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MCP servers tagged genai
73 live MCP servers tagged "genai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with genai.
Lemonade
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk
Awesome MCP Servers
A comprehensive collection of Model Context Protocol (MCP) servers
pydantic/pydantic-ai/mcp-run-python
GenAI Agent Framework, the Pydantic way
Adk Go
An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
SDK Python
A model-driven approach to building AI agents in just a few lines of code.
Embabel Agent
Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/
Agentset
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
AI Gateway
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
rohitg00/kubectl-mcp-server
A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-server
Massgen
🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-q…
Witsy
Witsy: desktop AI assistant / universal MCP client
Wazuh MCP Server
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance ch…
Awesome Devops MCP Servers
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
Easy Vibe
vibe coding from 0 to 1 ｜ vibecoding 零基础教程 ｜ 产品原型、AI 能力集成、前后端开发、多平台应用开发教程
Tools
A set of tools that gives agents powerful capabilities.
Lightmem
[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation
Toolbox SDK Python
Python SDK for interacting with the MCP Toolbox for Databases.
Volcano Agent SDK
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.
Gateway
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
Sample Agentic AI Demos
Collection of examples of how to use Model Context Protocol with AWS.
Server
This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.
Remote Swe Agents
Autonomous SWE agent working in the cloud! (a.k.a. Vibe coding with Bedrock)
avivsinai/langfuse-mcp
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Awesome Production Genai
A curated list of awesome open source libraries to deploy, monitor, version and scale your generative artificial intelligence applications and systems
zenml-io/mcp-zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
RAG App On AWS
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authenticat…
Next Gen UI Agent
The goal of this AI agent is to generate personalised and rich UI components based on the user prompt, chat history and backend data provided by other agents in your AI assistant.
urlDNA
urlDNA MCP server
Flight Search
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search
Nasdaq Data Link
A Nasdaq Data Link MCP (Model Context Protocol) Server
Sample Agentic AI Web
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, an…
GenAI Agents
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intellig…
Agents Towards Production
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable…
MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation…
Auto Dev
🧙AutoDev: the AI-native Multi-Agent development platform built on Kotlin Multiplatform, covering all 7 phases of SDLC.
Optillm
Optimizing inference proxy for LLMs
Genaiscript
Automatable GenAI Scripting
Pixeltable
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
Harness SDK
A model-driven approach to building AI agents in just a few lines of code.
Haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over…
Luma API MCP
Powered by Ray (video) and Photon (image) models by Luma AI
Unreal MCP
Unreal Engine MCP server for Claude Desktop (early alpha preview)
Samples
Agent samples built using the Strands Agents SDK.
DevoxxGenieIDEAPlugin
DevoxxGenie is a plugin for IntelliJ IDEA that uses local LLM's (Ollama, LMStudio, GPT4All, Jan and Llama.cpp) and Cloud based LLMs to help review, test, explain your project code…
CreateMVP
Create MVPs with AI in seconds
Nebulagraph MCP Server
Model Context Protocol Server for NebulaGraph 3.x
Rabbitmq
MCP server for RabbitMQ
Genai Eshop Semantic Kernel
Practical GenAI-Eshop application using Semantic Kernel, multi-agent orchestrations, Mcp tools, A2A Agents, Semantic Search, Aspire and more.
code-graph
A code-graph demo using GraphRAG-SDK and FalkorDB
sanyambassi/thales-cdsp-crdp-mcp-server
MCP server for Thales CipherTrust RESTful Data Protection (CRDP)