43,853 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 agents7,784Claude Code6,676Data and AI3,658Backend and APIs3,500Languages3,392Git and workflow3,252Planning3,233Code review2,768Testing2,420Memory and context2,364Writing and docs2,341DevOps and cloud2,330Research2,286Frontend2,271Security2,055Project management1,754
All Claude Code32,000 Codex23,558 OpenCode22,502 GitHub Copilot3,568 Gemini CLI1,915 Cursor1,737 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Miguel-Calhabeu/edisciplinas-mcp MCP para agentes de IA acessarem conteúdos do E-Disciplinas da USP com segurança | 0 | Claude Code, Codex, OpenCode | 2 | 125 tok |
| AnasOsama2/financial-stock-analysis-mcp Filing-based financial stock analysis MCP server for US public companies using SEC EDGAR A | 0 | Claude Code | 1 | 469 tok |
| triplesixmir/reporecall Local-first, model-agnostic memory for coding agents. Markdown source of truth, disposable | 0 | Codex, OpenCode | 1 | 92 tok |
| WorldCentralKitchen/google_workspace_mcp workspacemcp.com Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive w | 0 | GitHub Copilot | 1 | 1,129 tok |
| camilopiedra92/aware-connector CLI and MCP server for reading the Autodesk Aware people directory | 0 | Claude Code | 1 | 2,066 tok |
| arr-mcps/qbit_manage-mcp Model Context Protocol for StuffAnThings/qbit_manage | 0 | Codex, OpenCode | 1 | 1,582 tok |
| fabio-barboza/web_search_mcp Servidor MCP de busca e pesquisa web com SearXNG, scraping e sumarizacao por LLM local | 0 | Claude Code | 1 | 6,516 tok |
| reachjalil/openwork-remote-mcp-app-example reachjalil.github.io Forkable monorepo of standard MCP Apps for OpenWork Connect, URL import, and capability ex | 0 | Codex, OpenCode | 1 | 664 tok |
| marrinexyq-droid/Rag-Mcp-Server | 0 | Claude Code, Codex | 9 | — |
| zong09/clickup-custom-mcp | 0 | Claude Code | 1 | 1,013 tok |
| Johonnyy/agent-mcp-py python library to convert an app into an mcp server | 0 | Claude Code | 1 | 2,385 tok |
| marshawcoco/gitmono-agent-team Three-agent, evidence-first collaboration contracts and MCP server for Libra-backed reposi | 0 | Codex, OpenCode | 1 | 234 tok |
| Ngoctrong102/lucad Agent-assisted CAD engineering: deterministic engine, MCP adapter, CadQuery/FreeCAD backen | 0 | Cursor | 14 | — |
| nar-oah/pose-mcp | 0 | Codex, OpenCode | 1 | 218 tok |
| Nighthawk42/gbdocs-mcp MCP server exposing the Game Boy Pan Docs as structured, citable lookups for decompilation | 0 | Claude Code, Codex, OpenCode | 2 | 2,006 tok |
| kkoshix/ls-ssh-mcp | 0 | Claude Code | 1 | 4,027 tok |
| chansanya/ForgeDeck Lightweight self-hosted DevOps platform for Docker, Compose, SSH, pipelines, and MCP. | 0 | Codex, OpenCode | 1 | 1,882 tok |
| bkosciow/mcp_camera REST server for USB cameras + MCP for AI to "see" | 0 | Claude Code, Codex, OpenCode | 2 | 1,634 tok |
| joshghal/holoscrape-mcp | 0 | Claude Code | 1 | 1,453 tok |
| deitum/testops-mcp | 0 | Codex, OpenCode | 1 | 2,139 tok |
| ABeltramo/mcp-explorer An API controllable and observable general purpose MCP server | 0 | Claude Code, Codex, OpenCode | 2 | 1,096 tok |
| ESTELLA219/Ariadne-Test-Agent-System Ariadne self-healing UI/API automation testing agent: Planner explores, Generator creates | 0 | Codex, OpenCode | 1 | 3,858 tok |
| guchi-apps/aide A common backend and hub for everyday life information. Provides the same data through an | 0 | Claude Code | 1 | 4,471 tok |
| maphnet/jc-mcp Jira and Confluence mcp tool | 0 | Claude Code | 1 | 1,324 tok |
