32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717
All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| henrychong-ai/yggdrasil-mcp henrychong.com Reasoning orchestration MCP server — Tree of Thoughts with deep planning, branching, and r | 3 | Claude Code | 1 | 5,952 tok |
| yasinyaman/graphlore MCP server that lets AI assistants explore a codebase through its knowledge graph (Graphif | 3 | Claude Code | 1 | — |
| PRUVALEX-Systems/PruvaGraph An MCP server and IDE extension that cuts Cursor and Claude API costs by 99% using local A | 3 | Claude Code | 1 | 523 tok |
| v3velev/memorythreads MemoryThreads - MCP-based persistent conversation memory shared across Claude Code and Cod | 3 | Claude Code | 1 | 614 tok |
| yangyue1974/kobox Talk to Claude, play your Teenage Engineering EP-133 K.O. II — an MCP server for MIDI cont | 3 | Claude Code | 1 | 483 tok |
| stevemurr/windex Self-hosted web index for search agents: news, GitHub projects, Wikipedia, arXiv, small-we | 3 | Claude Code | 1 | 811 tok |
| SpikedPunchVictim/mast MAST is a code-search engine that runs as either an MCP server (for AI assistants) or a st | 3 | Claude Code | 1 | 10,821 tok |
| grahama1970/extractor Advanced multi-format document processing with AI accuracy improvements - Enhanced marker- | 3 | Claude Code, Codex, OpenCode | 54 | 8,882 tok |
| tatargabor/set-copilot Voice dictation + real-time meeting copilot for Claude Code — speak into the mic, cross-re | 3 | Claude Code | 60 | 11,768 tok |
| quay/ai-helpers | 3 | Claude Code | 1 | — |
| AtlassianPS/JiraAgilePS PowerShell module to interact with Jira's Agile plugin | 3 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 5 | 2,263 tok |
| anthony-spruyt/claude-plugins | 2 | Claude Code | 3 | 352 tok |
| stoeier87/stoeier87.github.io Homepage | 2 | Claude Code, Codex, OpenCode | 21 | 654 tok |
| adam-s-k-i/super-backlog adam-s-k-i.github.io One command to give any repo an AI agent workflow: Backlog.md task tracking + Superpowers | 2 | Claude Code, Codex, OpenCode | 2 | 1,021 tok |
| intercom/claude-plugin-external Intercom plugin for Claude Code | 2 | Claude Code | 1 | 667 tok |
| Sharrmavishal/operating-kit Portable, project-agnostic operating kit for Claude Code and Cursor. A disciplined builder | 2 | Claude Code | 1 | 1,086 tok |
| youngde811/Lisa A production-quality expert-system shell, written in thoroughly modern Common Lisp. | 2 | Claude Code | 1 | 2,440 tok |
| PranavNagrecha/Salesforce-Intelligence sfi.auditforce.cloud Salesforce Org Intelligence for AI agents - a read-only, offline, source-available MCP ser | 2 | Claude Code | 1 | 2,423 tok |
| ralvarezdev/ralvaskills skills.ralvarez.dev My personal, ever-growing collection of AI skills for OpenCode and Claude Code. Enforces s | 2 | Claude Code | 1 | 10 tok |
| jspw/exciton npmjs.com Run Claude Code with an agentic framework dialled to the level the task deserves — for one | 2 | Claude Code | 1 | 2,489 tok |
| prosperkartik/hostaway-mcp Open-source Model Context Protocol (MCP) server for the Hostaway PMS - connect Claude to | 2 | Claude Code | 1 | 2,668 tok |
| raihan0824/mcp-fooocus-api | 2 | Claude Code | 1 | 856 tok |
| Junjianxin/jjx-js-reverse-mcp An enhanced MCP tool combining js-reverse-mcp and chrome-devtool-mcp. | 2 | Claude Code | 1 | 796 tok |
| Agenxy/dibs agenxy.org Keeps your agents in the loop about each other. See what the fleet is doing, then message, | 2 | Claude Code, Codex, OpenCode | 2 | 4,341 tok |
| banksynchq/banksync-mcp BankSync MCP server — connect AI agents to bank accounts, transactions, balances, and inve | 2 | Claude Code, Codex, OpenCode | 2 | 2,316 tok |
