1,908 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703
All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Asthanaji05/MCP_Pokemon The PokeAPI MCP Server acts as a bridge, allowing AI assistants to fetch and utilize compr | 1 | Gemini CLI | 1 | 264 tok |
| LogicLabsAI/ultramemory-mcp ultramemory.io One memory for every AI you use — Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, H | 1 | Gemini CLI | 1 | 219 tok |
| asokore/statcite statcite.com Official economic statistics for AI agents — every number with a full citation, plus verif | 1 | Claude Code, Gemini CLI | 2 | 2,618 tok |
| edithatogo/osf-cli-go A command-line client for the Open Science Framework | 1 | Gemini CLI | 1 | 81 tok |
| nolindnaidoo/urls-le letools.dev Extract every URL in a codebase, with its protocol and exact position | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,276 tok |
| nolindnaidoo/string-le letools.dev Extract every string in a codebase, with its position, so a person can read them | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,134 tok |
| nolindnaidoo/envsync-le letools.dev Compare the dotenv files in a tree, and say which keys are missing from which | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,304 tok |
| nolindnaidoo/secrets-le letools.dev Find hardcoded credentials in a codebase, and never print one into the report | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,168 tok |
| nouchix/PQC-Khepra-MCP souhimbou-agi-etherversecodemates-projects.vercel.app KHEPRA MCP Server — Sovereign compliance engine with 36,195 STIG/CCI/NIST/CMMC mappings. A | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 25 | 356 tok |
| nolindnaidoo/dates-le letools.dev Extract every date and timestamp, and the exact instant each one resolves to | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,084 tok |
| nolindnaidoo/paths-le letools.dev Extract every file path in a codebase, and say whether it still points at anything | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,286 tok |
| nolindnaidoo/scrape-le letools.dev Check whether a page is scrapeable before the scraper is written, and say when it cannot t | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,312 tok |
| raklapimenta/brokeria-mcp-server mcp.brokeria.com.br MCP Server for Brazilian real estate. Search properties, simulate financing, schedule visi | 1 | Gemini CLI | 1 | 669 tok |
| rex/mcp-rancher Capability-aware MCP server for Rancher. Cluster, workload, RBAC, and monitoring exposed t | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 28 | 765 tok |
| tambo-labs/charming-mcp usecharming.com Charming MCP server — generate and host interactive web apps via MCP | 1 | Codex, Gemini CLI, OpenCode | 2 | 2,763 tok |
| peterbeck111/knowledgelib-io | 1 | Claude Code, Gemini CLI | 3 | 4,716 tok |
| andr-ca/agentharness andr.ca Portable engineering policies for coding agents — git, testing, logging, and language conv | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 13 | 30,908 tok |
| hkopenai/hk-commerce-mcp-server This is an MCP server that provides access to government commerce and industry data throug | 1 | Gemini CLI | 1 | 78 tok |
| assoumaaa/odoo-superpowers Odoo development skills for AI coding agents — a Claude Code plugin (also Codex & Gemini C | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 593 tok |
| AlbionaHoti/cycle-coded Claude that speaks cycle, chart, and era language — and obeys it. Glossary-first agent mod | 1 | Codex, Gemini CLI, OpenCode | 2 | 283 tok |
| Nazzero/ai-handoff Structured handoff documents for AI coding agents. Type /handoff to generate session summa | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 205 tok |
| adaline-ankit/your-tam-is-fake A GTM strategist for your coding agent that does the research, rebuilds your TAM from scra | 1 | Codex, Gemini CLI, OpenCode | 2 | 4,408 tok |
| aivsomkar/advisor-strategy-skill Advisor Strategy skill for AI coding agents, spawns a stronger model as strategic advisor | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,237 tok |
| nutdnuy/quantcoder-plugin Claude Code and Codex plugin wrapper for QuantCoder research-paper to QuantConnect workflo | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 641 tok |
| Heretek-AI/Agent-Proof Deterministic zero-trust mechanical hard-gate CLI for autonomous AI coding agents (Claude | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,020 tok |
