22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721
All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| olgasafonova/productplan-mcp-server MCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and di | 3 | Claude Code, Codex, OpenCode | 5 | 1,247 tok |
| yclenove/mysql-mcp-server A Node.js-based MySQL MCP (Model Context Protocol) server that supports operating MySQL da | 3 | Codex, OpenCode | 1 | 330 tok |
| buYoung/mcp | 3 | Claude Code, Codex, OpenCode | 2 | 853 tok |
| mokhtarabadi/blowsh-mcp Model Context Protocol (MCP) server for terminal-based, JS-capable web browsing via Browsh | 3 | Codex, OpenCode | 1 | 3,319 tok |
| damieng-zx/zx84 zx84.envytech.workers.dev Sinclair ZX Spectrum emulator for your browser with MCP server | 3 | Claude Code, Codex, OpenCode | 2 | 3,843 tok |
| vohongtho/code-intel-platform | 3 | Claude Code, Codex, GitHub Copilot, Kiro, OpenCode, Windsurf | 24 | 9,599 tok |
| ralforion/orionbelt-semantic-layer-mcp ralforion.com MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore semantic models, comp | 3 | Claude Code, Codex, OpenCode | 2 | 1,763 tok |
| robotto-xyz/ai-drone-toolkit robotto.xyz AI Drone Toolkit - MCP servers and tools for intelligent drone development (PX4 and beyond | 3 | Codex, OpenCode | 1 | 3,816 tok |
| 1942293420/Evolvmem_MCP A memory management MCP with a vector database | 3 | Codex, OpenCode | 1 | 880 tok |
| axelfreeman/tapac-mcp tapacapi.com Find & verify B2B contacts via MCP — real-time scraping (websites, Discord, Telegram) + SM | 3 | Codex, OpenCode | 1 | 407 tok |
| HarperFast/skills Developer skills for building with Harper. Auto-generated from the documentation. | 3 | Codex, OpenCode | 1 | 100 tok |
| dgutierrez1/concurrent-playwright-mcp | 3 | Codex, OpenCode | 1 | 1,312 tok |
| contentstack/contentstack-ios iOS SDK for Contentstack's Content Delivery API | 3 | Codex, OpenCode | 1 | 905 tok |
| grahama1970/extractor Advanced multi-format document processing with AI accuracy improvements - Enhanced marker- | 3 | Claude Code, Codex, OpenCode | 54 | 8,882 tok |
| AtlassianPS/JiraAgilePS PowerShell module to interact with Jira's Agile plugin | 3 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 5 | 2,263 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 |
| alrcatraz/astra-knowledge-base-mcp Knowledge base for AI Agent, supports vectorisation, SAG | 2 | Codex, OpenCode | 1 | 2,276 tok |
| liangyou09/lyshell AI-native terminal & SSH client built for vibe coding. Harness launches DeepSeek, Codex, a | 2 | Claude Code, Codex, OpenCode | 2 | 2,751 tok |
| bobleer/deepseek-harness-plugin-mcp MCP server that lets any agent discover, install, and run DeepSeek Harness plugins (topic: | 2 | Codex, OpenCode | 1 | 122 tok |
| Augustas11/antseed-explorer antfeed.org On-chain buyer intelligence for the AntSeed P2P AI services network on Base | 2 | Codex, OpenCode | 1 | 163 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 |
| BASIC-BIT/vrchat-mcp MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX history. | 2 | Codex, OpenCode | 1 | 1,604 tok |
| Agnuxo1/enigmagent-mcp npmjs.com Local encrypted vault MCP server. AES-256-GCM + Argon2id. Resolves {{PLACEHOLDER}} secrets | 2 | Codex, OpenCode | 1 | 481 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 |
| 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 |
| TheFractalyst/QuantConnectMCP QuantConnect/Lean MCP server - 6 tools for docs lookup, code validation, and code generati | 2 | Codex, OpenCode | 1 | 437 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 |
| 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 |
| TianLin0509/SuperRAN A wireless simulation channel depot for Agents: an MCP service providing standardized chan | 2 | Claude Code, Codex, OpenCode | 2 | 37,924 tok |
| richardofortune/tyrekick Feedback loop for AI-built prototypes: reviewers pin comments on the live page; your codin | 2 | Codex, OpenCode | 1 | 2,767 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 |
| 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 |
| neurarelay/relay-action-card neurarelay.com Run a Neura Relay Action Card and receive a governed Decision Receipt before execution. | 2 | Codex, OpenCode | 1 | 384 tok |
| energychain/cernion-energy-tools MicroService Agent System for Energy Markets | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 28 | 5,644 tok |
| Tempguru-co/tempguru-mcp tempguru.co MCP server for W-2 event staffing across 345 US/CA markets: plan_staffing planner, live ra | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 5,545 tok |
| DanielGuru/repomemory Persistent, structured memory for AI coding agents. Your repo remembers what every session | 2 | Claude Code, Codex, OpenCode | 2 | 5,463 tok |
| beel-es/beel-mcp docs.beel.es Servidor MCP de facturación electrónica española con VeriFactu (AEAT): emite facturas F1/F | 2 | Codex, OpenCode | 1 | 880 tok |
| JoaoBerne/cli-bridge-mcp Your AI assistant, but it can phone a friend — an MCP server that consults a council of ot | 2 | Claude Code, Codex, OpenCode | 2 | 1,318 tok |
| 0xSardius/solenrich solenrich.com Onchain intelligence API for Solana AI agents. 45 pay-per-call x402 endpoints (USDC on Sol | 2 | Claude Code, Codex, OpenCode | 5 | 27,426 tok |
| 4DA-Systems/4DA 4da.ai Privacy-first developer intelligence — surfaces what matters from the noise | 2 | Claude Code, Codex, OpenCode, Windsurf | 3 | 6,920 tok |
| FadingLight9291117/mcp-harmonyos Model Context Protocol server for HarmonyOS development | 2 | Codex, OpenCode | 1 | 1,501 tok |
| MRNAQA/sourceweave-web-search Fully local MCP server and CLI for web research | 2 | Claude Code, Codex, OpenCode | 3 | 995 tok |
| MakeaMouse/fish-bridge-mcp An economical and fuel(token) efficient AI tool, graph session memory for looong chat sess | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 360 tok |
| Nizoka/pdfnative-mcp pdfnative.dev Official Model Context Protocol (MCP) server for local-first PDF/A generation. Empowers AI | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 16,512 tok |