44,996 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 |
|---|---|---|---|---|
| neilzhangpro/Maestro Maestro is a harness for AI software engineers, transforming Linear issues into orchestrat | 13 | Claude Code | 1 | 1,657 tok |
| 1mrat/cursor-taskrunner This is a proof of concept that shows how you can get cursor to execute tasks like creatin | 13 | Cursor | 1 | 144 tok |
| transparentlyok/mcp-context-manager in short: gives claude a search engine for your project | 13 | Claude Code | 1 | 933 tok |
| damoqiongqiu/mcp-local-rag Local-first RAG server for developers. Semantic + keyword search for code and technical do | 13 | Codex, OpenCode | 1 | 2,613 tok |
| ethancod1ng/bybit-mcp-server npmjs.com A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurre | 13 | Claude Code | 1 | 497 tok |
| ChuckBryan/ynabmcpserver | 13 | GitHub Copilot | 1 | 291 tok |
| OleksandrKucherenko/mcp-obsidian-via-rest mcp-obsidian.artfulbits.se MCP Server connected to Obsidian Vault with Local REST API. (re-write it completely with B | 13 | Claude Code, Codex, OpenCode | 3 | 3,828 tok |
| deployhq/deployhq-mcp-server deployhq.com DeployHQ MCP Server | 13 | Claude Code | 1 | 1,487 tok |
| 0xNullAI/DG-MCP 0xnullai.com Archived — development has moved to 0xNullAI/0xNuller: https://github.com/0xNullAI/0xNulle | 13 | Claude Code | 2 | 2,260 tok |
| dkyazzentwatwa/substack_mcp Substack MCP that gives structured access to Substack publications with real-time content | 13 | Claude Code | 1 | 2,328 tok |
| dickiedyce/Obsidian-TS-MCP Deprecated -- superseded by https://github.com/dickiedyce/devjournal | 13 | GitHub Copilot | 1 | 481 tok |
| Smart-AI-Memory/empathy-framework smartaimemory.com Combining a five-level AI framework with git-native memory overcomes session amnesia, enab | 13 | Claude Code | 9 | — |
| lie5860/openai-search-mcp | 13 | Claude Code, Codex, Cursor, OpenCode | 40 | 111 tok |
| cubedevinc/cube-mcp-server | 13 | Claude Code | 1 | 866 tok |
| 4kk11/RhinoMCPServer | 13 | Claude Code | 1 | 2,311 tok |
| RedberryProducts/mcp-client-laravel Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond | 13 | Claude Code, Codex, OpenCode | 2 | 2,069 tok |
| vexxvakan/mcp-docsrs | 13 | Codex, OpenCode | 2 | 430 tok |
| samefarrar/mcp-ankiconnect | 13 | Claude Code | 1 | 967 tok |
| narailabs/doc-wiki Documentation wiki generator + maintainer — Claude Code skill + agents + TypeScript helper | 13 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 8,196 tok |
| dzmitrys-dev/supamem pypi.org Project-agnostic dual-memory MCP CLI for Claude Code, Cursor, and OpenCode (Qdrant tuned h | 13 | Claude Code, Codex, OpenCode | 2 | 3,745 tok |
| astronomer/astro-airflow-mcp astronomer.io MCP server for Apache Airflow instances. Runs standalone or as an Airflow plugin. | 13 | Claude Code, Codex, OpenCode | 6 | 749 tok |
| karrolcia/hippocampus Open-source MCP memory server. Universal AI memory across all platforms. | 13 | Claude Code | 14 | 15,447 tok |
| juanqui/pdfkb-mcp A PDF document RAG MCP that is easy to setup, supports completely local parsing and embedd | 13 | Claude Code | 1 | 1,101 tok |
| ahmad2x4/mcp-server-seq | 13 | Claude Code | 1 | 267 tok |
| Mineru98/skills-store | 13 | Claude Code, Codex, OpenCode | 16 | 878 tok |
| geekjourneyx/sondar Turn AI ecosystem changes into evidence-backed, closed-loop decisions for AI builders — Go | 13 | Codex, OpenCode | 1 | 361 tok |
| pivyme/suiperpower suiperpower.dev Build something meaningful, on Sui. A superpower for AI coding agents (Claude Code, Codex, | 13 | Claude Code, Codex, OpenCode | 2 | 5,826 tok |
