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 |
|---|---|---|---|---|
| olssonsten/mcp-redmine A redmine MCP server covering close to 100% of redmines API | 1 | Codex, OpenCode | 1 | 412 tok |
| Jame0077/mcp-code-mode 🤖 Enable AI code generation using the Code Execution MCP Server, integrating large langua | 1 | Codex, OpenCode | 1 | 243 tok |
| adpena/teadata-mcp Model Context Protocol server and assistant UI for Texas public school data. | 1 | Codex, Gemini CLI, OpenCode | 2 | 1,541 tok |
| lidless-labs/n8nctrl lidless.dev n8n automations are locked behind its own UI. n8nctrl hands workflow inspect, validate, ru | 1 | Claude Code, Codex, OpenCode | 2 | 1,673 tok |
| atobouh/symapse Symapse indexes a codebase, builds a deterministic call graph, and gives AI agents instant | 1 | Codex, OpenCode | 1 | 497 tok |
| teleomorph/pinako-mcp An MCP server that lets Claude, Cursor, or any MCP client organize your Pinako tabs and li | 1 | Codex, OpenCode | 1 | 599 tok |
| agentspan-ai/mcp-testkit | 1 | Codex, OpenCode | 1 | 1,441 tok |
| uidaho-nsummers/tdx-cli-mcp TypeScript CLI and MCP server for the TeamDynamix Web API — built for AI coding agents (Cl | 1 | Claude Code, Codex, OpenCode | 2 | 2,982 tok |
| aud1ence/obsidian-wiki-mcp MCP server implement Karpathy's LLM Wiki pattern | 1 | Claude Code, Codex, OpenCode | 2 | 1,899 tok |
| zzhan111/multi-agents-browser MultiAgentsBrowser (ma-browser) - your real browser as the API, shared safely by many AI a | 1 | Claude Code, Codex, OpenCode | 2 | 3,901 tok |
| xeonvs/DDR-Price-MCP Lightweight Model Context Protocol (MCP) server that caches and serves weekly DDR/DRAM mem | 1 | Codex, OpenCode | 1 | 893 tok |
| lesleslie/graphics-mcp MCP server for graphics-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 1,580 tok |
| sayuru-akash/web-audit-mcp Web Audit is a production-minded website audit and monitoring product with a local MCP std | 1 | Claude Code, Codex, OpenCode | 10 | 287 tok |
| TheNovaNodes/searxng-mcp-control SearXNG Control Plane MCP Server for TheNovaNodes | 1 | Codex, OpenCode | 1 | 255 tok |
| g-battaglia/mcp-seo Open-source SEO analysis toolkit for AI agents — CLI + MCP server | 1 | Codex, OpenCode | 1 | 2,085 tok |
| BxNxM/micrOSMCP Standalone TypeScript MCP server and browser tester UI for micrOS devices. Use it to disco | 1 | Codex, OpenCode | 1 | 1,868 tok |
| taggedzi/Repo-Interrogator A local tool that helps AI understand large code projects. | 1 | Claude Code, Codex, OpenCode | 2 | 3,769 tok |
| tuxr/bible-mcp tuxr.github.io MCP server for Bible verse lookup and search. Connect Claude or ChatGPT to Scripture with | 1 | Claude Code, Codex, OpenCode | 2 | 2,800 tok |
| TheNovaNodes/anythingllm-mcp-control AnythingLLM Control Plane MCP Server for TheNovaNodes | 1 | Codex, OpenCode | 1 | 267 tok |
| TheNovaNodes/nextcloud-mcp-control Nextcloud Control Plane MCP Server for TheNovaNodes | 1 | Codex, OpenCode | 1 | 315 tok |
| gate/gatepay-local-mcp | 1 | Codex, Kiro, OpenCode | 4 | 2,574 tok |
| Prekzursil/abbyy-finereader-ocr-mcp Multi-engine OCR MCP server (RapidOCR + Tesseract + ABBYY FineReader 16) with per-line con | 1 | Codex, OpenCode | 1 | 299 tok |
| wangsquirrel/divination-chart-mcp divination-chart-mcp.vercel.app An MCP server for creating divination charts, including six-line and Bazi charts. | 1 | Claude Code, Codex, OpenCode | 2 | 738 tok |
| TheNovaNodes/nextcloud-mcp-gateway Nextcloud Data Plane MCP Server for TheNovaNodes (WebDAV, Files, Notes, CRM & User Cloud S | 1 | Codex, OpenCode | 1 | 661 tok |
| jacwalste/vendorops-mcp | 1 | Codex, OpenCode | 1 | 214 tok |
| ilyajob05/emo_bot | 1 | Claude Code, Codex, OpenCode | 2 | 3,139 tok |
