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 |
|---|---|---|---|---|
| IlyaGulya/gradle-mcp-server A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects | 47 | Claude Code | 1 | 183 tok |
| agiletortoise/drafts-mcp-server Model Context Protocol for Drafts | 47 | Claude Code | 1 | 445 tok |
| nickytonline/dev-to-mcp nickyt.co A remote Model Context Protocol (MCP) server for interacting with the dev.to public API wi | 46 | Claude Code, GitHub Copilot, Cursor | 3 | 2,352 tok |
| heavy3-ai/code-audit Heavy3 Code Audit: Agent skill that uses multi-model consensus to review plans, code, and | 46 | Claude Code | 1 | 848 tok |
| entropy-data/dataproduct-mcp dataproduct-mcp.com A Model Context Protocol (MCP) server for discovering data products and requesting access | 46 | Claude Code | 1 | 1,237 tok |
| cafferychen777/ChatSpatial docs.cafferyang.com MCP server for spatial transcriptomics analysis through natural language interfaces. | 45 | Claude Code | 9 | — |
| ailake-io/ai-lakehouse AI-Lake Format: self-contained Parquet + HNSW index — unifying tabular data, embeddings, a | 45 | Claude Code | 1 | 33,745 tok |
| jonaschen/Android-Software A Hierarchical AI Agent Skill Set for managing AOSP platform integration, built on an MMU- | 45 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,760 tok |
| kts982/mcp-sap-gui pypi.org MCP server that lets AI assistants work in SAP GUI for Windows: read screens and tables, f | 45 | Claude Code, Codex, OpenCode | 4 | 1,172 tok |
| marlonluo2018/pandas-mcp-server | 44 | Claude Code | 1 | 1,046 tok |
| mcp-agents-ai/mcp-agents-hub mcpagents.dev The open-source ecosystem for building, discovering, and deploying Model Context Protocol | 44 | Claude Code | 1 | 1,236 tok |
| mastersof-ai/harness Agent runtime with full system prompt control. Define agents in markdown, run them in a te | 44 | Claude Code | 1 | 798 tok |
| sweetrb/apple-photos-mcp MCP server for Apple Photos - query, search, export, and inspect the macOS Photos library | 44 | Claude Code | 1 | 5,917 tok |
| pasie15/meshy-ai-mcp-server meshy.ai This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It pr | 43 | Claude Code | 1 | 590 tok |
| Bioliminal/ML_RandD_Server Bioliminal ML research & development server | 43 | Claude Code | 1 | 1,337 tok |
| adrianhajdin/skild jsmastery.com Fullstack platform for sharing AI Agent skills, built with TanStack Start, Tailwind, and T | 43 | Claude Code, Codex | 13 | — |
| atlanhq/agent-toolkit docs.atlan.com Atlan AI Agent Toolkit | 42 | Claude Code | 1 | 678 tok |
| aanno/cocoindex-code-mcp-server An RAG for code development, implemented as MCP server with cocoindex | 42 | Claude Code | 1 | 1,469 tok |
| hebbs-ai/boringos boringos.dev BoringOS is the open-source operating system for AI agents - it ships with a shell portal | 42 | Claude Code | 1 | 2,636 tok |
| pofice/voice-input-method An AI-native cross-platform offline voice input method. | 42 | Claude Code | 1 | 1,230 tok |
| xorbitsai/xrouter-llm A prompt-aware LLM router that predicts which models can complete each request, then selec | 42 | Claude Code, Codex, OpenCode | 2 | 6,964 tok |
| Snowflake-Labs/snowflake-ai-kit Snowflake AI Kit: Cortex Code plugin for automatic Snowflake routing, envelope-based permi | 42 | Claude Code, Codex, OpenCode | 1 | 1,366 tok |
| kyopark2014/mcp It shows how to use model-context-protocol. | 41 | Claude Code | 1 | 69 tok |
| GraflowAI/graflow graflow.ai Composable Python framework for LLM agent workflows focused on simplicity and developer ex | 41 | Claude Code, Codex, OpenCode | 3 | 4,646 tok |
| wende/cicada cicada-mcp.vercel.app AI Coders search blindly. Be their guide. | 41 | Claude Code, Cursor | 2 | 1,863 tok |
