32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965
All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jenkinsm13/metashape-mcp AI-powered photogrammetry automation — MCP server for Agisoft Metashape Professional 2.3+. | 36 | Claude Code | 1 | 1,106 tok |
| razr001/aligndev aligndev.dev AlignDev helps AI-assisted frontend teams generate shared coding standards and SKILL.md so | 36 | Claude Code, Codex, OpenCode | 2 | 847 tok |
| nonatofabio/local_faiss_mcp Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search fo | 36 | Claude Code | 1 | 1,676 tok |
| ethpandaops/xatu-data | 36 | Claude Code | 1 | — |
| iliaal/whetstone AI-powered development tools. 18 agents, 19 commands, 29 skills, 4 hooks, 1 MCP server for | 36 | Claude Code, Codex, OpenCode | 2 | 7,548 tok |
| fastly/fastly-agent-toolkit Fastly skills for AI Agents. | 36 | Claude Code, Codex, OpenCode | 2 | 44 tok |
| KhaledSaeed18/node-express-boilerplate Production-ready Express + TypeScript backend boilerplate with clean layered architecture, | 36 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf | 6 | 1,536 tok |
| ConnorBritain/mssql-mcp-server Enterprise MCP server for SQL Server with 20 tools for schema discovery, data operations, | 36 | Claude Code, GitHub Copilot | 2 | 1,802 tok |
| maoxx241/vllm-ascend-workspace | 36 | Claude Code, Codex, OpenCode | 26 | 2,094 tok |
| chohra-med/expo_boilerplate aimobilelauncher.com AI-first React Native and Expo boilerplate. Feature-first architecture, TypeScript, auth, | 36 | Claude Code, Codex, OpenCode | 2 | 1,127 tok |
| verygoodplugins/mcp-toggl verygoodplugins.com MCP server for Toggl Track integration with intelligent caching and reporting tools | 36 | Claude Code, Codex, OpenCode | 2 | 3,646 tok |
| RafaelGorski/Problem-Based-SRS rafaelgorski.github.io An Agent Skill to use Problem-Based Software Requirements Specification (SRS) method in yo | 36 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 12,019 tok |
| yutongcai0628/career-planning-skill Let's jointly explore your career path! A continuous career-planning Skill for multi-Agent | 36 | Claude Code, Codex | 1 | — |
| Emily2040/nano-banana-image-skill Production-grade, agent-portable image prompting skill for Nano Banana Pro and Nano Banana | 36 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 908 tok |
| matlab/mcp-framework-matlab-production-server mathworks.com Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server | 36 | Claude Code | 2 | — |
| hyperb1iss/hyperskills hyperbliss.tech My collection of agent skills for a variety of tasks | 36 | Claude Code, Codex, OpenCode | 2 | 3,426 tok |
| oborchers/fractional-cto drborchers.com Your AI CTO co-pilot — opinionated, research-backed Claude Code plugins for building SaaS | 36 | Claude Code | 1 | 1,504 tok |
| markmhendrickson/neotoma neotoma.io The system of record for AI agents | 36 | Claude Code, Codex, OpenCode | 3 | 1,933 tok |
| kumamaki/Claude-Code-Personalities Dynamic Kaomoji personalities for Claude Code's statusline that change based on what Claud | 36 | Claude Code, Codex, OpenCode | 2 | 3,334 tok |
| thorstenfoltz/octa thorstenfoltz.github.io Fast native desktop app for exploring 20+ data formats like Parquet, DuckDB, CSV, Excel, A | 36 | Claude Code | 1 | 3,365 tok |
| mikeshu2001/personal-brain-builder Local-first agent workflow for building private cross-project memory with explicit consent | 36 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 348 tok |
| BunnyWay/cli bunny.net bunny.net CLI | 36 | Claude Code, Codex, OpenCode | 2 | 14,649 tok |
| Tele-AI/TeleFuser tele-ai.github.io High-performance runtime for real-time multimodal generation and world models—streaming i | 36 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 2,177 tok |
| stefan-jansen/coding-agent-toolkit Cross-agent workflow toolkit (Claude Code + Codex) — align/plan/ship/handoff verbs with sh | 36 | Claude Code, Codex, OpenCode | 2 | 1,341 tok |
