2,355 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 |
|---|---|---|---|---|
| bio-oracle/pyo_oracle bio-oracle.github.io Python client for the Bio-ORACLE ERDDAP server. Built upon erddapy. | 6 | Claude Code | 1 | 803 tok |
| vignitin/multi-ssh-mcp Multi-Server SSH MCP Server - Connect any LLM to multiple SSH servers with secure credenti | 6 | Claude Code | 1 | 838 tok |
| themaximoguys/Max_mcp The most comprehensive Model Context Protocol (MCP) server for IBM Maximo MAS 9 — 175 tool | 6 | Claude Code | 1 | 2,038 tok |
| gmoigneu/grimoire GRIMOIRE (Global Repository and Index for Model Operations, Instructions and Response Engi | 6 | Claude Code | 1 | 534 tok |
| clenci/arch-advisor Interactive architecture advisor for multi-agent LLM systems — Claude Code plugin that gui | 6 | Claude Code | 1 | 2,072 tok |
| grovesjosephn/pokemcp Pokemon MCP (Model Context Protocol) system - A monorepo with MCP server and data ingestio | 6 | Claude Code | 1 | 1,164 tok |
| sandraschi/notepadpp-mcp MCP Server for Notepad++ automation with comprehensive file operations, plugin management, | 6 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 8 | 1,026 tok |
| claytono/go-unifi-mcp A Model Context Protocol (MCP) server for UniFi Network Controller, written in Go. | 6 | Claude Code, Codex, OpenCode | 2 | 1,073 tok |
| tosin2013/helmdeck helmdeck.dev A self-hosted, containerized platform for AI agents, exposed as Capability Packs — schema- | 6 | Claude Code | 1 | 363 tok |
| eduardozf/wire-lang wirelang.net | 6 | Claude Code, Codex, OpenCode | 2 | 553 tok |
| aizech/clinical-skills corpusanalytica.com A collection of AI agent skills focused on medical imaging and healthcare workflows. Built | 6 | Claude Code, Codex, OpenCode | 2 | 3,249 tok |
| metago-ai/metagolifeform metago.life MetaGO Agent Harness (agent runtime control suite) — 100 skills · 112 MCP tools (55+57) / | 6 | Claude Code, Codex, OpenCode | 1 | 37,859 tok |
| tekthar/abp-mcp Auto-generate Model Context Protocol servers from ABP Framework apps. In-process, permissi | 6 | Claude Code | 1 | 1,691 tok |
| rutvij26/chess-context rutvij26.github.io Semantic chess intelligence MCP for Claude — position analysis, game review, player scouti | 6 | Claude Code | 1 | 991 tok |
| contextfs/contextfs contextfs.ai Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works wi | 6 | Claude Code | 1 | 4,786 tok |
| leogallego/ansible-know-mcp know.ansible.ar Ansible Knowledge MCP Server - module discovery, documentation search, and skill generatio | 6 | Claude Code | 1 | 2,350 tok |
| frontsail-ai/aspicio aspicio.frontsail.app DXF and vector-PDF viewer for the web and AI agents — TypeScript parse→tessellate→render e | 6 | Claude Code, Codex, OpenCode | 2 | 3,293 tok |
| cunicopia-dev/gmail-mcp Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts | 6 | Claude Code | 1 | 3,607 tok |
| calven-ai/demoverse youtu.be Demoverse is an open-source synthetic B2B sales data generator that grows a fictional comp | 6 | Claude Code, Codex, OpenCode | 6 | 3,517 tok |
| adudley78/mcp-audit Security scanner for MCP (Model Context Protocol) server configurations. Detects prompt in | 6 | Claude Code | 1 | 34,429 tok |
| liatrio-labs/ai-prompts Curated collection of prompts for AI coding assistants supporting development workflows, d | 6 | Claude Code, Codex, OpenCode | 8 | 283 tok |
| Cantara/kcp-triage LLM driven triage system for analyzing web pages and generating agentic clients based on K | 6 | Claude Code | 1 | 690 tok |
| cyanheads/wikipedia-mcp-server npmjs.com Search Wikipedia articles, read summaries and full text, target sections, list an article' | 6 | Claude Code, Codex, OpenCode | 2 | 16,666 tok |
