24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| subkoks/BEST-Self-Enhancement-Learning-AI BSELA — local control plane that learns from your coding AI sessions: captures, detects er | 2 | Claude Code, Codex, OpenCode | 8 | 8,369 tok |
| yurymkomarov/opencode-agent-orchestration OpenCode-based multi-agent orchestration setup using ai-cli-mcp with Codex CLI, Claude Cod | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 628 tok |
| phenomenoner/Chatgpt-Codex-App-Plus phenomenoner.github.io Public-safe Codex bundle: local Context Canvas, A2A operations, pinned toolkit links, and | 2 | Codex, OpenCode | 1 | 361 tok |
| pwang1997/wealth-hub-agent A financial intelligence platform powered by a multi-agent AI architecture, Model Context | 2 | Codex, OpenCode | 1 | 971 tok |
| gcake119/joplin-llm-wiki Local-first Joplin knowledge base tool: SQLite raw export, local/agent wiki compilation, C | 2 | Claude Code, Codex, Cursor | 24 | 971 tok |
| cacity/ResearchBrain Windows-first, local-first AI research literature workspace: supports incremental Zotero s | 2 | Claude Code, Codex | 6 | — |
| 0GiS0/nerdearla-mcp Mis demos en Nerdearla Spain 2025 | 2 | Codex, OpenCode | 1 | 118 tok |
| F0rty-Tw0/agentic-mcp npmjs.com Prove and compare the AI CLIs you already installed from one command surface or one MCP se | 2 | Claude Code, Codex, OpenCode | 2 | 3,456 tok |
| Coding-Dev-Tools/envault coding-dev-tools.github.io Sync, rotate, and manage .env files across environments securely | 2 | Codex, OpenCode | 1 | 584 tok |
| hunchom/claude-code-ssh MCP server giving Claude Code 51 typed SSH tools across your server fleet. Pooled, gated, | 2 | Claude Code, Codex, OpenCode | 11 | 5,195 tok |
| ajbarea/ariadne ajbarea.github.io One agent tracing a single entity's evidence across graph, relational, and text stores int | 2 | Claude Code, Codex, OpenCode | 2 | 773 tok |
| sdfdu/evopilot Local-first workflow compiler that turns repeated AI-agent work into evidence-backed, qual | 2 | Codex, OpenCode | 1 | 97 tok |
| 3z/hacktricks-mcp Fast, self-hostable MCP server giving AI agents token-authenticated full-text search over | 2 | Codex, OpenCode | 1 | 778 tok |
| ImBIOS/belifoa ⚡ High-performance, compact Linear client & MCP server for AI agents. Reduces prompt conte | 2 | Codex, OpenCode | 1 | 1,640 tok |
| stvlynn/dsh.fish dsh.fish Discover and install DeepSeek Harness plugins, skills, MCP servers, agent presets, bundles | 2 | Claude Code, Codex, OpenCode | 3 | 2,068 tok |
| SarutobiSasuke8/agent-handoff-mcp Local-first MCP server for bounded, auditable handoffs between AI agents. | 2 | Codex, OpenCode | 1 | 133 tok |
| itsarmaanverma/local-token-saver Locally installed, folder-scoped retrieval-first context for Claude Code / Codex — SQLite | 2 | Claude Code, Codex, OpenCode | 2 | 766 tok |
| PageWeave/cms pageweave.dev ☁️ PageWeave CMS – AI-first Website management | 2 | Codex, OpenCode | 1 | 1,801 tok |
| EndogenAI/dogma Values ingrained, sovereignty sustained — governance framework for endogenous AI workflows | 2 | Claude Code, Codex, OpenCode | 64 | 26,171 tok |
| pproenca/unifi-mcp npmjs.com Local MCP server for the UniFi Network API | 2 | Claude Code, Codex, OpenCode | 7 | 627 tok |
| nbialk/chess-mcp chess.niklas.sh Example MCP app with interactive React views — Chess.com player, game & puzzle tools for C | 2 | Codex, OpenCode | 1 | 491 tok |
| eliassoares/trilium-fastmcp MCP server for Trilium Notes — exposes the ETAPI as tools for LLMs and AI agents | 2 | Claude Code, Codex, OpenCode | 2 | 2,578 tok |
| yeuxuan/mcpane MCPane — a unified desktop control panel for the Claude Code, Codex, and MCP ecosystem. Of | 2 | Claude Code, Codex, OpenCode | 2 | 4,472 tok |
| naxe-run/naxe Dependency-aware task graph engine for AI agents. Agents write tasks with dependencies; th | 2 | Codex, OpenCode | 1 | 961 tok |
| jsharma1105/Koshi Context engineering toolkit for AI agents. 24 MCP tools across retrieval, memory, context, | 2 | Codex, OpenCode | 1 | 1,869 tok |