| wxj881027/QmClient DDnet client, featuring minor functionalities and effects added upon the Tater Client foun | 36 | Claude Code, Codex, OpenCode | 6 | 4,897 tok |
| chrizbo/agentics-beyond-code Agentic Workflows for PMs, ops, compliance, and other non-engineering roles | 36 | Claude Code, Codex, OpenCode | 10 | 520 tok |
| lanes-sh/link lanes.sh Lanes Link is a private, self-hostable MCP that connects your accounts, memory and skills | 36 | Claude Code | 2 | 5,463 tok |
| MythicAgents/sage Sage is a virtual Mythic agent that that uses an AI agentic system to operate Mythic and M | 36 | Claude Code, Codex, OpenCode | 6 | 2,501 tok |
| cubexch/ai-fund cube.exchange AI trading desk with 42 hedge fund agents for Claude Code. Trade crypto & stocks like Jame | 36 | Claude Code | 1 | 6,121 tok |
| certinia/debug-log-analyzer-mcp npmjs.com Apex Log MCP Server - AI-powered Salesforce Apex debug log analysis. Find performance bott | 36 | Claude Code | 4 | 3,435 tok |
| aliasunder/vault-cortex npmjs.com Standalone MCP server for Obsidian vaults — hybrid search, structured memory, task managem | 36 | Claude Code, Codex, OpenCode | 5 | 21,440 tok |
| techtheist/engram techtheist.github.io Engram Alpha - Inspectable graph memory for AI coding assistants | 36 | Claude Code | 4 | 4,017 tok |
| ExaDev/agent-comms npmjs.com Cross-harness communication mesh for LLM agents, with rooms, direct messages, presence and | 36 | Claude Code, Codex, OpenCode | 2 | 4 tok |
| wuguirongsg/coreldraw-mcp Let AI drive CorelDRAW directly via the Model Context Protocol — automated design file gen | 36 | Claude Code, Codex, Cursor, OpenCode | 8 | 2,405 tok |
| Imolatte/claude-cli-telegram Turn your Mac/Linux into a remote Claude Code terminal via Telegram. Spawns real CLI — ses | 36 | Claude Code | 1 | 345 tok |
| DojoCodingLabs/hacienda-cr TypeScript SDK, CLI & MCP Server for Costa Rica electronic invoicing (Hacienda API) | 36 | Claude Code, Codex, OpenCode | 2 | 1,748 tok |
| tatargabor/set-core Autonomous multi-change orchestration for Claude Code — spec in, merged features out. Sent | 36 | Claude Code | 67 | 8,495 tok |
| ryoha000/launcherg ADV game launcher application | 36 | Claude Code, Codex, OpenCode | 4 | 847 tok |
| luthersystems/elps pkg.go.dev An embedded lisp interpreter | 36 | Claude Code, Codex, OpenCode | 17 | 4,601 tok |
| Artesiana/agent2 getagent2.dev Turn domain experts into production AI agents. | 35 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 12 | 2,346 tok |
| BoardKit/orchestrator Orchestrator for shared AI agents and documentation synchronization across multi-repo orga | 35 | Claude Code | 4 | 8,409 tok |
| calinfaja/K-LEAN ⚰️ Archived. Multi-LLM consensus for Claude Code — the right idea about 18 months too earl | 35 | Claude Code | 1 | 1,583 tok |
| rvk7895/llm-knowledge-bases Claude Code plugin for building LLM-maintained Obsidian wikis from raw research — compile, | 35 | Claude Code | 1 | 327 tok |
| jaxxchen003/Traceplane traceplane.cc Multi-Agent Continuity Layer — Keep your AI agents on a single, observable, handoff-ready | 35 | Claude Code, Codex, OpenCode | 2 | 808 tok |
| lancelin111/douyin-mcp-server 🎥 Douyin (TikTok China) MCP Server - Automated video upload service via Model Context Pro | 35 | Claude Code | 1 | 764 tok |
| anandsaini18/deadskills 💀 Find the agent skills you never use. Local-first analytics for Claude Code & Codex skil | 35 | Claude Code | 1 | 1,193 tok |
| Disentinel/grafema grafema.dev Graph-based static analysis tool | 35 | Claude Code | 40 | 1,535 tok |
| Deepractice/RoleX Deepractice Role System | 35 | Claude Code | 1 | 1,040 tok |
| roboticforce/remembrallmcp roboticforce.io Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classe | 35 | Claude Code, Codex, OpenCode | 2 | 2,968 tok |
| proompteng/bilig proompteng.github.io Formula workbooks for Node services: edit inputs, recalculate formulas, read outputs, pers | 35 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 5,614 tok |