| SecondLifes/code-intel Hybrid semantic+keyword code search, RAG chat, and a 17-tool MCP server for Delphi/Pascal | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 50 | 8,454 tok |
| rajephon/k-lottery CLI + MCP server for purchasing Donghaeng Lottery Lotto 6/45 tickets, checking balances, a | 2 | Claude Code, Codex, OpenCode | 2 | 4,976 tok |
| isomorphic-team/isomorphic-app isomorphic.sh The Org Brain: a GitHub-backed team knowledge base that Claude can search, read, and edit | 2 | Claude Code | 1 | 33,703 tok |
| sommio/qwen-omni-mcp An MCP server that gives Claude Code and other AI agents video, image, audio, and audio-vi | 2 | Claude Code, Codex, OpenCode | 10 | 1,894 tok |
| moorej2400/ai-memory-mcp Portable hybrid AI-memory MCP with Graphify-backed retrieval | 2 | Claude Code, Codex, OpenCode | 2 | 874 tok |
| xiaojiou176-open/multi-ai-panel xiaojiou176-open.github.io Compare-first, browser-native AI compare workspace for ChatGPT, Gemini, Perplexity, Qwen, | 2 | Claude Code, Codex, OpenCode | 2 | 2,544 tok |
| vibegui/awesome-ai-native-cloudflare-app AI-native apps on Cloudflare Workers: one Worker = HTTP app + MCP server + MCP-App UI (dec | 2 | Claude Code | 1 | 1,918 tok |
| MrJPTech/macro-pickle Local, database-free AI creative toolkit — image & video generation plus a typed, brand-aw | 2 | Claude Code | 1 | 2,817 tok |
| mpasternak/dspace-mcp Read-only MCP server for DSpace 7+ repositories — let an AI assistant search, read and sum | 2 | Claude Code | 1 | 2,347 tok |
| sandraschi/civitai-mcp FastMCP bridge for Civitai: search and download checkpoints/LoRAs into a ComfyUI-compatibl | 2 | Claude Code, Codex, OpenCode | 2 | 512 tok |
| Noctilucenty/ATLAS Short-horizon FX binary-option prediction on IQ Option: calibrated LightGBM + expected-val | 2 | Claude Code | 1 | 1,032 tok |
| dinglebear-ai/synapse npmjs.com Rust MCP and CLI server for local Synapse workflows: Docker/Compose control, host inspecti | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 5,463 tok |
| pinion05/supabase-mcp-lite Lightweight Supabase MCP server implementation | 2 | Claude Code | 1 | 1,254 tok |
| shumi-ai/shumi-mcp Shumi crypto trade-intelligence MCP server — markets, funding rates, narratives, regime, a | 2 | Claude Code | 1 | 187 tok |
| flight505/MCP_DinCoder | 2 | Claude Code | 1 | 1,557 tok |
| ferocknew/cf-search-mcp | 2 | Claude Code | 2 | 888 tok |
| TianLin0509/SuperRAN A wireless simulation channel depot for Agents: an MCP service providing standardized chan | 2 | Claude Code, Codex, OpenCode | 2 | 37,924 tok |
| dinglebear-ai/rgotify npmjs.com Rust MCP server and CLI for Gotify push notifications, with stdio/HTTP transports, auth, C | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 4,153 tok |
| rolliinc/rolli-mcp npmjs.com MCP server for Rolli IQ — social media search and analytics | 2 | Claude Code | 1 | 1,251 tok |
| AndreyTsibin/mcp-super-app-public MCP server for Claude Code: project bootstrap, skills, website generator (landing or donor | 2 | Claude Code | 1 | — |
| azerv1/thimiko Chat history search for your llm | 2 | Claude Code | 1 | 945 tok |
| robinmordasiewicz/terraform-provider-f5xc registry.terraform.io Terraform provider for F5 Distributed Cloud (F5XC) - Community Edition | 2 | Claude Code | 7 | 8,569 tok |
| kuiralabs/ada-dev-cli Cardano CLI wallet and MCP server — wallets, balances, transfers, native assets, atomic sw | 2 | Claude Code | 1 | 625 tok |
| dinglebear-ai/rapprise npmjs.com Rust MCP server and CLI for Apprise notification fan-out across dozens of delivery backend | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 1,363 tok |
| RoscoNL/intodns-mcp-server intodns.ai MCP server for IntoDNS.ai — free DNS, DMARC, SPF, DKIM, BIMI, MTA-STS, DNSSEC & email secu | 2 | Claude Code, Codex, OpenCode | 2 | 1,764 tok |