43,652 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 |
|---|---|---|---|---|
| jscott3201/aionforge-memory A Rust-native agentic memory substrate built on the selene-db graph engine: a bi-temporal | 10 | Codex, OpenCode | 1 | 1,616 tok |
| BjornMelin/ai-docs-vector-db-hybrid-scraper Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with | 10 | Codex, OpenCode | 1 | 1,072 tok |
| pachca/openapi dev.pachca.com OpenAPI spec, SDKs (TypeScript, Python, Go, Kotlin, Swift, C#), CLI, n8n node, and AI agen | 10 | Claude Code, Codex, OpenCode | 2 | 1,225 tok |
| neverinfamous/mysql-mcp search.adamic.tech Secure MySQL Administration & Observability Featuring Code Mode— One Tool Replacing All 24 | 10 | GitHub Copilot | 1 | 1,678 tok |
| maneja81/OpenOrbit OpenOrbit — A free, open source AI orchestrator that lives on your desktop. One central ag | 10 | Claude Code | 2 | 6,082 tok |
| nobrainer-tech/langflow-mcp npmjs.com MCP server for Langflow — gives AI assistants full access to Langflow workflow automation | 10 | Claude Code, Codex, OpenCode | 14 | 1,801 tok |
| EuclideanAI/mcp-client A custom Model Context Protocol (MCP) Client interface with integrated LLM agent chat capa | 10 | GitHub Copilot | 1 | 495 tok |
| LindaHaviv/second-brain Build a second brain every AI can share: your content in Oracle AI Database 26ai — semanti | 10 | Claude Code, Codex, OpenCode | 4 | 1,743 tok |
| lsegal/aviary aviary.bot Aviary is a full AI assistant platform. Connect your AI models to Slack, Signal, Discord, | 10 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 383 tok |
| deepgram/cli cli.deepgram.com Official Deepgram CLI — speech-to-text, text-to-speech, and audio intelligence from your t | 10 | GitHub Copilot | 1 | — |
| swoelffel/claw-pilot clawpilot.eu Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integr | 10 | Claude Code | 1 | 4,142 tok |
| codingwithriha/ai-email-agent ai-email-agent-blue.vercel.app MailMind AI is a modern AI powered email generation platform built with Next.js 16, TypeSc | 10 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| seandavi/biomedical-agent-kg biomed-agents.cancerdatasci.org Generated knowledge graph of biomedical LLM agent systems | 10 | Claude Code | 1 | 1,995 tok |
| theSharque/mcp-jperf Java profiler and perfomance tool MCP | 10 | Codex, OpenCode | 1 | 632 tok |
| echology-io/decompose echology.io The missing cognitive primitive for AI agents. Decompose any text into classified semantic | 10 | Claude Code | 1 | 689 tok |
| ttpears/gitlab-mcp npmjs.com Community GitLab MCP Server — works with any GitLab tier (Free/Premium/Ultimate), no Duo r | 10 | Claude Code, Cursor | 2 | 2,266 tok |
| grekt-labs/cli grekt.com AI artifacts versioned, synced, and shared across tools and teams. | 10 | Claude Code | 2 | — |
| boardwalk-labs/boardwalk Open-source control plane for agent workflows | 10 | Claude Code | 1 | — |
| elvis-ndubuisi/lazypr usekonsent.netlify.app lazypr is an AI-powered GitHub Action that rescues your repository from "lazy" documentati | 10 | Codex, OpenCode | 1 | 1,207 tok |
| fomyio/phantom-ear fomy.io PhantomEar is a privacy-first, local-only AI meeting assistant that runs invisibly on your | 10 | Claude Code | 1 | 1,505 tok |
| lehuannhatrang/opsgentic OpsGentic — AI Agents for DevOps Automation. Self-healing Kubernetes with AI agents. | 10 | Claude Code | 1 | 56 tok |
| ubcent/velar Local Privacy Firewall for AI | 10 | Claude Code | 1 | 1,154 tok |
| xavyo/xavyo xavyo.net The Identity Platform for the AI Agent Era. Secure humans, machines, and AI agents with a | 10 | Claude Code, Codex, OpenCode | 3 | 2,390 tok |
| huanglizhuo/OctoCounts octocounts.com OctoCounts – the SLOC panel GitHub forgot | 10 | Codex, OpenCode | 1 | 1,737 tok |
