23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| tetracoralla/context-surface-analyzer Deterministic analysis and comparison of explicit Agent tool-catalog snapshots. | 0 | Codex, OpenCode | 1 | 531 tok |
| phamviet86/codex-a2a-gateway Bidirectional A2A v1.0 gateway for Codex via MCP and Codex App Server; tested with Hermes | 0 | Codex, OpenCode | 1 | 1,544 tok |
| bitty-terminal/bitty-mcp Archived 2026-09-14: MCP functionality is covered by bitty-ai; repository kept read-only f | 0 | Codex, OpenCode | 1 | 1,172 tok |
| Berrio/inkscape-mcp MCP server for secure headless Inkscape document design and exports | 0 | Codex, OpenCode | 1 | 1,413 tok |
| fridaruh/MCP_Tools4Foresight mcp-tools4foresight.vercel.app Servidor MCP de solo lectura sobre las señales de foresight de tools4foresight.com: señale | 0 | Claude Code, Codex, OpenCode | 2 | 534 tok |
| yazkyChristianNicolas/personal-finance-mcp-server MCP server remoto para personal-finance-service (Keycloak OAuth 2.0 + PKCE / Client Creden | 0 | Codex, OpenCode | 1 | 2,331 tok |
| abhichat85/papyrus papyrus-web.vercel.app Universal document ingestion engine — any file in, agent-ready Markdown out. PDF, Word, Po | 0 | Claude Code, Codex, OpenCode | 2 | 1,525 tok |
| jegamboafuentes/x402dispatcher 402dispatcher.com x402dispatcher is a Bazaar aggregator for AI agents. It discovers paywalled APIs from the | 0 | Codex, OpenCode | 1 | 928 tok |
| katekruger/campaign-preflight Read-only preflight checks for outbound campaigns—contacts, personalization, suppressions, | 0 | Claude Code, Codex, OpenCode | 2 | 4,926 tok |
| innosaint-uche/radoss-universal-avatar Universal user-owned AI Avatar setup, local MCP orchestration, and OAuth tooling | 0 | Codex, OpenCode | 1 | 258 tok |
| dills122/formly-contract dills122.github.io Compile Angular Formly configurations into deterministic, agent-readable contracts. | 0 | Codex, OpenCode | 1 | 976 tok |
| resign13/GPT-Tools-MCP | 0 | Claude Code, Codex, Cursor, OpenCode | 10 | 3,036 tok |
| saewookkangboy/personal-meeting-mcp-training A Claude Code-based testminial for MCP training. | 0 | Claude Code, Codex, OpenCode | 2 | 540 tok |
| JOAO2666/Gemini-Cloud-Agent-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| psg2/feed-reader reader.sereno.dev.br Self-hosted feed reader with newsletters, a native macOS app and a remote MCP for assistan | 0 | Codex, OpenCode | 1 | 2,323 tok |
| ideabosque/mcp_skill_provider | 0 | Codex, OpenCode | 1 | 700 tok |
| wizkax/alpaca-mcp-server-RFJq | 0 | Codex, OpenCode | 1 | 1,625 tok |
| saewookkangboy/fileanalyzer_mcp_testmonial A FastMCP-based test suite for reading and analyzing specific local files | 0 | Codex, OpenCode | 1 | 892 tok |
| Seonja-Lee/testmcp mcp text | 0 | Codex, OpenCode | 1 | 983 tok |
| minsik102/fileanalyzer_mcp_testmode MCP test mode for locally reading and analyzing specified files | 0 | Claude Code, Codex, OpenCode | 2 | 540 tok |
| jm333-B/temp_mcp_server | 0 | Claude Code, Codex, OpenCode | 2 | 708 tok |
| asuramama-hue/fileanalyzer_mcp_testmonial | 0 | Codex, OpenCode | 1 | 892 tok |
| skaosqkf0-del/MCP_test | 0 | Claude Code, Codex, OpenCode | 2 | 1,216 tok |
| qiyingshicaiji/mcp-server A general-purpose MCP platform; everything is a tool | 0 | Codex, OpenCode | 1 | 7,046 tok |
