3,698 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 agents7,450Claude Code6,586Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| AnalyticAce/binance-mcp-server analyticace.github.io Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Des | 47 | GitHub Copilot | 1 | 1,190 tok |
| Arkya-AI/claude-additional-models-mcp arkya.ai Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's GLM-5 (744B | 47 | Claude Code | 1 | 4,378 tok |
| symfony/ai-demo symfony.com Symfony AI Demo Application | 47 | Claude Code, Codex, OpenCode | 4 | 1,845 tok |
| neul-labs/fast-litellm fast-litellm.neullabs.com High-performance Rust acceleration for LiteLLM - providing significant performance improve | 47 | Claude Code | 1 | 1,987 tok |
| hoangsonww/AI-RAG-Assistant-Chatbot lumina-david.vercel.app 👨🏻💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector | 47 | Claude Code, Codex, OpenCode | 14 | 1,788 tok |
| grafana/mcp-k6 k6 MCP server | 47 | Claude Code, Codex, OpenCode | 2 | 2,598 tok |
| Rootly-AI-Labs/rootly-graphify-importer rootly.com Turn Rootly incidents, alerts, and teams into a queryable knowledge graph. Visualize servi | 47 | Codex, OpenCode | 1 | 4,539 tok |
| agentcommunity/agent-identity-discovery aid.agentcommunity.org Agent Interface Discovery | 47 | Claude Code, Codex, OpenCode | 2 | 3,102 tok |
| blackwell-systems/gcf gcformat.com The AI-native wire format for structured data. 100% comprehension on every frontier model. | 47 | Claude Code | 1 | 2,473 tok |
| 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 |
| LyoSU/capka capka.app Capka AI — An open-source, self-hosted sandbox for AI agents. A community-driven alternati | 47 | Claude Code, Codex, OpenCode | 2 | 7,594 tok |
| MrDoe/OpenCodeRAG OpenCodeRAG is a RAG (Retrieval-Augmented Generation) plugin for semantic code search powe | 47 | Codex, OpenCode | 1 | 2,603 tok |
| seamus-brady/springdrift springdrift.ai A persistent runtime for long-lived LLM agents | 46 | Claude Code | 1 | 25,304 tok |
| NERVsystems/llm9p LLM exposed as a 9P filesystem | 46 | Claude Code | 1 | 2,810 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 |
| haabe/mycelium AI made building cheap. It didn't make deciding cheap. Mycelium is a Claude Code harness t | 45 | Claude Code, Codex, OpenCode | 3 | 8,989 tok |
| AtomGraph/Web-Algebra pypi.org Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools | 45 | Claude Code | 1 | 897 tok |
| nickytonline/dev-to-mcp nickyt.co A remote Model Context Protocol (MCP) server for interacting with the dev.to public API wi | 45 | Claude Code, GitHub Copilot, Cursor | 3 | 2,352 tok |
| CarlosVallejoRuiz/slurp Token-budget-aware graph navigation for AI coding agents. Serve exactly the noodles your L | 45 | Claude Code, Codex | 3 | 10,780 tok |
| heavy3-ai/code-audit Heavy3 Code Audit: Agent skill that uses multi-model consensus to review plans, code, and | 45 | Claude Code | 1 | 849 tok |
| floomhq/floom floom.dev AI runtime for creating, running, and supervising background AI workers. | 45 | Codex, OpenCode | 1 | 808 tok |
| marlonluo2018/pandas-mcp-server | 45 | Claude Code | 1 | 1,046 tok |
| AutomatosAI/automatos-ai automatos.app Automatos AI: Open-source platform for advanced context engineering and multi-agent orches | 45 | Claude Code | 8 | 2,054 tok |
| obris-dev/openmagpie openmagpie.ai Open-source, self-hostable social listening. | 45 | Claude Code, Codex, OpenCode | 2 | 2,592 tok |
| opencues/opencues opencues.com Turn any text field into a two-way LLM channel: it reads what you write and fills what you | 45 | Claude Code | 1 | 29,902 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 |
