32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989
All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| mappedsky/seizu mappedsky.github.io A security graph reporting tool, with agentic workflows, AI chat assistant, and automation | 5 | Claude Code | 1 | 6 tok |
| AvatarGanymede/MinerU-MCP MCP server to convert PDF/Word/PPT/Image/HTML to Markdown via MinerU API. | 5 | Claude Code | 2 | — |
| jojoprison/mcp-music-forge MCP tool: soundcloud / yandex music / youtube / spotify downloader, audio converter, audio | 5 | Claude Code | 1 | 1,531 tok |
| cicbyte/siyuan-cli SiYuan Notes command-line tool — notebook/document/block management, full-text search, SQL | 5 | Claude Code | 1 | 714 tok |
| enkhbold470/unegui.mn-mcp 🇲🇳 MCP server — search for cars, real estate, and jobs on unegui.mn | MCP server for Mon | 5 | Claude Code | 1 | 1,113 tok |
| nalyk/gsccli opensource.yoda.digital Senior-grade Google Search Console + Indexing API CLI with MCP support, batch URL Inspecti | 5 | Claude Code | 1 | 2,150 tok |
| mort-lab/excel-mcp A Model Context Protocol (MCP) server for working with Excel (.xlsx) files without requiri | 5 | Claude Code | 50 | 6,071 tok |
| eljefedelrodeodeljefe/inventree-mcp-plugin MCP (Model Context Protocol) server plugin for InvenTree — exposes inventory data via Stre | 5 | Claude Code | 2 | 1,539 tok |
| richardwooding/file-search-on richardwooding.github.io File content type aware search with attribute and cel support | 5 | Claude Code | 11 | 4,855 tok |
| AndurilCode/accordo medium.com An MCP (Model Context Protocol) server that provides structured workflow guidance to guide | 5 | Claude Code, GitHub Copilot | 2 | 1,640 tok |
| jarmentor/obsidian-notebook-mcp MCP server to let claude connect to my obsidian notes for vector and full text search | 5 | Claude Code | 1 | 1,700 tok |
| yigitkonur/mcp-better-vibe-kanban MCP server for Vibe Kanban — manage tasks and sessions from your AI editor | 5 | Claude Code | 1 | 1,452 tok |
| silver-rain-dev/sk-wwise-mcp silver-rain-dev.github.io A modular suite of MCP (Model Context Protocol) servers for Audiokinetic Wwise, enabling A | 5 | Claude Code | 19 | — |
| badchars/mcp-security-scanner npmjs.com 55-tool MCP server for security scanning of MCP servers. Runtime inspection, AST-based SAS | 5 | Claude Code | 1 | 442 tok |
| BjoernRave/i18n-magic CLI to help you manage your locales JSON with translations, replacements, MCP server using | 5 | Claude Code, Codex | 1 | — |
| ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio | 5 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,432 tok |
| 24373054/TLAH-Studio download.matrixlabs.cn Native Windows AI agent workspace with observable runs, controlled tools, MCP, and provide | 5 | Claude Code, Codex, OpenCode | 2 | 2,252 tok |
| charliezstong/nutri-mcp nutri-mcp.com MCP server for nutritional data - query 4M+ food products from Open Food Facts, USDA & Nut | 5 | Claude Code | 1 | — |
| johnkueh/bq-analytics Analytics your AI agent can actually query. Tiny SDK that pipes events to BigQuery — ~$0/m | 5 | Claude Code | 1 | 287 tok |
| memtomem/memtomem-stm memtomem.com Short-term memory proxy gateway with proactive memory surfacing for AI agents | 5 | Claude Code | 1 | 664 tok |
| mudrii/golink Production-grade LinkedIn CLI for humans and LLM agents | 5 | Claude Code, Codex | 3 | 2,874 tok |
| TomasWard1/limbo heylimbo.com Your second brain via Telegram. | 5 | Claude Code | 1 | 4,879 tok |
| yupeng0512/ai-auto-publisher yupeng0512.github.io Multi-platform publishing middleware with REST/MCP interfaces, task state, deduplication, | 5 | Claude Code, Codex | 1 | — |
| spacelobster88/centurion spacelobster88.github.io AI Agent Orchestration Engine — spawn and command an army of AI agents with Roman military | 5 | Claude Code | 1 | 710 tok |
| comisai/comis comis.ai Open-source security-first runtime for AI agents that learn and act across sessions. | 5 | Claude Code, Codex, OpenCode | 2 | 20,957 tok |
| 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 |
| aviraldua93/architect-ai AI-powered study tool for Claude Certified Architect exam. The codebase IS the curriculum. | 5 | Claude Code | 5 | 1,853 tok |
| wkusnierczyk/raku-mcp-sdk Raku MCP SDK | 5 | Claude Code | 1 | 983 tok |
| asbrodova/aura-tracker-gcp The self-hosted GCP intelligence engine that explains architecture, investigates failures, | 5 | Claude Code | 1 | 2,798 tok |
| supremeb/Oniva-ai oniva.ai Source-available AI agent workflow platform: visual builder, durable execution, signed aud | 5 | Claude Code | 1 | 4,246 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 |
| 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 |
| 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 | — |
| 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 |
| opensauria/sauria sauria.dev Your AI workforce. Multi-agent orchestrator across Telegram, Slack, WhatsApp, Discord, and | 5 | Claude Code | 1 | 7,794 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 | 6 | 2,424 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 |
| 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 | — |
| BUKOWSKIREAL/trace Trace — a local, background version tracker for multi-CLI-agent coding workflows (Claude C | 5 | Claude Code | 1 | 560 tok |
| jaysonmulwa/flanner flanner.io Local-first agent context — versioned on your machine, synced peer-to-peer between your te | 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 |