| junkyard22/Orca Multi-role AI orchestration runtime for Windows. Quality-gated pipeline (Brain → Miranda → | 41 | Claude Code | 1 | 1,281 tok |
| enowdev/enowx-rag RAG Skill and MCP for AI agents for codebase indexing and memory | 41 | Claude Code, Codex, OpenCode | 2 | 2,238 tok |
| eternnoir/aistudio-mcp-server Google AI Studio MCP Server - Powerful Gemini API integration for Model Context Protocol w | 41 | Claude Code | 1 | 1,064 tok |
| suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op | 41 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,775 tok |
| vladkesler/initrunner Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon | 40 | Claude Code | 1 | 3,405 tok |
| tercumantanumut/sunnysideFigma-Context-MCP sunnysidemcp.vercel.app A comprehensive Model Context Protocol (MCP) server that bridges Figma designs with AI dev | 40 | Claude Code | 1 | 708 tok |
| moneo/laravel-rag moneo.com.tr A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, a | 40 | Claude Code | 1 | 881 tok |
| koki-develop/mmcp npmjs.com 🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply the | 40 | Claude Code, Codex, OpenCode | 2 | 995 tok |
| pentoai/ml-ralph Autonomous ML agent for running experiments using Claude. | 40 | Claude Code | 2 | 860 tok |
| NikiforovAll/pi-inspect nikiforovall.blog Introspection dashboard for the pi coding agent — tools, prompts, skills, and the system p | 40 | Claude Code, Codex, OpenCode | 2 | 610 tok |
| jakub-k-slys/substack-gateway-oss iam.slys.dev Stateless Substack Gateway exposing a REST API and MCP for reading profiles, posts, notes, | 40 | Claude Code, Codex, OpenCode | 2 | 3,851 tok |
| MichelKerkmeester/skilled-agent-harness_spec-driven-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti | 40 | Claude Code, Codex, OpenCode | 9 | 6,288 tok |
| sushichan044/cc-hooks-ts npmjs.com Define Claude Code hooks with full type safety. | 39 | Claude Code, Codex, GitHub Copilot, OpenCode | 37 | 1,322 tok |
| cboxdk/statamic-mcp cbox.dk MCP (Model Context Protocol) server for Statamic CMS v6 — gives AI assistants structured a | 39 | Claude Code | 1 | 15,202 tok |
| elgorro/aiquila Private AI for your Nextcloud — an MCP server (316 tools), a native Nextcloud app with cha | 39 | Claude Code | 1 | 7,050 tok |
| Nayshins/ummon The semantic layer for software engineering: Connect code to meaning, build on understan | 38 | Claude Code | 1 | 926 tok |
| nirholas/UCAI ucai.ninabrekkerese.workers.dev Universal Contract AI Interface (UCAI) 🔗 ABI to MCP | The open standard for connecting AI | 38 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 926 tok |
| AustinKelsay/nostr-mcp-server A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents | 38 | Claude Code | 1 | 727 tok |
| HIDORAKAI002/ai-workspace-archive A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP server | 38 | Claude Code, GitHub Copilot | 2 | 2,797 tok |
| boots-coder/LLM-101-CN | 38 | Claude Code | 1 | 1,550 tok |
| Artesiana/agent2 getagent2.dev Turn domain experts into production AI agents. | 37 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 12 | 2,346 tok |
| polos-dev/polos polos.dev The open-source runtime for AI agents. Sandboxed execution with built-in tools, human-in-t | 37 | Claude Code | 1 | 2,140 tok |
| frmoretto/clarity-gate clarity-gate.org Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protoco | 37 | Claude Code, Codex, OpenCode | 2 | 1,163 tok |
| zap-coding-agent/zap-coding-agent zap.justpush.cloud ZAP is a terminal-first, local AI coding agent built in Rust. It uses AST-powered codebase | 37 | Claude Code | 1 | 294 tok |
| theYahia/WWmcp theyahia.github.io MCP servers for Russian, CIS and non-Western APIs — 46 servers: Russia/CIS, Turkey, Gulf, | 37 | Claude Code | 1 | 1,574 tok |