| ThemeAnax/themeseed npm.indianic.in Seed realistic demo content into any CMS so you can preview a theme with real articles, im | 0 | Claude Code | 1 | 2,484 tok |
| cryptopepy/chungus-kali-mcp Allows an AI harness to take complete control of your Kali VM and automate CTFs and pentes | 0 | Codex, OpenCode | 1 | 698 tok |
| iamvaibhav31/linkedIn-mcp | 0 | Claude Code | 1 | 1,562 tok |
| Northern-Lighthouse/swarm-mcp-server MCP server for coordinating swarms of AI coding agents: task queue, messaging, knowledge b | 0 | Codex, OpenCode | 1 | 608 tok |
| humyai99/mcp-zyxel | 0 | GitHub Copilot | 1 | 318 tok |
| DannieJWright/planner-mcp | 0 | Codex, OpenCode | 1 | 822 tok |
| hexacron/claude-transformatron-9000 A Maltego transform server with MCP and Transform Authoring skill for coding agents | 0 | Claude Code, Codex, OpenCode | 2 | 1,599 tok |
| artcar12/agent-delegation-mcp MCP servers that let Claude Code delegate implementation work to the Antigravity (Gemini) | 0 | Claude Code | 1 | 266 tok |
| helpdeskllam-art/mcp-server-typescript-mst3xku1 Created from render-examples/mcp-server-typescript template | 0 | Claude Code, Codex, OpenCode | 2 | 1,069 tok |
| ale7canna/intervals-mcp | 0 | Claude Code | 2 | 2,461 tok |
| monet88/tradingview-mcp Independent MCP bridge for AI-assisted TradingView Desktop workflows via Chrome DevTools P | 0 | Claude Code | 1 | 1,873 tok |
| veterinar/retailcrm-mcp MCP server for RetailCRM using the official PHP API client | 0 | Claude Code | 1 | — |
| jurjones29/houston-mcp MCP server unifying Houston-area civic data: CKAN, ArcGIS Hub, TranStar, HCFWS, METRO GTFS | 0 | Claude Code | 1 | 1,345 tok |
| Johnnyzlee/agent-bridge-for-tab-management-in-firefox Local-first MCP server, Agent Skill, and WebExtension for precise Firefox tab and tab-grou | 0 | Codex, OpenCode | 1 | 1,451 tok |
| ericalopezfebo/mcp-puerto-rico-investigacion-juridica MCP que busca y lee sentencias de Puerto Rico, encuentra los mejores precedentes y extrae | 0 | Claude Code | 1 | 464 tok |
| fauzulkc/blur-studio Coordinate-based selective photo blurring — precisely blur faces, plates, screens, or any | 0 | Claude Code, Codex, OpenCode | 2 | 5,246 tok |
| litoondev/claude-talk-to-figma-mcp-main | 0 | Claude Code | 2 | 3,448 tok |
| zaynabed/bfxr-mcp MCP server and local web app that generate game sound effects with the Bfxr synth engine. | 0 | Codex, Cursor, OpenCode | 2 | 90 tok |
| Bhavanachowdary18/Session-Memory MCP server that stores AI session context locally, enabling cross-IDE continuity for AI-as | 0 | Claude Code, Codex, OpenCode | 2 | 1,202 tok |
| nazerim/brave-answers-mcp MCP server (stdio) for the Brave Answers API: cited one-shot answers + async research subm | 0 | Codex, OpenCode | 1 | 749 tok |
| LifeAnalysis/company-mesh Secure, local-first MCP collaboration for AI agent teams over Iroh | 0 | Codex, OpenCode | 1 | 177 tok |
| Carlos-ortiz23/siigo-mcp Servidor MCP (Model Context Protocol) remoto que conecta la API pública de Siigo Colombia | 0 | Codex, OpenCode | 1 | 360 tok |
| liulinnuha/lithium-kb npmjs.com 🧠 Fast, zero-dependency structured knowledge base (.agent-kb/) with 2D neural graph visua | 0 | Claude Code, Cursor | 2 | 294 tok |
| ryuk3nd0/echarts-mcp Apache ECharts MCP server: type-safe, SVG-first rendering over stdio + Streamable HTTP | 0 | Claude Code, Codex | 1 | — |
| shaynemeyer/obsidian-mcp | 0 | Claude Code | 1 | 1,196 tok |
| garvitkumbhat619/mcp-server-python-msw3oiyy Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |