2,464 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 agents7,410Claude Code6,578Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| nonatofabio/local_faiss_mcp Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search fo | 33 | Claude Code | 1 | 1,676 tok |
| sfc-gh-dflippo/snowflake-dbt-demo This project demonstrates many of dbt's features when used with the Snowflake Data Cloud | 33 | Claude Code, Codex, OpenCode | 24 | 10,406 tok |
| frmoretto/clarity-gate clarity-gate.org Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protoco | 33 | Claude Code, Codex, OpenCode | 2 | 1,163 tok |
| AbdullahHameedKhan/karpathy-ponytail-skills Karpathy's LLM coding guidelines merged with Ponytail's laziness ladder, think before codi | 33 | Claude Code, Codex, OpenCode | 2 | 2,217 tok |
| ethancod1ng/binance-mcp-server npmjs.com A Model Context Protocol (MCP) server for integrating AI assistants with Binance cryptocur | 32 | Claude Code | 1 | 1,141 tok |
| arcadeai-labs/agent-library arcadeai-labs.github.io Agent Library personal knowledge base with a search and retrieval system MCP Server and CL | 32 | Claude Code | 1 | 4,612 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 | 32 | Claude Code | 1 | 294 tok |
| willibrandon/NetContextServer A .NET implementation of the Model Context Protocol enabling AI assistants to explore and | 32 | Claude Code | 1 | 776 tok |
| DumplingAI/mcp-server-dumplingai MCP (Model Context Protocol) server for Dumpling AI | 31 | Claude Code | 1 | 70 tok |
| alexanderop/mcp-server-starter-ts A minimal TypeScript starter template for building Model Context Protocol (MCP) servers. | 31 | Claude Code | 3 | 800 tok |
| klever-io/mcp-klever-vm MCP server for Klever blockchain smart contract development | 31 | Claude Code | 1 | 1,840 tok |
| lourencomaciel/sift-gateway pypi.org Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JS | 31 | Claude Code | 1 | 1,640 tok |
| townsendmerino/ken Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble. | 31 | Claude Code, Codex | 2 | 7,194 tok |
| laurigates/foundryvtt-mcp A Model Context Protocol (MCP) server that integrates with FoundryVTT, allowing AI assista | 31 | Claude Code | 2 | 936 tok |
| kts982/mcp-sap-gui MCP server for SAP GUI for Windows automation via the SAP GUI Scripting API. | 31 | Claude Code | 3 | — |
| Emily2040/nano-banana-image-skill Production-grade, agent-portable image prompting skill for Nano Banana Pro and Nano Banana | 30 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 908 tok |
| samuraikun/aws-s3-mcp MCP server to integrate AWS S3 and LLM | 30 | Claude Code | 1 | 1,096 tok |
| Shin-sibainu/google-search-console-mcp-server Model Context Protocol server for Google Search Console API - integrate with Claude Code a | 30 | Claude Code | 1 | 1,217 tok |
| kpavlov/tachyon deepwiki.com 💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Stre | 30 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 980 tok |
| anzax/dockashell DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MC | 30 | Claude Code, Codex, OpenCode | 2 | 867 tok |
| verygoodplugins/mcp-local-wp MCP server for WordPress database access via Local by Flywheel | 30 | Claude Code | 1 | 1,088 tok |
| suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op | 30 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,876 tok |
| nidhinjs/prompt-mini A Claude Code plugin that stops vague prompts before they run. Detects your stack, asks ta | 29 | Claude Code | 1 | 1,208 tok |
| jtalk22/slack-mcp-server mcp.revasserlabs.com Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted | 29 | Claude Code | 2 | 2,198 tok |
| wyattjoh/imessage-mcp A Model Context Protocol server for reading iMessage data from macOS. | 29 | Claude Code | 1 | 1,141 tok |
| mintuz/skills My collection of Claude Code Agents & Skills for web and iOS Development | 29 | Claude Code, Codex, OpenCode | 2 | 3,671 tok |
| ekingunoncu/izan.io izan.io Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds | 28 | Claude Code | 1 | 1,172 tok |
| systempromptio/systemprompt-template systemprompt.io AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a sin | 28 | Claude Code, Codex, OpenCode | 3 | 5,635 tok |
| NERVsystems/osmmcp OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context P | 28 | Claude Code | 1 | 2,107 tok |
| frozenlib/mcp-attr A library for declaratively building Model Context Protocol servers. | 28 | Claude Code | 1 | 2,068 tok |
| nirholas/mcp-notify nirholas.github.io Monitor the Model Context Protocol (MCP) Registry for new, updated, and removed servers. G | 28 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 827 tok |
| ProfSynapse/Synaptic-Tuner | 28 | Claude Code, Codex, OpenCode | 14 | 6,355 tok |
| theYahia/WWmcp theyahia.github.io MCP servers for Russian, CIS and non-Western APIs — 46 servers: Russia/CIS, Turkey, Gulf, | 28 | Claude Code | 1 | 1,574 tok |
| codingthefuturewithai/rag-retriever A Python application that loads and processes both web pages and local documents, indexing | 27 | Claude Code | 11 | 2,759 tok |
| NikiforovAll/mcp-template-dotnet nikiforovall.blog This repository contains a template for creating a Model Context Protocol (MCP) applicatio | 27 | Claude Code | 2 | — |
| manusa/ai-cli ai-cli lets you go from zero to AI-powered in seconds in a safe, automated and tailored wa | 27 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,248 tok |
| akougkas/zulipchat-mcp pypi.org ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip C | 27 | Claude Code, Codex, OpenCode | 3 | 5,795 tok |
| CaicoLeung/bob-plugin-ollama-translator Bob translation plugin: integrates Ollama/OpenAI/DeepSeek/Grok/Claude/Gemini/Zhipu and oth | 27 | Claude Code, Codex, OpenCode | 2 | 3,747 tok |
| verygoodplugins/mcp-freescout An MCP (Model Context Protocol) server for FreeScout helpdesk ticket management and workfl | 27 | Claude Code, Codex, OpenCode | 3 | 417 tok |
| vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki | 26 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,209 tok |
| jakub-k-slys/substack-gateway-oss iam.slys.dev Stateless Substack Gateway exposing a REST API and MCP for reading profiles, posts, notes, | 26 | Claude Code, Codex, OpenCode | 2 | 3,556 tok |
| hong-chu/claude-certified-architect-foundations-llm-wiki Unofficial domain-organized study wiki for the Claude Certified Architect – Foundations (C | 26 | Claude Code | 1 | 2,700 tok |
| openmirlab/all-in-one-infer An enhanced version of All-In-One with integrated source separation and modern PyTorch com | 26 | Claude Code | 1 | 1,499 tok |
| tianbing1230/CFPS-Panel-Data-Cleaning-Pipeline CFPS panel data cleaning workflow, with extensive cross-wave harmonization and imputation | 26 | Claude Code, Codex, OpenCode | 2 | 1,965 tok |
| Tele-AI/TeleFuser tele-ai.github.io High-performance runtime for real-time multimodal generation and world models—streaming i | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 2,177 tok |
| chappyasel/meta-kb A self-improving knowledge base about LLM agent infrastructure | 25 | Claude Code | 1 | 903 tok |
| youdotcom-oss/dx-toolkit Open-source toolkit enabling developers to integrate You.com's AI capabilities into their | 25 | Claude Code, Codex, OpenCode | 4 | 1,319 tok |
| crazyrabbitLTC/mcp-twitter-server Model Context Protocol Server for Accessing twitter | 25 | Claude Code | 1 | 642 tok |
| jmanhype/mcp-flux-studio A Model Context Protocol server for Flux image generation, providing tools for image gener | 25 | Claude Code | 1 | 525 tok |
| dipseth/google_workspace_fastmcp2 FastMCP2 server for Google Drive uploads with Qdrant-powered semantic search | 25 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 5 | 5,766 tok |