| A3RDLab/LLM-dev-demo Hands-on examples for LLM application development, including agents, RAG, MCP, structured | 44 | Codex, OpenCode | 1 | 1,682 tok |
| geval-labs/geval geval.io Decision orchestration and reconciliation for AI changes. | 44 | GitHub Copilot | 1 | 846 tok |
| cafferychen777/ChatSpatial docs.cafferyang.com MCP server for spatial transcriptomics analysis through natural language interfaces. | 44 | Claude Code | 9 | — |
| pasie15/meshy-ai-mcp-server meshy.ai This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It pr | 44 | Claude Code | 1 | 590 tok |
| pavanbadempet/AI-Healthcare-System pavanbadempet.github.io AI Data Engineering Healthcare Platform: PySpark Medallion Lakehouse, Airflow DAGs, 5 ML M | 44 | Codex, GitHub Copilot, OpenCode | 5 | 2,398 tok |
| eighteendreamer/Ai_Test_Agent eapi.site Yuce Tianjian · AI testing platform: Web version (LLM + browser automation testing, discon | 44 | Claude Code | 1 | — |
| ailake-io/ai-lakehouse AI-Lake Format: self-contained Parquet + HNSW index — unifying tabular data, embeddings, a | 44 | Claude Code | 1 | 33,745 tok |
| chatwork/chatwork-mcp-server MCP (Model Context Protocol) server for operating Chatwork through AI | 44 | Claude Code | 1 | 670 tok |
| cloud-ru-tech/mcp-server-mattermost mcp-server-mattermost.readthedocs.io MCP server for Mattermost — let Claude, Cursor, and other AI assistants work with channels | 44 | Claude Code, Codex, OpenCode | 2 | 2,444 tok |
| jonaschen/Android-Software A Hierarchical AI Agent Skill Set for managing AOSP platform integration, built on an MMU- | 44 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,760 tok |
| Epochal-dev/open-notebook-mcp MCP server for an Open Source implementation of Notebook LM: Open Notebook | 44 | Codex, OpenCode | 1 | 3,133 tok |
| KBThree13/mcp_espn_ff ESPN Fantasy API with LLMs! | 44 | Claude Code | 1 | 812 tok |
| mgifford/accessibility-skills A collection of Claude Skill to mirror https://mgifford.github.io/ACCESSIBILITY.md | 44 | Codex, OpenCode | 1 | 751 tok |
| synaptiai/prompt-decorators synaptiai.github.io A standardized framework for enhancing how LLMs process and respond to prompts through com | 43 | Cursor | 1 | 23,596 tok |
| jacksonjp0311-gif/Perci Compact, local-first neuro-symbolic assistant in Rust with a 200 MiB Bitwork cognitive mod | 43 | Codex, OpenCode | 1 | 1,407 tok |
| aliou/pi-synthetic Pi provider for Synthetic - open-source models via OpenAI-compatible API | 43 | Claude Code, Codex, OpenCode | 2 | 2,049 tok |
| Bioliminal/ML_RandD_Server Bioliminal ML research & development server | 43 | Claude Code | 1 | 1,337 tok |
| TAJD/projektor tajd.github.io Self hosted Wiki + Jira-style AI native issue tracker on Cloudflare Workers | 43 | Claude Code, Codex, OpenCode | 2 | 7,583 tok |
| vaquarkhan/data-engineering-agent-skills vaquarkhan.github.io Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform prese | 43 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,482 tok |
| agentjido/jidoka jido.run Developer-friendly LLM agent harness built on Jido and Jido AI | 42 | Codex, OpenCode | 1 | 196 tok |
| chrisryugj/schoolinfo-mcp school.gomdori.app School Info disclosure MCP server + CLI — helps parents easily check their child's school | 42 | Claude Code | 1 | 822 tok |
| oxbshw/Agent-Span The Web Access Gateway for AI Agents — 52 channels, 92 MCP tools, 9 SDKs, self-healing bac | 42 | Codex, OpenCode | 1 | 700 tok |
| ifokeev/telegram-ai-agent Telegram AI Agent: A powerful Python library for creating AI-powered Telegram bots | 42 | Cursor | 1 | 423 tok |
| ActiveInferenceInstitute/ActiveInferenceJournal Transcripts, metadata, captions, and translations from the Active Inference Institute's vi | 42 | Codex, OpenCode | 1 | 566 tok |