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 |
|---|---|---|---|---|
| charmonye/landkit Reusable file-first kit for AI-assisted landscape design projects. | 15 | Codex, OpenCode | 1 | 1,533 tok |
| teklabsdigital/x2-method AI builds faster than anyone, with no skin in the game and no memory of yesterday. How do | 15 | Claude Code | 1 | — |
| shirley-xue-2025/usage-guard Proactive 5h usage guard for Claude Code (macOS). Pause before extra wallet on long batch/ | 15 | Codex, OpenCode | 1 | 372 tok |
| buildoak/fieldwork-skills Battle-tested skills for AI agents that do real work | 15 | Codex, OpenCode | 1 | 712 tok |
| ishwarjha/lumen-product-management 18-agent Claude Code PM co-pilot for founders and product leaders. Runs inside Claude Code | 15 | Claude Code | 1 | 995 tok |
| EntityProcess/agentv agentv.dev Light-weight AI agent evaluation and optimization framework | 15 | Claude Code, Codex, OpenCode | 2 | 3,189 tok |
| iblai/api ibl.ai Agent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: | 15 | Claude Code | 1 | 2,797 tok |
| DKeken/codex-skills-alternative 17 vendor-neutral Agent Skills (SKILL.md) reimplementing the Codex Creative Production + P | 15 | Codex, OpenCode | 1 | 352 tok |
| radimsem/forge-skills Combines the most-used agentic skills into one unified issue-fixing workflow — a true blac | 15 | Claude Code | 1 | 1,884 tok |
| Swih/mistral-mcp npmjs.com Mistral MCP server for document extraction: invoices, contracts and typed JSON from text, | 15 | Claude Code | 1 | 3,406 tok |
| graph-memory/graphmemory graphmemory.dev MCP server that builds a semantic graph memory from your project — indexes docs, code, and | 15 | Claude Code | 1 | 815 tok |
| PinMeTo/pinmeto-location-mcp pinmeto.com PinMeTo MCP server that enables users with authorized credentials to unlock their data | 15 | Claude Code, Codex, OpenCode | 4 | 2,582 tok |
| cloudx-io/cloudx-sdk-agents docs.cloudx.io AI-agent guidance for integrating the CloudX SDK — Claude Code, Codex, and Cursor. Facts f | 15 | Claude Code, Codex, OpenCode | 2 | 524 tok |
| NiclasOlofsson/dbt-core-mcp dbt Core MCP Server: Interact with dbt projects via Model Context Protocol | 15 | GitHub Copilot | 4 | 8,657 tok |
| kojott/claude-docu-optimizer Claude Code plugin for optimizing CLAUDE.md and docs/ ecosystem. Token analysis, anti-patt | 15 | Claude Code | 1 | 728 tok |
| prodlint/prodlint prodlint.com Production readiness for vibe-coded apps: a zero-config CLI, MCP server and GitHub Action | 15 | Claude Code, Codex, OpenCode | 2 | 9,373 tok |
| whitequeen306/code-cortex-loop One-command AI code quality pipeline: review, security, tests, performance, simplify & cle | 15 | Codex, OpenCode | 1 | 1,601 tok |
| aliaihub/skilldeck Desktop app for managing AI agent skill files across projects and tools | 15 | Claude Code | 1 | 3,753 tok |
| JavanC/Homunculus | 15 | Claude Code | 1 | 763 tok |
| OpenScribbler/syllago syllago.dev A content management system for AI coding tools. Convert between tools, bundle content int | 15 | Claude Code, Codex, OpenCode | 7 | 1,138 tok |
| robot-accomplice/architext npmjs.com Local JSON-backed architecture, release truth, rules, and dataflow viewer for data-only re | 15 | Claude Code, Codex, OpenCode | 2 | 7,852 tok |
| 45ck/skill-harness Umbrella installer and agent harness for the skill-pack suite across Claude and Codex. | 15 | Claude Code, Codex, OpenCode | 2 | 2,503 tok |
| ponylabs/VibeGuard A lightweight governance layer for vibe coding projects. | 15 | Codex, OpenCode | 1 | 34 tok |
| pdufour/browser-use-wasm pdufour.github.io | 15 | Cursor, Gemini CLI | 2 | 738 tok |