| alejandro-technology/opencode-mcp opencode-mcp.alejandrotechnology.com An MCP (Model Context Protocol) server that lets Claude/Codex/Cursor drive an OpenCode ins | 6 | Claude Code, Codex, OpenCode | 2 | 3,040 tok |
| kanetran29/uigraph npmjs.com Your app generates its own verified UI transition graph — screens as nodes, guarded (event | 5 | Claude Code | 1 | 36 tok |
| alexsvdk/gigaplexity-mcp MCP server that turns GigaChat into a web-connected search assistant with ask, research, a | 5 | Claude Code | 1 | 522 tok |
| agentailor/slimcontext-mcp-server agentailor.com MCP Server for SlimContext - AI chat history compression tools | 5 | Claude Code | 1 | 636 tok |
| mspstack/mcp-itglue MCP server for IT Glue — semantic search, documents, and flexible assets for MSPs | 5 | Claude Code | 1 | 1,259 tok |
| xmpuspus/ph-civic-data-mcp pypi.org Philippine civic data as MCP tools: the full PSA OpenSTAT statistical catalog, hazards, we | 5 | Claude Code | 2 | 4,321 tok |
| joseph0926/prompt-shield prompt quality management for Claude Code | 5 | Claude Code, Codex, OpenCode | 2 | 3,654 tok |
| CreatmanCEO/notebooklm-claude-workflows 7 Claude Code slash commands + automation for Google NotebookLM. Built on notebooklm-mcp-c | 5 | Claude Code | 1 | 1,388 tok |
| jwalsh/mcp-server-qrcode Model Context Protocol server for generating QR codes | 5 | Claude Code | 1 | 600 tok |
| aetherwing-io/mish ohitsmish.com The LLM-native shell — five MCP tools for structured output, error diagnostics, and proces | 5 | Claude Code, Codex, OpenCode | 2 | 1,715 tok |
| laruss/grok-imagine-mcp An MCP (Model Context Protocol) server that generates images using Grok Imagine | 5 | Claude Code | 1 | 755 tok |
| alexeymasalykin/ai-assistant-eduflow habr.com Production-ready multi-agent AI assistant with RAG, MCP server, and CRM integration. Refer | 5 | Claude Code | 1 | — |
| eljefedelrodeodeljefe/inventree-mcp-plugin MCP (Model Context Protocol) server plugin for InvenTree — exposes inventory data via Stre | 5 | Claude Code | 2 | 1,539 tok |
| AndurilCode/accordo medium.com An MCP (Model Context Protocol) server that provides structured workflow guidance to guide | 5 | Claude Code, GitHub Copilot | 2 | 1,640 tok |
| jarmentor/obsidian-notebook-mcp MCP server to let claude connect to my obsidian notes for vector and full text search | 5 | Claude Code | 1 | 1,700 tok |
| 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 |
| 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 |
| memtomem/memtomem-stm memtomem.com Short-term memory proxy gateway with proactive memory surfacing for AI agents | 5 | Claude Code | 1 | 664 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 |
| wkusnierczyk/raku-mcp-sdk Raku MCP SDK | 5 | Claude Code | 1 | 983 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 |
| ArchCodexOrg/archcodex medium.com ArchCodex Specs and Guardrails for Coding agents | 5 | Claude Code | 5 | 2,323 tok |
| maciek-O-digiaidev/CodeRAG Intelligent codebase context engine for AI coding agents. Semantic RAG from source code vi | 5 | Claude Code | 1 | 1,123 tok |
| modrzjwzki/radarr-mcp MCP server exposing Radarr as 34 tools for any MCP-compatible AI client (Claude Desktop, C | 5 | Claude Code | 1 | 475 tok |
| nikolailehbrink/llm-stack llm-stack.nikolailehbr.ink Optimized full-stack starter repo for usage with Coding Agents | 5 | Claude Code, Codex, OpenCode | 2 | 1,990 tok |
| dmora/agentrun pkg.go.dev Composable Go interfaces for running AI agent sessions | 5 | Claude Code | 2 | 5,375 tok |
| Daemoniorum-LLC/sigil-lang sigil-lang.com Sigil: Infrastructure for AI minds. Evidentiality markers track data provenance at the typ | 5 | Claude Code | 5 | 2,373 tok |