45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 | — |
| tcpiplab/Instability A network diagnostic chatbot that also works offline. It has over 50 built-in tools to pro | 5 | Claude Code | 1 | 1,883 tok |
| bobaba76/Engram Local-first code intelligence and MCP-native review engine for Python and TypeScript repos | 5 | Codex, OpenCode | 1 | 736 tok |
| alexmx/peek See and drive any Mac app from your terminal or your AI agent. | 5 | Claude Code, Codex, OpenCode | 2 | 2,996 tok |
| 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 |
| shuchitajain/awesome-ai-setup npmjs.com Practical agents for AI-native repository workflows | 5 | Codex, OpenCode | 1 | 2,265 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 | — |
| theharithsa/dynatrace-mcp-otel Dynatrace MCP Server is an AI‑assistant back‑end that lets clients query Dynatrace data, e | 5 | GitHub Copilot | 1 | 679 tok |
| 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 |
| mmornati/leanproxy-mcp mmornati.github.io A "Token Firewall" for MCP - reduce AI token costs by 50-80% while securing your code from | 5 | Codex, OpenCode | 1 | 245 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 |
| dubh3124/Director Director: AI-first local system for producing live-app presentation videos and decks. | 5 | Codex, OpenCode | 1 | 651 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 |
| velhud/PatchBay Route ChatGPT context into local Codex workers. | 5 | Codex, OpenCode | 1 | 1,543 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 |
| Afnanksalal/co-op co-op.software Co-Op is local-first business management software for company planning, research, files, c | 5 | Codex, OpenCode | 1 | 1,095 tok |
| llmpolska/llm-design-engine Creative director and design compiler for coding agents | 5 | Codex, OpenCode | 1 | 720 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 |
| velias/mcp-auth-adapter An authentication adapter for Model Context Protocol (MCP) world. It sits in front of any | 5 | Codex, OpenCode | 1 | 5,980 tok |
| MichaelCereda/stampo Turn any API or config into a real CLI. Single static binary, zero dependencies, tab compl | 5 | Codex, OpenCode | 1 | 813 tok |
| alfredobs97/dart_docs_mcp A local Model Context Protocol (MCP) server that provides an AI agent with the ability to | 5 | Gemini CLI | 1 | 723 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 |
| lachlanchen/AgInTi-LabCanvas lazying.art AgInTi LabCanvas: agentic studio for editable scientific figures, CAD devices, and experim | 5 | Codex, OpenCode | 1 | 9,085 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 |
| brodewa369/roowet-semantic-vault-search Local RAG semantic search for Obsidian vaults — Ollama + LanceDB + MCP. Search your markdo | 5 | Codex, OpenCode | 1 | 1,700 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 |
| AryanRai/HowYouSeeMe World perception system combining computer vision models and systems like YOLO, SLAM, Segm | 5 | Kiro | 1 | 505 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 | — |
| noblepayne/mcp-injector HTTP shim for injecting MCP tools into OpenAI-compatible chat completions | 5 | Codex, OpenCode | 1 | 7,776 tok |
| Leodorareluctant259/superpowers-zh Translate and adapt Superpowers for Chinese AI coding tools, with 20 skills and 6 China-sp | 5 | Gemini CLI | 1 | 27 tok |
| 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 |
| FrangSierra/Alembic Reduce noisy shell, CI, diff, and MCP-adjacent output into compact answers your coding age | 5 | Codex, OpenCode | 1 | 11 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 | 2 | 7,110 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 |
| fishwww-ww/dingtalk-mcp geminicli.com A Gemini CLI extension for DingTalk's MCP server. | 5 | Gemini CLI | 1 | 921 tok |