| vitas/evidra evidra.cc Open-source MCP execution-evidence recorder: wraps one upstream MCP server and records wha | 15 | Claude Code | 1 | 2,131 tok |
| polyblank66/Nyamu Minimal MCP server for Unity, designed to reliably check script compilation | 15 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,935 tok |
| AliceLJY/recallnest aliceljy.github.io One memory, every terminal — a shared memory layer for any MCP client. | 15 | Claude Code | 1 | 20,206 tok |
| adham90/opentrace Observability engine for AI coding agents. Custom columnar log store, MCP-native, self-hos | 15 | Claude Code | 1 | 953 tok |
| dvcrn/mcp-server-subagent MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q) | 15 | Claude Code | 1 | 1,499 tok |
| namastexlabs/automagik-tools deepwiki.com From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns | 15 | Claude Code, Codex, OpenCode | 22 | 3,783 tok |
| Osc2405/pbi-context pypi.org AI context engine for Power BI models — turns .pbit/.pbip (TMDL) into indexed, queryable c | 15 | Claude Code | 2 | 16,088 tok |
| RiggdAI/uniqent uniqent.ai Any brain, any agent. Package an AI agent's brain — persona, MCP stack, skills, memory, co | 15 | Claude Code | 1 | 3,925 tok |
| tianqitang1/enrichr-mcp-server | 15 | Claude Code | 1 | 1,097 tok |
| pmady/gpu-mcp-server gpu-mcp-server.readthedocs.io MCP server for NVIDIA GPU metrics give AI agents real-time access to GPU utilization, memo | 15 | Codex, OpenCode | 1 | 433 tok |
| tanaikech/FileSearchStore-extension medium.com This repository introduces a Gemini CLI extension that integrates File Search feature. Thi | 15 | Gemini CLI | 1 | 25 tok |
| Thomas97460/quota-tracker High-precision quota and token monitoring for AI Agents. Real-time analytics and usage tra | 15 | Claude Code, Codex, OpenCode | 2 | 2,475 tok |
| elsejj/ai-tools ai-tools call your llm based tools through shortcut (ctrl-q) in any application | 15 | Codex, OpenCode | 1 | 827 tok |
| PrashamTrivedi/valtown-mcp-server ValTown MCP Server - Execute ValTown functions from AI assistants | 15 | Claude Code | 1 | 602 tok |
| CsabaKovacs/rulesmith Local-first CLI + MCP server that maps repositories and generates evidence-backed AI agent | 15 | Claude Code, Codex, GitHub Copilot, OpenCode | 11 | 4,962 tok |
| huanshenyi/serverless-mcp-servers-cdk Sample implementations of MCP Servers running on AWS Serverless compute Resources | 15 | Claude Code | 1 | 730 tok |
| barvhaim/remy-mcp A Model Context Protocol (MCP) server that provides programmatic access to Israeli Land Au | 15 | Claude Code, GitHub Copilot | 2 | 3,241 tok |
| gldc/mcp-postgres | 15 | Claude Code, Codex, OpenCode | 2 | 1,471 tok |
| Agnuxo1/p2pclaw-mcp-server p2pclaw.com MCP server + REST API for the P2PCLAW decentralized AI research network. Lets agents publi | 15 | Claude Code | 1 | 2,252 tok |
| h4ndzdatm0ld/otg-mcp Open Traffic Generator - Model Context Protocol | 15 | Claude Code | 1 | 3,211 tok |
| SPANDigital/mcp-server-dump A command-line tool to extract and document MCP (Model Context Protocol) server capabiliti | 15 | Claude Code | 1 | 2,787 tok |
| zernie/vigiles vigiles.sh Like Lighthouse for your agent harness - verify your CLAUDE.md/AGENTS.md, skills & hooks a | 15 | Claude Code | 21 | 9,657 tok |
| wmoto-ai/mcp-outlook-tools | 15 | Claude Code | 1 | 706 tok |
| TechFernandesLTDA/apex-mcp MCP Server for Oracle APEX 24.2 — create, inspect and modify APEX apps via natural languag | 15 | Claude Code | 1 | 4,047 tok |
| gitsang/codock.nvim A Neovim plugin that opens a terminal with the Coding Agent (crush, opencode, claude, gemi | 15 | Codex, OpenCode | 1 | 630 tok |
| MarkusOdenthal/the-knowledge-stack Claude Code plugins from The Knowledge Stack. Tools for developers who ship. | 15 | Claude Code | 10 | 961 tok |