| pmbstyle/Octopal octopal.ca A local AI agent platform for people who want broad, real-world automation with a design t | 10 | Codex, OpenCode | 1 | 2,634 tok |
| kenobi-ai/harpist harpist.site Automate and document any website's underlying API and replay it with your agent. | 10 | Codex, OpenCode | 1 | 136 tok |
| jperrello/Saturn jperrello.github.io AI endpoints discoverable on local networks. | 10 | Codex, OpenCode | 1 | 350 tok |
| xhwSkhizein/agiwo docs.agiwo.o-ai.tech Open-source streaming-first Python AI agent framework and console for building, orchestrat | 10 | Codex, OpenCode | 1 | 6,762 tok |
| emrecanozturk/intentflow-ios Workflow-first, AI-ready iOS architecture with typed effects, manifests, SwiftUI/UIKit exa | 10 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 1,359 tok |
| 2oaJ/SwiftlyS2-Toolkit SwiftlyS2 plugin development toolkit for VS Code Copilot (agents, prompts, skills) | 10 | Codex, OpenCode | 1 | 490 tok |
| zksecurity/zk-skills ZKSecurity's open-source AI-skills for pre-auditing ZK circuits | 10 | Claude Code | 1 | 136 tok |
| mverab/claude-beyond-code verabadias.gumroad.com Make Claude Code your everything AI agent with customized agent features and subagents | 10 | Claude Code | 20 | — |
| rsoutar/claw-screener Stock screener using technical and fundamental analysis. Finding oversold stocks, screenin | 10 | Codex, OpenCode | 1 | 517 tok |
| surveycto/surveycto-agent-skill Agent skill for SurveyCTO form design and more | 10 | Codex, OpenCode | 1 | 3,355 tok |
| codejunkie99/agent-harness Drop-in agent harness for shipping products with AI. 18 skill files across SaaS, CLI, MCP, | 10 | Claude Code, Codex | 17 | — |
| Sompote/plaxisMCP | 10 | Claude Code | 1 | — |
| thoreinstein/beads-workflow A high-stakes engineering workflow extension for the Gemini CLI, powered by Beads (issue t | 10 | Gemini CLI | 1 | 874 tok |
| wouerner/cirurgia Cirurgico: Curso Engenheiro de Software com auxilio de IA | 10 | Gemini CLI | 1 | 591 tok |
| whw23/searxng_http_mcp A zero-install, cloud-hosted SearXNG MCP server over HTTP — no local runtime required. | 10 | Claude Code | 1 | 19 tok |
| bitcoinalexis/Lotokens-Skill-Claude-Code "Lotokens" es un skill para ahorrar tokens al momento de utilizar claude code | 10 | Codex, OpenCode | 1 | 616 tok |
| Alien69Flow/AiTor aitor.alienflow.space Ai Tor ΔlieπFlΦw DAO Synapse Collective | 10 | Codex, OpenCode | 1 | 1,909 tok |
| aknochow/ogo aknochow.github.io OGO (OpenShell Gateway Operator): Deploy and manage NVIDIA OpenShell Gateway instances on | 10 | Claude Code, Codex, OpenCode | 2 | 950 tok |
| krusemediallc/cursor-ad-agent skool.com Create AI marketing videos and images from inside Cursor. Human-approved Meta ad workspace | 10 | Claude Code, Codex, OpenCode | 16 | 2,313 tok |
| square-story/blipko blipko.lol Blipko is a conversational personal-budget tracker on Telegram. Log what you spend in plai | 10 | Claude Code | 1 | 3,915 tok |
| Rosentic/rosentic-action rosentic.com GitHub Action: find conflicts across branches before merge. One YAML file. Results on your | 10 | Claude Code | 1 | 118 tok |
| mmartinez/postern Credential-brokering HTTPS proxy for AI agents — brokers 1Password & Bitwarden secrets at | 10 | Claude Code | 1 | 2,460 tok |
| arcayne/agentic-delivery-playbook Spec first workflow for coding agents: choose the right model per task, use strong reasoni | 10 | Codex, OpenCode | 1 | 113 tok |
| kwanpham2195/symphony-go Autonomous agent orchestrator — polls Linear issues, creates workspaces, runs Codex sessio | 10 | Claude Code, Codex, OpenCode | 7 | 2,021 tok |
| bamdadd/lintel AI-human engineering platform where AI agents and humans collaborate as teammates to plan, | 10 | Claude Code | 1 | 5,377 tok |
| Day1Labs/OpenAva day1-labs.com Your Personal AI Agent Teams. | 10 | Codex, OpenCode | 1 | 550 tok |