| cipherfoxie/agent-bench sovgrid.org Measure whether an MCP server or skill actually improves your coding agent. A/B arms, dete | 2 | Codex, OpenCode | 1 | 784 tok |
| AxT-Team/uapi-mcp uapis.cn Official MCP (Model Context Protocol) server for UAPI / uapis.cn — 100+ public endpoints e | 2 | Codex, OpenCode | 1 | 929 tok |
| seunghyukchoe/copper-mcp Local-first PCB automation for KiCad with safe MCP tools and deterministic autorouting res | 2 | Codex, OpenCode | 1 | 566 tok |
| farchanjo/merkle Local-first MCP vault for Claude Code — LLMs hold opaque handles, operators approve every | 2 | Claude Code, Codex, OpenCode | 2 | 1,940 tok |
| zjshen14/opencli npmjs.com An open-source, model-agnostic AI coding agent CLI — works with Google Gemini, Anthropic C | 2 | Claude Code, Codex, OpenCode | 2 | 7,102 tok |
| VladUZH/wordhoard wordhoard-design-lab.vercel.app Self-hosted registry for your team's Agent Skills and prompts — fork lineage, version diff | 2 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| lidless-labs/misp-mcp lidless.dev MISP threat intel lives in tabs you never finish reading. misp-mcp turns events, attribute | 2 | Codex, OpenCode | 1 | 1,059 tok |
| oaslananka/a2amesh oaslananka.github.io TypeScript runtime and operational toolkit for Agent2Agent (A2A) systems: registry-backed | 2 | Codex, OpenCode | 1 | 1,486 tok |
| pankaj28843/docs-mcp-server pankaj28843.github.io Multi-tenant MCP server for documentation search and retrieval. | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 14 | 1,045 tok |
| ferrus-dev/ferrus ferrus.dev Deterministic multi-agent orchestration for real software execution. | 2 | Claude Code, Codex, OpenCode | 7 | 4,701 tok |
| NeuroverseOS/Neuroverseos-governance neuroverseos.com Deterministic governance engine for AI agents. Enforce rules defined in .md governance fil | 2 | Codex, OpenCode | 1 | 5,898 tok |
| matbanik/agentic-genomics Connect whole-genome sequencing data to AI coding assistants via the Model Context Protoco | 2 | Claude Code, Codex | 1 | — |
| pusewicz/cf-mcp cf-mcp.fly.dev MCP server providing documentation tools for Cute Framework | 2 | Claude Code, Codex, OpenCode | 6 | 2,153 tok |
| dannyota/banhmi banhmi.danny.vn Evidence-only RAG + MCP server for Vietnamese banking & fintech regulation — exact Điều/Kh | 2 | Claude Code, Codex, OpenCode | 3 | 3,566 tok |
| fiam/toolmux Connect terminal workflows and local agents to SaaS tools and remote MCP servers with loca | 2 | Codex, OpenCode | 1 | 7,546 tok |
| selfradiance/agentgate-governed-writefile-demo Smallest outsider-readable proof path through AgentGate + MCP Firewall: governed write_fil | 2 | Codex, OpenCode | 1 | 108 tok |
| khamidov17/vpstack VP2026 voice-privacy research toolkit for AI coding agents. Domain-aware markdown skills + | 2 | Claude Code, Codex, OpenCode | 2 | 3,966 tok |
| tripplemay/aigcgateway aigc.guangai.ai Unified OpenAI-compatible AI gateway for 10+ providers — with prompt workflows (Action/Tem | 2 | Claude Code, Codex, OpenCode | 4 | 2,502 tok |
| ImYourBoyRoy/pyenv-native Native-first, cross-platform Python version manager inspired by pyenv. | 2 | Codex, OpenCode | 1 | 807 tok |
| goldenwo/universal-memory Self-hosted, markdown-first memory for LLM agents across devices and sessions | 2 | Claude Code, Codex, OpenCode | 1 | 221 tok |
| marianfoo/btp-cf-mcp MCP server for SAP BTP + Cloud Foundry management (read-only PoC) — inspect/manage your BT | 2 | Claude Code, Codex, OpenCode | 2 | 3,068 tok |
| shailesh17/mcp-httpserver-proxy A transparent proxy to bridge a local Model Context Protocol (MCP) server listening over H | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 1,740 tok |
| JSONbored/nightward nightward.aethereal.dev Local-first TUI for auditing AI agent state, MCP config, and dotfiles backup safety | 2 | Codex | 1 | — |
| GeiserX/lynxprompt-vscode VS Code extension for LynxPrompt — browse, pull, and manage AI configuration files (AGENTS | 2 | Claude Code, Codex, OpenCode | 4 | 2,877 tok |
| GeiserX/homebrew-lynxprompt Homebrew tap for LynxPrompt CLI | 2 | Claude Code, Codex, OpenCode | 4 | 2,071 tok |