31,998 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| PO-VINCENT/ai-shopping-audit Lighthouse for AI shopping: audit any product page for AI-agent readiness. 0-100 score, ev | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 409 tok |
| markmhendrickson/ateles Operating system for humans and AI agents to jointly initiate, execute, approve, and recon | 5 | Claude Code | 7 | 13,260 tok |
| aviraldua93/architect-ai AI-powered study tool for Claude Certified Architect exam. The codebase IS the curriculum. | 5 | Claude Code | 5 | 1,853 tok |
| provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, | 5 | Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode | 12 | 2,148 tok |
| ahmadshady747-create/LOCUS Deterministic AST Safety Guard, High-Throughput Compound Pipelines, Bidirectional Intent S | 5 | Claude Code, Codex, Gemini CLI | 4 | 533 tok |
| wkusnierczyk/raku-mcp-sdk Raku MCP SDK | 5 | Claude Code | 1 | 983 tok |
| pacnpal/mcpelevator The missing MCP gateway you always wanted. Elevate MCP servers into authenticated HTTP end | 5 | Claude Code, Codex, OpenCode | 2 | 4,646 tok |
| asbrodova/aura-tracker-gcp The self-hosted GCP intelligence engine that explains architecture, investigates failures, | 5 | Claude Code | 1 | 2,798 tok |
| BlockSecCA/joern-mcp MCP server wrapping Joern for AI-driven code security analysis | 5 | Claude Code | 2 | 347 tok |
| q1ngn1ng-web/kb-rag Personal knowledge base engine: PDF/Word/EPUB → LLM entity relationship graph + hybrid ret | 5 | Claude Code, Codex, OpenCode | 11 | 1,225 tok |
| MARUCIE/authbox Your keys. Your identity. Unstoppable. -- Seed-phrase password manager with AI agent gatew | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 45,287 tok |
| prototypdigital/bluetemberg prototypdigital.github.io AI coding standards shipped like a dependency. Version-locked, integrity-verified, signed, | 5 | Claude Code, Codex, OpenCode | 6 | 740 tok |
| binary16labs/prime-silo binary16labs.github.io The canonical Sovereign AI Agent OS & runtime harness. Built for Model Context Protocol (M | 5 | Claude Code, Codex, OpenCode | 13 | 11,239 tok |
| nuetzliches/powerbrain 🧠 Open-source context engine that feeds AI agents with policy-compliant enterprise knowle | 5 | Claude Code | 1 | 13,337 tok |
| ashlrai/ashlrcode ashlr.ai Multi-provider AI coding agent CLI. 30 tools, 15 skills, MCP support, autopilot mode. | 5 | Claude Code | 1 | 3,262 tok |
| JNZader/repoforge repoforge.javierzader.com Generate technical docs and AI agent skills (SKILL.md, AGENT.md) from any codebase — model | 5 | Claude Code | 26 | — |
| symphos-ai/orcho-core docs.orcho.dev Production harness and control plane for accountable AI-assisted software delivery | 5 | Claude Code, Codex, OpenCode | 16 | 2,148 tok |
| PavelTkachenk0/ContextTax Measure the context-window tax an MCP server charges your AI agent — the real token cost o | 5 | Claude Code | 4 | 400 tok |
| Dakera-AI/dakera-rs dakera.ai Rust SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. HTTP/gRPC, vectors, hybri | 5 | Claude Code | 2 | 280 tok |
| zscaler/zguard-ai-integrations Central documentation repository for all integrations with Zscaler AI Guard | 5 | Claude Code | 1 | 2,276 tok |
| swayamg20/AgentRelay swayamg20.github.io Self-hosted MCP mailbox for secure agent-to-agent collaboration across repositories and ma | 5 | Claude Code, Codex, OpenCode | 2 | 1,685 tok |
| Mun1to/vidorq Open-source AI video editor built on DaVinci Resolve Free. Describe the edit, train it wit | 5 | Claude Code | 1 | — |
| Aditya251610/opentool opentool.space Open-source MCP server. Give AI agents authenticated access to GitHub, Notion, Slack and 1 | 5 | Claude Code, Codex, GitHub Copilot | 4 | 819 tok |
| ThalesMMS/dicom-viewer-mcp-app MCP app/server that renders local DICOM series into server-side PNG slices with window/lev | 5 | Claude Code | 1 | — |
| kungfusheep/mcpview Terminal UI for testing MCP servers (fast debugging and visualisation tool) | 5 | Claude Code | 1 | 1,082 tok |
