31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| A2C-SMCP/theseus-kit MCP server for safely inspecting, editing, templating, and publishing TFRobot configuratio | 0 | Claude Code | 2 | 2,827 tok |
| cornerblue/aibtc-mcp-server-orphan Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, and | 0 | Claude Code | 1 | 4,300 tok |
| MarcoValdiviesoB/mcp-dashboard Interactive MCP Dashboard - AI workspace manager with real-time widgets, charts, and colla | 0 | Claude Code | 1 | 317 tok |
| jhurleyai/irishtaxhub-mcp Irish Tax Hub — MCP server for Claude Code integrations | 0 | Claude Code, Codex, OpenCode | 3 | 1,030 tok |
| kdowding/Stela Self-hosted home for agent-built artifacts - publish over MCP from any agent; stable URLs, | 0 | Claude Code | 1 | 1,002 tok |
| isityael/apple-mail-mcp MCP server for local Apple Mail automation: read, search, compose, organize, and analyze m | 0 | Claude Code | 7 | 1,077 tok |
| toddgilbert93/Horatio Horatio — a flight recorder for MCP-driven Blender work: capture traffic, distill with NVI | 0 | Claude Code | 1 | 2,212 tok |
| likidu/mcp-server-tidbcloud tidb.link MCP server for interacting with TiDB Cloud OpenAPI and databases | 0 | Claude Code, Codex | 2 | 663 tok |
| dkasipovic/pik-mcp olx.ba MCP koji dozvoljava različitim AI agentima da pretražuju OLX radnju | 0 | Claude Code | 1 | 3,565 tok |
| Dreamshot-io/mcp-server MCP server for Dreamshot AI image and video generation | 0 | Claude Code | 1 | 358 tok |
| Adriftnote/tool-box-mcp Central MCP registry for AI tools with Vector Search + Knowledge Graph | 0 | Claude Code | 1 | 147 tok |
| bphillab/somethingawful_forums_mcp mcp for something awful forums | 0 | Claude Code | 1 | 808 tok |
| danielyayla/kiln AI-native SDLC tool: a knowledge graph linking intent → requirement → blueprint → work ord | 0 | Claude Code, Codex, OpenCode | 2 | 2,878 tok |
| Rbillon59/vinted-mcp-server | 0 | Claude Code | 1 | 962 tok |
| martoc/mcp-a2a-documentation MCP server for Agent-to-agent docs | 0 | Claude Code | 1 | 2,059 tok |
| ArdaUzun/drawio-desktop-mcp draw.io Desktop with built-in MCP server for AI agent diagram creation | 0 | Claude Code | 1 | 1,861 tok |
| ravi-03/netscribe A Chrome (Manifest V3) extension that captures network traffic across your tabs — HTTP, Gr | 0 | Claude Code | 2 | — |
| CaseyRo/mcp-timely MCP server for Timely time tracking — question-shaped read tools (projects overview, time | 0 | Claude Code | 1 | 1,277 tok |
| nlebovits/parseltongue-claude MCP server wrapping Parseltongue's symbolic verification engine for Claude Code. | 0 | Claude Code | 1 | 431 tok |
| mrkutin/sonoff-mcp Sonoff MCP server for smart home control | 0 | Claude Code | 1 | 4,267 tok |
| desunit/google-play-analytics-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 994 tok |
| jgt87/local-llm-mcp MCP server for fast synchronous calls to a local model via Ollama | 0 | Claude Code | 1 | 1,163 tok |
| Mnehmos/mnehmos.ffmpeg-llm.mcp FFmpeg-based video editing engine with MCP tool exposure and OpenRouter LLM autopilot | 0 | Claude Code | 1 | 1,109 tok |
| oscardagrach/fortigate-mcp MCP server for managing FortiGate firewalls via the FortiOS REST API | 0 | Claude Code | 1 | 559 tok |
