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 |
|---|---|---|---|---|
| capabilityhostprotocol/capabilities-txt capabilities-txt.vercel.app | 0 | Codex, OpenCode | 1 | 265 tok |
| carson-see/ArkovaCarson arkova-carson.vercel.app Arkova MVP — credential anchoring and verification platform with Bitcoin timestamping, AI | 0 | Claude Code, Codex, OpenCode | 12 | 11,243 tok |
| carsonroell-debug/linkrescue-mcp MCP server for broken link detection, monitoring, and AI-powered fix suggestions. Built wi | 0 | Codex, OpenCode | 1 | 689 tok |
| chaytanc/longshore mastodon.social The Reality Next Door — an open, cited worldbuilding commons: a post-extraction Seattle on | 0 | Codex, OpenCode | 1 | 2,093 tok |
| chrischall/gemini-mcp Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) via the Gemini | 0 | Claude Code, Codex, OpenCode | 2 | 15,420 tok |
| chrischall/myhotlunchbox-mcp MCP server for My Hot Lunchbox — school lunch calendar, ordering, and payments for a paren | 0 | Claude Code, Codex, OpenCode | 2 | 1,894 tok |
| chrischall/skill-mcp An MCP server that serves a directory of Agent Skills — lists them, hands out their instru | 0 | Claude Code, Codex, OpenCode | 2 | 1,928 tok |
| christianclaudio/mcp-server-smartsheet-rm Enterprise MCP server for Resource Management by Smartsheet (10,000ft API). Automate times | 0 | Codex, OpenCode | 1 | 6,536 tok |
| clervo/clervo clervo.dev Outcome infrastructure for AI agents: Search, AI, secure sandbox, multi-chain RPC, predict | 0 | Claude Code, Codex, OpenCode | 11 | 973 tok |
| KarempudiLaasya/incident-commander mcp server | 0 | Claude Code, Codex | 5 | — |
| clarkthomas/clearlot clearlot.vercel.app HardwareHQ Clearlot — agent intent tape for hardware/MRO. Quotes via Shopify UCP/WebMCP. F | 0 | Codex, OpenCode | 1 | 165 tok |
| ckorhonen/hone-skills cdd.dev Claude Code skills that run on a cadence to fight code entropy — method brevity, naming cl | 0 | Codex, OpenCode | 1 | 763 tok |
| cristianmoroaica/bountyverdict cristianmoroaica.github.io Seven x402 decision APIs and installable agent skills for GitHub bounties, CI, skill secur | 0 | Codex, OpenCode | 1 | 324 tok |
| crp4222/pmq Fail-closed Polymarket CLOB V2 execution for Python: local signing, exchange-confirmed fil | 0 | Claude Code, Codex, OpenCode | 2 | 2,214 tok |
| crytobot459/eurorwa rwa-dashboard-gamma.vercel.app EuroRWA - EU Tokenized Money Market Fund dashboard (real web data + onchain attestation) | 0 | Codex, OpenCode | 1 | 779 tok |
| csacanam/comprabtc comprabtc.vercel.app | 0 | Claude Code, Codex | 1 | — |
| daedalus/mcp-manimgl mcp-manimgl — MCP server exposing manimgl mathematical animation functionality | 0 | Codex, OpenCode | 1 | 692 tok |
| daedalus/mcp-rpcbind MCP server exposing rpcbind/RPC portmapper functionality. | 0 | Codex, OpenCode | 1 | 222 tok |
| daedalus/mcp-sparql MCP server exposing SPARQL query functionalities for LLMs | 0 | Codex, OpenCode | 1 | 442 tok |
| daedalusdevelopmentgroup/ddg-agent-payable-services Pay-per-call x402 gateway for AI agents — MCP server + OpenAI-compatible API for agent too | 0 | Codex, OpenCode | 1 | 635 tok |
| daidaiJ/2native-ssh-mcp SSH MCP server implemented in Go: AI remote command execution and file transfer, with SSH | 0 | Codex, OpenCode | 1 | 2,884 tok |
| dan94k/brazilian-dev-mcp | 0 | Codex, OpenCode | 2 | 666 tok |
| davidmosiah/astral-mcp astral.delx.ai Precision-audited astrology MCP for AI agents — natal charts, transits, synastry & moon ph | 0 | Codex, OpenCode | 1 | 433 tok |
| davidmosiah/delx-agent-utilities ontology.delx.ai Open-source stateless utility tools for AI agents: URL, DNS, TLS, OpenAPI, x402, JWT, CSV/ | 0 | Codex, OpenCode | 1 | 248 tok |
| davidmosiah/delx-living-body wellness.delx.ai Meta-MCP that composes 15 Delx Wellness connectors. Ask one question, get a synthesized an | 0 | Codex, OpenCode | 1 | 635 tok |
| davidmosiah/wellness-cycle-coach npmjs.com Local-first menstrual cycle coach MCP — orchestrates Apple Health Cycle, Garmin women's he | 0 | Codex, OpenCode | 1 | 381 tok |
| detailobsessed/codereviewbuddy codereviewbuddy helps your AI agent interact with AI code review--smoothly. | 0 | Claude Code, Codex, OpenCode | 2 | 3,650 tok |
