3,584 projects whose own agent configuration covers data and ai. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| howdeploy/remorafish Agent-first Web2API and MCP provider framework for authorized LLM web sessions | 7 | Codex, OpenCode | 1 | 795 tok |
| b77ai/nightscout b77.ai An MCP (Model Context Protocol) server that connects AI assistants to Nightscout — the ope | 7 | Claude Code | 1 | 1,504 tok |
| k-vaca/prompt-engineering-skill Research-grounded Agent Skill for writing professional LLM prompts — matches technique to | 7 | Codex, OpenCode | 1 | 158 tok |
| punt-labs/quarry Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent m | 7 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 12,565 tok |
| prakharagarwal-dev/linkedin-mcp-server A LinkedIn MCP server to find jobs, search people, research companies, manage your network | 7 | Codex, OpenCode | 1 | 687 tok |
| OktoLabsAI/okto-pulse-core oktolabs.ai Transport-neutral domain engine for Okto Pulse: governed SDLC workflows, knowledge graph c | 7 | Claude Code | 1 | 2,155 tok |
| open-edge-platform/skills Repository for Open Edge Platform Agent Skills | 7 | Claude Code, Codex | 38 | — |
| JayMishra-source/Fantasy-Football-AI-CoManager Complete LLM-agnostic fantasy football automation system with ESPN API integration, MCP se | 7 | Claude Code | 1 | 2,641 tok |
| HuginnIndustries/CodeCartographer codecarto.dev Evidence-backed reverse engineering and human-gated software planning for Pi and MCP codin | 7 | Claude Code | 1 | 2,276 tok |
| Flux-Frontiers/agent_kg AgentKG - Conversational Memory as a Knowledge Graph | 7 | Claude Code | 14 | — |
| pixeltable/pixeltable-skill pixeltable.com Agent skill, plugin and MCP server for building multimodal AI apps with Pixeltable in Clau | 6 | Codex, Gemini CLI, OpenCode | 2 | 1,772 tok |
| shipstatic/mcp mcp.shipstatic.com MCP server for instant static site deploys from AI agents — free, no account needed | 6 | Claude Code, Codex, OpenCode | 2 | 8,234 tok |
| Corpusvision/agent-framework corvislabs.io Turn GitHub Copilot into a coordinated engineering team — specification-driven development | 6 | GitHub Copilot | 1 | 37 tok |
| memo-fs/memofs memofs.dev File-first memory runtime for AI agents — versioned, portable, and always there when the n | 6 | Codex, OpenCode | 1 | 668 tok |
| HighDesertWizard/mdg Mermaid Diagram Guidelines (MDG) — a skill file that makes LLMs dramatically better at gen | 6 | Claude Code | 1 | 88 tok |
| idaibin/skills skills.sh Independent Agent Skills for repository analysis, planning, implementation, review, delive | 6 | Claude Code, Codex, OpenCode | 2 | 1,407 tok |
| ucsahinn/codex-chef A cross-platform Codex setup kit with specialist agents, curated skills, safe MCP defaults | 6 | Codex, OpenCode | 1 | 352 tok |
| cerebrixos-org/tuning-engines-cli CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories | 6 | Claude Code | 1 | 584 tok |
| cedricziel/aha-mcp A Model Context Protocol (MCP) server that provides seamless integration with Aha.io's pro | 6 | Claude Code | 1 | 11,221 tok |
| rchaz/tunelab Claude Code plugin for LLM fine-tuning, distillation, and evaluation — decide whether you | 6 | Codex, OpenCode | 1 | 1,026 tok |
| softcane/codex-blackbox Codex CLI session supervision: see failed or incomplete turns, token use, model changes, c | 6 | Codex, OpenCode | 1 | 1,559 tok |
| davidmosiah/polar-mcp wellness.delx.ai Unofficial local-first Polar AccessLink Dynamic API v4 MCP server for AI agents | 6 | Codex, OpenCode | 1 | 150 tok |
| paolovella/vellaveto Agentic security control plane for MCP and AI agent tool calls. MCP-native policy gateway | 6 | Claude Code | 1 | 9,274 tok |
| Vincentwei1021/agent-toolbox | 6 | Claude Code | 1 | 1,180 tok |