| ofux/lauren Autonomous AI agent loop that keeps working through your project while you keep planning w | 13 | Claude Code | 1 | 3,213 tok |
| programmablehq/PROGRAMMABLE programmable.market Open launch-model infrastructure for Uniswap v4 on Ethereum. | 13 | Codex, OpenCode | 1 | 1,534 tok |
| ahundt/autorun Claude Code & codex plugin + Gemini cli extension to keep ai running, keep data safe, plan | 13 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,567 tok |
| PotatoDog1669/skills-hub Unify your AI skillbox. A local hub to visualize, manage, and sync skills across Antigravi | 13 | Codex, OpenCode | 1 | 963 tok |
| oubakiou/md2idx md2idx — Markdown to indexed JSON. Slice big docs with jq, feed LLMs only what they need. | 13 | Claude Code, Codex, OpenCode | 4 | 526 tok |
| netresearch/go-development-skill Agent Skill: Enterprise Go development patterns - resilient services, testing | Claude Cod | 13 | Codex, OpenCode | 1 | 823 tok |
| montezuma-p/harken crates.io Your agent cannot listen to audio. harken fixes that — locally. MCP server + CLI, one 13 M | 13 | Claude Code | 1 | 2,689 tok |
| liatrio-labs/claude-code-gauntlet Adversarial code review for Claude Code: each GitHub PR or GitLab MR runs a gauntlet of up | 13 | Claude Code, Codex, OpenCode | 3 | 689 tok |
| agentweave/cortex agentweave.github.io Give your AI agents a chief of staff. | 13 | Claude Code | 1 | 463 tok |
| reposkein/reposkein npmjs.com Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-nativ | 13 | Codex, OpenCode | 1 | 1,779 tok |
| cyanheads/mcp-reporter mcp-reporter is a streamlined utility that generates comprehensive capability reports for | 13 | Claude Code, Codex, OpenCode | 2 | 1,136 tok |
| tugrulguner/intpot intpot.modepot.io Define Python tools once and serve them as a Typer CLI, FastAPI app, or FastMCP server — o | 13 | Claude Code, Codex, OpenCode | 2 | 3,356 tok |
| DatalisHQ/zuckerbot zuckerbot.ai Public ZuckerBot MCP client, CLI, agent skills and release source | 13 | Claude Code, Codex, OpenCode | 2 | 235 tok |
| rogelioRuiz/capacitor-mobile-claw On-device AI agent engine for mobile apps — embedded Node.js worker with Claude LLM, file | 13 | Claude Code | 1 | 584 tok |
| joachimBrindeau/domain-mcp Manage Dynadot domains, DNS, renewals, and transfers from Claude, Cursor, or any MCP clien | 13 | Claude Code, Codex, OpenCode | 2 | 770 tok |
| SonAIengine/ku-portal-mcp pypi.org MCP server for Korea University KUPID portal & Canvas LMS — notices, schedules, library se | 13 | Claude Code | 1 | 292 tok |
| ApiliumCode/mayros apilium.com The governed AI agent platform: semantic memory, intelligent model routing, an MCP server, | 13 | Codex, OpenCode | 1 | 5,416 tok |
| jarcms/wechat-smdc [Video tutorial] WeChat scan-to-order mini program | 13 | Cursor | 1 | 5,238 tok |
| ferrislucas/Circus-Chief npmjs.com Open-source meta-harness for Claude Code, OpenAI Codex, and Gemini CLI coding agents | 13 | Claude Code, Codex, OpenCode | 5 | 2,282 tok |
| joshsymonds/savecraft.gg Parse video game save files, serve structured game state to AI assistants via MCP | 13 | Claude Code | 13 | 1,952 tok |
| justrussian/yougile-mcp MCP server for integration with YouGile | 13 | Claude Code | 1 | 3,067 tok |
| vargahis/monarch-mcp MCP Server for use with Monarch Money | 13 | Claude Code | 2 | 578 tok |
| George-RD/claude-next-level George's curated Claude Code plugins for automation, architecture, and workflow | 13 | Claude Code | 1 | 542 tok |