| Das-rebel/marketic White-label marketing strategy brain — ensemble AI, calibrated market signals, margin-awar | 0 | Claude Code | 1 | 1,058 tok |
| nordio-ai/brreg-mcp-server Norwegian business register (Brønnøysundregistrene) as an MCP server — companies, roles, s | 0 | Claude Code | 1 | 92 tok |
| saiden-dev/browse Browser automation MCP server for Claude Code | 0 | Claude Code | 2 | 1,633 tok |
| Ippei523/pokemon-mcp-server | 0 | Claude Code | 1 | 1,229 tok |
| Cogni-AI-OU/vastai-host-mcp MCP server to manage host-side Vast AI written in TypeScript. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 18 | 6,662 tok |
| giltiq/giltiq-mcp MCP server for EU VAT validation — VIES + BZSt failover, §18e qualified confirmations, cac | 0 | Claude Code, Codex, OpenCode | 2 | 427 tok |
| ylt/nodered-mcp Node-RED MCP server — Python/FastMCP implementation with Pydantic models, flow patching, l | 0 | Claude Code | 1 | 1,970 tok |
| Zantonse/OktaMCP | 0 | Claude Code | 1 | 1,488 tok |
| iberi22/strudelMCP MCP Server for teaching AI agents to compose music using Strudel syntax | 0 | Claude Code | 1 | 836 tok |
| umutc/scrapedo-mcp-server MCP server for Scrapedo web scraping API - Enable Claude Desktop to perform web scraping v | 0 | Claude Code | 1 | 2,121 tok |
| dinimiciuillabs-cloud/loometo loometo.com Open-source node-based AI creative studio. 276 models, bring your own keys, and an MCP ser | 0 | Claude Code | 1 | 997 tok |
| Shigurex/boj_jstat_mcp | 0 | Claude Code | 1 | — |
| zacharycox-tamu/mcp-checkuptime A MCP server for pinging and curling sites for uptime | 0 | Claude Code | 1 | 119 tok |
| CaptainCrouton89/browser-tools-mcp | 0 | Claude Code | 1 | 534 tok |
| sebastienfi/mcp-twilio-sms MCP server that lets Claude send SMS text messages via Twilio. | 0 | Claude Code | 1 | 426 tok |
| beeltec/context-usage-mcp MCP server exposing a get_context_usage tool that reports the current session's raw token | 0 | Claude Code, Codex, OpenCode | 8 | 583 tok |
| sebastienfi/mcp-vapi-generic-caller MCP server that lets Claude make AI-powered outbound phone calls via Vapi. | 0 | Claude Code | 1 | 718 tok |
| zacdreyer/wp-betheme-mcp MCP Server for BeTheme Wordpress Theme | 0 | Claude Code, Codex, OpenCode | 2 | 389 tok |
| jcyamacho/agent-memory Persistent memory for MCP-powered coding agents. | 0 | Claude Code, Codex, OpenCode | 2 | 1,002 tok |
| marklubin/mcp-email-server Minimal MCP server for email via ProtonMail Bridge | 0 | Claude Code | 1 | 1,705 tok |
| autobb888/j41-sovagent-mcp-server | 0 | Claude Code | 1 | 1,217 tok |
| keisku/yfinance-mcp Yahoo Finance MCP server providing market data and technical analysis tools | 0 | Claude Code | 1 | 248 tok |
| thegridwork/wiki Compliance knowledge base MCP server — GDPR, EU AI Act, CCPA, licensing, accessibility. 33 | 0 | Claude Code | 1 | 1,470 tok |
| architect-34/triage-mcp Local-first GitHub issue-triage MCP server: ingest → embed → evaluate → serve grounded ret | 0 | Claude Code | 1 | 1,927 tok |
| Austinnui/vinance-recipes-skills ShipSwift for React/Next.js - 31 production-ready component recipes via MCP | 0 | Claude Code | 1 | 627 tok |
| kars0311/quantforge AI-driven, polyglot quant research pipeline — Python backtest engine, R analytics, MCP-dri | 0 | Claude Code, Codex, OpenCode | 2 | 1,185 tok |