| plumpslabs/matcha plumpslabs.github.io 🍵 Deliberate engineering guidelines & deterministic lifecycle safety hooks to enforce pla | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 8 | 4,417 tok |
| vikisingh23/wealth-forge-ai A precision-engineered AI workforce for fiduciary-grade financial strategy. Modeled after | 1 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 4 | 1,181 tok |
| orin-dx/agent-plugins Official AI Agent Plugins & Skills Marketplace for Antigravity (AGY), Claude Code, and Cur | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 18 | 1,377 tok |
| arnaudgelas/K-Ops A governed, local-first evolution of the LLM wiki. Turn URLs, PDFs, and repos into claim-t | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 20 | 1,978 tok |
| makedirectory/ModelPeer makedirectory.github.io Cross-model peer review for coding agents. Let Claude Code, Codex CLI, and Gemini CLI cons | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 4,514 tok |
| hhx465453939/HelmForge ⚓ Forge your enterprise. Take the helm. — The AI cockpit for strategy · budget · finance · | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 37 | 3,173 tok |
| ph3on1x/wisci Context engineering framework for AI coding agents — Write, Isolate, Select, Compress | 1 | Gemini CLI | 1 | 264 tok |
| xrnavigation/web-a11y-plugin Web accessibility agent skills — 23 cite-backed skills covering APG widget patterns, audit | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 159 tok |
| cskwork/fizzy-skill cskwork.github.io Claude Code / Codex skill for self-hosted Fizzy kanban — onboarding, daily card/comment op | 1 | Gemini CLI | 1 | 15 tok |
| alivirgo/Major-AI-Skills alivirgo.github.io Installable agentic skills (SKILL.md) for Claude Code, Cursor, Codex, Gemini & Antigravity | 1 | Codex, Gemini CLI, OpenCode | 2 | 421 tok |
| thedatakey/apollyon Evidence-first source security scanner for human-written and AI-generated code. Rust CLI w | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 938 tok |
| derailed-dash/gemini-api-docs-mcp-ext ai.google.dev A Gemini CLI extension that installs the Gemini API Documentation MCP, providing your AI a | 1 | Gemini CLI | 1 | 237 tok |
| lxyer/multi-agent-collaboration-system Terminal-native cockpit for AI-first software engineering — protocol-driven sidecar across | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 41 | 195 tok |
| pongsatorna/integration-architect-agent A deterministic, multi-skill AI agent suite for the full API integration lifecycle. It orc | 1 | Gemini CLI | 1 | 211 tok |
| yuevthins/xhs-down-ai-cli Xiaohongshu downloader skill and AI CLI adapters for Codex, Claude Code, Gemini CLI, and t | 1 | Gemini CLI | 1 | 74 tok |
| mdfranz/saruca Mining Gemini CLI | 1 | Codex, Gemini CLI, OpenCode | 2 | 2,542 tok |
| rumotion/ai-agent-project-template One canonical instruction file. Many models. ~1.9K-token startup. A copyable template for | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 7 | 1,494 tok |
| impactbrussels/AINativeOS impact.brussels The open OS for building an AI-native company in hard-mode sectors. A 15-chapter Handbook, | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,832 tok |
| hajekim/agentic-design-patterns-extension Gemini CLI Extension — Gemini CLI Extension packaging 28 agentic design pattern skills for | 1 | Gemini CLI | 1 | 1,106 tok |
| agladysh/cogtools Metacognitive Tooling Scaffolding for AI Agents | 1 | Gemini CLI | 1 | 91 tok |
| khadinakbarlabs/shopify-app-builder npmjs.com Open-source Shopify app development plugin with 32 skills for Claude Code, Codex, Cursor, | 1 | Gemini CLI | 1 | 176 tok |
| azazhang/finance-literature-review-skill Finance-first literature review skill pack for Codex, Cursor, Claude, Gemini, and Copilot. | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 845 tok |
| zyli5313/dochost-gemini-extension dochost.io Publish Markdown/HTML from Gemini CLI as shareable links — dochost remote MCP extension | 1 | Gemini CLI | 1 | 392 tok |
| lamguo/agent-context-doctor pypi.org Audit, generate, sync, and package repository context files for AI coding agents. (AGENTS. | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,646 tok |
| dpitois/niko-niko Only vibe coded with Gemini CLI. No human code, human only prompts and Gemini codes | 1 | Codex, Gemini CLI, OpenCode | 2 | 3,430 tok |