| devzspy/discourse-mcp-extended Fork of discourse/discourse-mcp extended with Discourse review-queue tools (list/approve/r | 0 | Codex, OpenCode | 1 | 785 tok |
| dbwls99706/deadends.dev deadends.dev Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and er | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 5,533 tok |
| dir-ai/repotector ⬡ The repo guardian AI agents handshake with before they touch your code. Handshake-first | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 648 tok |
| etymolt/mcp-server etymolt.com Official MCP server for Etymolt — the fact-check layer for LLM-generated names. Drop-in to | 0 | Claude Code, Codex, OpenCode | 2 | 896 tok |
| flukeatzerocool/holonovel Tabletop RPG ruleset MCP server — a holodeck for your rulebooks (D&D 5e, Starfinder). Cano | 0 | Codex, OpenCode | 1 | 7,768 tok |
| fortunesayspump/nibgate nibgate.xyz Nibgate — open protocol for paid content on creator-owned domains. Verified discovery, x40 | 0 | Codex, OpenCode | 1 | 900 tok |
| fpetitit/mcpcheck mcpcheck-tau.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| franklinnolasco7/quickshell-mcp An MCP server for Quickshell development. | 0 | Claude Code, Codex, OpenCode | 2 | 4,368 tok |
| freeappstore-online/mcp FreeAppStore MCP Server — AI agent tools for the platform | 0 | Claude Code, Codex, OpenCode | 2 | 1,553 tok |
| gabrielmahia/afya-mcp pypi.org MCP server for Kenya health system — NHIF/SHA coverage, facility finder, CHW services, mat | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,141 tok |
| gabrielmahia/afya-ya-akili-mcp pypi.org MCP server for Kenya mental health — therapist finder, crisis lines, teletherapy, Mental H | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,226 tok |
| gabrielmahia/decision-intelligence-mcp pypi.org MCP server: analytical decision frameworks from public domain knowledge — scenario analysi | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,156 tok |
| gabrielmahia/church-mcp pypi.org Kenya community and religious institution infrastructure via MCP. 6 tools. Thesis L3/L6. | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,133 tok |
| gabrielmahia/county-mcp pypi.org Kenya 47 counties local government data via MCP — county info, budgets, services, CDF, war | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,135 tok |
| gabrielmahia/diaspora-mcp pypi.org MCP server for Kenya diaspora — immigration, dual citizenship, taxes, homeland investment, | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,132 tok |
| gabrielmahia/elimu-mcp pypi.org MCP server for Kenya education — school registry, KCSE/KCPE guidance, HELB loans, TVET pro | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,142 tok |
| gabrielmahia/faida-mcp pypi.org MCP server for Kenya capital markets — Treasury bonds, NSE equities, unit trusts, diaspora | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,135 tok |
| gabrielmahia/familia-mcp pypi.org MCP server for Kenya family infrastructure — inheritance, wills, trusts, diaspora property | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,139 tok |
| gabrielmahia/habari-mcp pypi.org MCP server for Kenya civic information — Kenya Gazette, government tenders, open data, par | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,137 tok |
| gabrielmahia/haki-ya-kazi-mcp pypi.org MCP server for Kenya labour rights — minimum wages, dismissal, maternity/paternity, trade | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,140 tok |
| gabrielmahia/historia-mcp pypi.org Kenya and East Africa historical archives via MCP — timeline, independence leaders, herita | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,121 tok |
| gabrielmahia/jumuia-mcp pypi.org MCP server for Kenya SACCOs and chamas — SACCO finder, formation guide, cooperative benefi | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,139 tok |
| gabrielmahia/kazi-mcp pypi.org MCP server for Kenya labor market — employment rights, informal sector, gig economy, NSSF/ | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,174 tok |