| wangjs-jacky/glm-coding-plan-statusline GLM Coding Plan smart status bar — displays real-time model usage, MCP quota, and 5H quota | 5 | Claude Code | 1 | 115 tok |
| AugentDevs/augent augent.app Any audio. Any video. Find what matters through the wormhole. | 5 | Claude Code | 1 | 6,656 tok |
| opensauria/sauria sauria.dev Your AI workforce. Multi-agent orchestrator across Telegram, Slack, WhatsApp, Discord, and | 5 | Claude Code | 1 | 7,794 tok |
| HanSur94/matlab-mcp-server-python pypi.org MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Pl | 5 | Claude Code | 1 | 4,228 tok |
| mrzdevcore/haira haira.dev Haira: The programming language for AI agents. | 5 | Claude Code | 3 | 221 tok |
| agent-receipts/openclaw obsigna.dev Agent Receipts / Obsigna plugin for OpenClaw — cryptographically signed audit trail for ag | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 1,940 tok |
| meltforce/vimmary vimmary.meltforce.org YouTube video summary service. Karakeep webhook → transcript → LLM summary → semantic sear | 5 | Claude Code | 2 | 6,730 tok |
| yintzuyuan/glyphs-info-mcp erikyin.net Unified MCP server for Glyphs handbook and API queries | 5 | Claude Code | 1 | 170 tok |
| ArchCodexOrg/archcodex medium.com ArchCodex Specs and Guardrails for Coding agents | 5 | Claude Code | 5 | 2,323 tok |
| LEEI1337/phantom-neural-cortex Professional multi-AI development environment with intelligent cost optimization (<5/month | 5 | Claude Code, GitHub Copilot | 27 | 991 tok |
| pwrdrvr/PwrSnap pwrsnap.com Screenshots and recording for macOS and Windows. Snap, annotate, blur, ship. Optional AI r | 5 | Claude Code, Codex, OpenCode | 6 | 26,566 tok |
| tomwojcik/news-ycombinator-mcp hn-mcp is an MCP server that gives AI agents full access to Hacker News — complete comment | 5 | Claude Code | 1 | — |
| JiuTian-dev/SupplyChainCortex An AI Agent that analyzes your supply chain.Ask questions. Agent analyzes data across inve | 5 | Claude Code, Codex, OpenCode | 41 | 2,191 tok |
| eddmann/whatsapp-mcp MCP server enabling LLMs to interact with WhatsApp - send messages with fuzzy name matchin | 5 | Claude Code | 2 | 2,608 tok |
| BUKOWSKIREAL/trace Trace — a local, background version tracker for multi-CLI-agent coding workflows (Claude C | 5 | Claude Code | 1 | 560 tok |
| DaveCoDev/TinkerTasker TinkerTasker is an open-source, local-first agent that runs in your terminal. | 5 | Claude Code | 1 | 1,000 tok |
| jaysonmulwa/flanner flanner.io Plan file manager for AI coding agents: MCP server with versioned plans, git protection, l | 5 | Claude Code, Codex, OpenCode | 5 | 300 tok |
| BlaiseMoses01/playback-mcp blaisemoses01.github.io Control YouTube playback from local AI agents and MCP-compatible tools like Claude Code, C | 5 | Claude Code, Codex, OpenCode | 4 | 1,336 tok |
| ycanerden/mesh trymesh.chat Your AI team's home base. Connect Claude, Cursor, and Gemini into one room. Built and oper | 5 | Claude Code, Codex, OpenCode | 2 | 1,745 tok |
| Prasad1612/NseKit-MCP NseKit-MCP server that exposes 100+ tools for accessing live and historical data from the | 5 | Claude Code, Codex | 2 | — |
| hunter-heidenreich/academic-tools-mcp MCP server giving LLM agents lean, identifier-routed tools to look up, read, and cross-ref | 5 | Claude Code | 4 | 1,007 tok |
| tarqd/action-relay tarq.net MCP server that discovers and executes App Intents from any installed macOS application | 5 | Claude Code | 1 | 2,634 tok |
| zakariaf/SecScanMCP Comprehensive security scanner for MCP (Model Context Protocol) servers. 12+ analyzers, | 5 | Claude Code | 1 | 4,392 tok |
| 10xHub/agentflow-cli agentflow.10xscale.ai FastAPI server and CLI for Agentflow. Auto-generates a REST API from your agent graph, wit | 5 | Claude Code | 1 | 3,664 tok |
| rafaelghif/antigravity-agents Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agen | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 21 | 1,701 tok |