| VitalyOstanin/youtrack-mcp MCP server for YouTrack: issues, attachments, work items, time reports, knowledge base | 6 | Claude Code, Codex, OpenCode | 2 | 4,661 tok |
| netixc/stremio-mcp pypi.org Python MCP server for TMDB search, Stremio library management, and Android TV playback/con | 6 | Claude Code, Codex, OpenCode | 2 | 1,409 tok |
| patrykkopycinski/elastic-cursor-plugin | 6 | Claude Code, Cursor | 26 | — |
| orq-ai/assistant-plugins docs.orq.ai Coding Agents skills for systematically evaluating LLM pipelines on the orq.ai platform | 6 | Claude Code | 1 | 3,572 tok |
| ucsahinn/ai-project-starter AI Project Starter: documentation-first starter kit for AI-coded projects, project context | 6 | Codex, OpenCode | 1 | 314 tok |
| andrewmarkallen/ClaudeVST ClaudeVST is an AI music production mentor built into Ableton Live as a VST plugin. The go | 6 | Claude Code | 1 | 3,466 tok |
| mattias242/mcp-imap-server MCP server for IMAP email access - enables Claude and other LLM applications to read email | 6 | Claude Code | 1 | 1,239 tok |
| shannonbay/Conductor A Model Context Protocol server that gives an LLM agent a persistent, hierarchical task tr | 6 | Claude Code | 5 | 2,468 tok |
| ajbmachon/tool-gating-mcp Implements a tool gating and discovery system to preserve LLM context and focus while havi | 6 | Claude Code | 1 | 917 tok |
| phil65/mcp-server-llmling MCP (Model context protocol) server with LLMling backend | 6 | GitHub Copilot | 1 | 140 tok |
| dknell/mcp-system-info System Information MCP Server - Real-time system metrics through Model Context Protocol | 6 | Claude Code | 1 | 3,255 tok |
| masseater/gemini-rag-mcp | 6 | Claude Code | 2 | 1,762 tok |
| CRACKISH/mcp-creatio npmjs.com MCP server for Creatio CRM. Connect ChatGPT, Claude, and GitHub Copilot to Creatio via Mod | 6 | Codex, OpenCode | 1 | 12,028 tok |
| mako10k/mcp-shell-server Secure Model Context Protocol server for shell operations and terminal management | 6 | GitHub Copilot | 1 | 299 tok |
| shimizu/OSM-GeoJSON-MCP-Server An MCP (Model Context Protocol) server for retrieving OpenStreetMap (OSM) data in GeoJSON | 6 | Claude Code | 1 | 3,804 tok |
| kpeacocke/souschef kpeacocke.github.io AI-powered MCP server for Chef-to-Ansible migration & Ansible upgrades: 48 tools for cookb | 6 | GitHub Copilot | 1 | 5,853 tok |
| karadhub/jenkins-ai-optimizer Meet the beast of Jenkins MCP with AI-powered diagnostics, and more with Industrial debug | 6 | Claude Code | 1 | 3,078 tok |
| peterbud/nitro-mcp-server MCP (Model Context Protocol) server powered by Nitro | 6 | GitHub Copilot | 1 | 2,069 tok |
| afairai/afair afair.ai The open-source, self-organizing memory for all your AI tools. Single-tenant, yours, over | 6 | Claude Code, Codex, OpenCode | 2 | 8,545 tok |
| MarlonJD/web-debug-mcp Evidence-first local MCP debugger for React, Vite, Next.js, Chromium, and Safari: reproduc | 6 | Codex, OpenCode | 1 | 699 tok |
| jcode-works/jcode-ragmir ragmir.com Cited local project context for coding agents: open-source TypeScript library, CLI and MCP | 6 | Claude Code, Codex, OpenCode | 2 | 3,831 tok |
| mahadansar/sol-luna-orchestrator npmjs.com Adaptive orchestration for OpenAI Codex — decide when to delegate, route bounded work to i | 6 | Codex, OpenCode | 1 | 885 tok |
| wesleygriffin/pdfrag An MCP server that provides a RAG database for PDF documents. | 6 | Claude Code | 1 | 2,282 tok |
| TJC-LP/sanzaru Lightweight Multimodal MCP Server built with the OpenAI API | 6 | Claude Code, Codex, OpenCode | 4 | 20,727 tok |
| angrysky56/astermind-elm-mcp A local Model Context Protocol server for training small text classifiers with Extreme Lea | 6 | Codex, OpenCode | 1 | 686 tok |
| DunkelCloud/ToolMesh toolmesh.io Self-hosted MCP gateway with authorization, credential injection, audit logging, and outpu | 6 | Claude Code | 1 | 1,408 tok |