| TheNovaNodes/google-jules-mcp Integration module for Google Jules cloud workers via Model Context Protocol. | 1 | Codex, OpenCode | 1 | 1,289 tok |
| bu5hm4nn/zoho-bookkeeper-mcp A Model Context Protocol (MCP) server for Zoho Books integration, designed for bookkeeping | 1 | Codex, OpenCode | 1 | 380 tok |
| Frejixxx/telegram-agent Privacy-first Telegram MCP tools for Codex maintainers | 1 | Codex, OpenCode | 1 | 1,165 tok |
| orchestratemcp/OrchestrateKIT-MCP orchestratemcp.dev The honest, evidence-backed MCP planner for safer AI agent workflows. | 1 | Claude Code, Codex, OpenCode | 2 | 830 tok |
| ccchenhuohuo/sorftime-mcp Governed Sorftime MCP, AI Skill, and full CLI for secure team access to Amazon market data | 1 | Claude Code, Codex, OpenCode | 2 | 1,957 tok |
| BASIC-BIT/soundiiz-mcp Local-first MCP server for safe AI access to Soundiiz syncs and SmartLinks. Read-only by d | 1 | Claude Code, Codex, OpenCode | 2 | 1,903 tok |
| cacheout-app/cacheout-mcp MCP server for Cacheout — macOS cache management and memory telemetry tools for AI agents | 1 | Codex, OpenCode | 1 | 2,112 tok |
| mkrech/anki-mcp-server | 1 | Codex, GitHub Copilot, OpenCode | 2 | 1,977 tok |
| ManudotaORG/artist-mcp artist-mcp.vercel.app Read your OneNote pages in Claude Desktop or Codex. An npm-published MCP server that signs | 1 | Claude Code, Codex, OpenCode | 2 | 4,066 tok |
| tboome33/obsidian-mcp-router MCP server that routes Claude tool calls to multiple Obsidian vaults (local or remote) ove | 1 | Claude Code, Codex, OpenCode | 2 | 2,494 tok |
| shayonpal/mcp-for-lifeos Model Context Protocol server for LifeOS Obsidian vault with dynamic template discovery an | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 5,482 tok |
| berntpopp/mgi-link genefoundry.org MCP server for MGI (Mouse Genome Informatics): mouse gene, allele, mutation and phenotype | 1 | Claude Code, Codex, OpenCode | 10 | 1,930 tok |
| okx-wallet-H/hvip-mcp | 1 | Claude Code, Codex, OpenCode | 3 | 3,765 tok |
| yurilopes/pydoll-mcp-server | 1 | Codex, OpenCode | 1 | 1,478 tok |
| royhcj/prompt-gui-mcp Lets AI agents to show prompts with beautiful, interactive GUI forms instead of plain text | 1 | Claude Code, Codex, OpenCode | 2 | 948 tok |
| ewanc26/atproto-mcp-server An AT Protocol MCP server for Bluesky and decentralized social web interactions. | 1 | Claude Code, Codex, OpenCode | 2 | 181 tok |
| bdhxhxhhxhxhxhhxjxhxhxhxhx2-del/codex-photoshop-psd-automation Turn AI-generated artwork into editable, validated layered PSDs with Codex + Photoshop MCP | 1 | Codex, OpenCode | 1 | 148 tok |
| cyberuni/cyber-slack Slack CLI and MCP server for AI agents | 1 | Claude Code, Codex, OpenCode | 2 | 544 tok |
| yigitkonur/mcp-supersubagents MCP server for spawning and managing parallel AI agents. Run multiple autonomous Copilot s | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 9,778 tok |
| nathanasbury/razberri-AI-Agents-Microsoft Microsoft 365-aware ADHD companion with MCP, local AI, and privacy-first task scoring | 1 | Codex, OpenCode | 1 | 1,341 tok |
| dongzhaohe321418-lab/zemax-mcp Local Web GUI for reproducible chick/human-eye illumination experiments with guided OpticS | 1 | Codex, OpenCode | 1 | 205 tok |
| aferreiraguido/javascript-mcp-server | 1 | Codex, OpenCode | 1 | 4,428 tok |
| gabriellopesdesouza2002/mcp-whatsapp The ultimate MCP Server for WhatsApp - Full History Search & AI Automation | 1 | Codex, OpenCode | 1 | 1,114 tok |
| Blueprint-Master/blueprint-modular mcp.blueprint-modular.com Semantic component system built for AI-driven UI generation. 101 curated components, dual | 1 | Codex, Cursor, OpenCode | 2 | 5,080 tok |