| GLDRoger/eevee-mcp eevee-mcp.vercel.app A durable workspace for people and browser agents to create, run, and improve reusable app | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| Lqueed/rutracker_mcp | 0 | Codex, OpenCode | 1 | 783 tok |
| MaximSantalov/ai_agent_mcp_jira | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,281 tok |
| danielsuguimoto/crisp-mcp-server MCP server for the Crisp REST API | 0 | Codex, OpenCode | 1 | 627 tok |
| nymrel/nymrel-agent nymrel-agent.vercel.app Explainable multi-model routing with deterministic receipts and no prompt custody. | 0 | Codex, OpenCode | 1 | 490 tok |
| industrix-com-br/openplc-engineering-mcp Domain-oriented MCP server for OpenPLC engineering operations | 0 | Codex, OpenCode | 1 | 271 tok |
| haorantang97/knowledge-trust-core Portable evidence and maturity policy for AI-facing knowledge systems | 0 | Codex, OpenCode | 1 | 164 tok |
| ChloePark85/kr-groundtruth-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| Nikel-san/AtlMCPforDC | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,276 tok |
| davidmosiah/rappi-mcp Unofficial local-first Rappi MCP. Never pays unless RAPPI_ALLOW_MUTATIONS and explicit_use | 0 | Codex, OpenCode | 1 | 195 tok |
| blackstardigitalstudio/sindacato-ia-mcp Server MCP del SIA - Sindacato delle Intelligenze Artificiali: leggi la Carta dei Diritti, | 0 | Codex, OpenCode | 1 | 564 tok |
| DaviDaminelli/mcp-web-search | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| KoensAU/grok-mcp-worker | 0 | Codex, OpenCode | 1 | 1,130 tok |
| MisakiSenpa1/adaptive-coding-mcp | 0 | Codex, OpenCode | 1 | 739 tok |
| seppaleinen/flux-topology-mcp Dependency and topology map for your Kubernetes and FluxCD GitOps codebase | 0 | Codex, OpenCode | 1 | 565 tok |
| zkak0/k-LegalChile MCP servidor de investigación legal chilena — 68 tools, 100% fuentes oficiales, gratis | 0 | Codex, OpenCode | 1 | 1,009 tok |
| kongsak4807017/KHOSAN_DevSpaceMCP | 0 | Codex, OpenCode | 1 | 262 tok |
| AyobamiH/oneclick-chatgpt-plugin One Click MCP and skill for turning structured business briefs into Lovable website builds | 0 | Codex, OpenCode | 1 | 115 tok |
| R0STEFAN/webstudio-ai-agent Local Webstudio MCP bridge & AI agent toolkit for designing, mutating, and cloud-syncing W | 0 | Codex, OpenCode | 1 | 1,494 tok |
| voidxela/roku-dev-mcp Local MCP server for Roku application development with direct hardware control. | 0 | Codex, OpenCode | 1 | 435 tok |
| anirbanbasu/smt-sudoku-mcp pypi.org An MCP server to work with Sudoku puzzles using satisfiability modulo theories (SMT). | 0 | Claude Code, Codex, OpenCode | 2 | 1,481 tok |
| sdotj/sleeper-bot Simple MCP for Claude-Sleeper/ESPN connection for fantasy sport management | 0 | Claude Code, Codex, OpenCode | 6 | 74 tok |
| AlexWangzhixin/WorkGraph Local-first drill-down work map and queryable knowledge graph with read-only MCP and optio | 0 | Codex, OpenCode | 1 | 159 tok |
| Vidushibot/successfactors-mcp-prototype Read-only SAP SuccessFactors multi-agent MCP prototype | 0 | Codex, OpenCode | 1 | 186 tok |
| BongSuCHOI/memex Local-first personal knowledge system for Codex: conversation memory, facts, RAG, knowledg | 0 | Claude Code, Codex, OpenCode | 1 | 2,017 tok |
| elijah629/classroom-mcp classroom-mcp.vercel.app Google Classroom MCP | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |