068 tok |
| Anionix/datahub-okf-governed-query Fail-closed DataHub MCP and OKF governed query adapter | 0 | Codex, OpenCode | 1 | 379 tok |
| SIM-DAD/tass TASS Community Edition: deterministic, provenance-first text analysis for social scientist | 0 | Codex, OpenCode | 1 | 1,174 tok |
| rodcordeiro/habitica-mcp TypeScript MCP server for Habitica daily execution items (habits, dailies, todos) with con | 0 | Codex, OpenCode | 1 | 464 tok |
| MehrozeKhan73/MCP-Server-for-Airflow | 0 | Codex, OpenCode | 1 | 1,369 tok |
| dinglebear-ai/connexin Connexin — human-approved SSH shell and file transfer as an MCP App | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 265 tok |
| simhskal/goodreads-mcp goodreads-mcp-chi.vercel.app Read Goodreads shelves and library exports from MCP clients | 0 | Codex, OpenCode | 1 | 1,514 tok |
| 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 |
| 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 |
| 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 |
| 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 |