27 个#generative-ai MCP 服务器和客户端

MCP Gateway

IBM

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Agentic Radar

splx-ai

A security scanner for your LLM agentic workflows

MCP Client for Ollama (ollmcp)

jonigl

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved pre

Unreal Engine Generative AI Support Plugin

prajwalshettydev

Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi, ElevenLabs TTS, Inworld, OpenRouter, Groq, GLM, Ollama, Local, Meshy, Tripo, Hunyuan3D, Rodin, fal, Dashscope, Seedream. NPC AI, agenti

MCP Gateway

lasso-security

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

Opik Mcp

comet-ml

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

🤖 Agenite

subeshb1

🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama.

Grumpy Senior Developer as MCP server

sinedied

Let the grumpy senior dev review your code with this MCP server

DiffuGen - Advanced Local Image Generator with MCP Integration

CLOUDWERX-DEV

DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP), it provides a seamless way to interact with various Stable Diffusion models including Flux, SDXL, SD3, and SD1.5. Diffugen also features an OpenAPI Serve

SQLGenius - AI-Powered SQL Assistant

pawankumar94

SQLGenius is an AI-powered SQL assistant that converts natural language to SQL queries using Vertex AI's Gemini Pro. Built with MCP and Streamlit, it provides an intuitive interface for BigQuery data exploration with real-time visualization and schema management.

MCPet

shreyaskarnik

This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care and interaction.

Sample Building Mcp Servers With Rust

aws-samples

This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants

AI Publications 📚

jonigl

Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration.

🧠 Model Context Protocol (MCP)

Ginga1402

Demo of implementation of MCP using Langchain MCP Adapters and Ollama

Wikipedia MCP Server

danbunnell

A simple MCP Server in Python for working with Wikipedia topic content in a GenAI context

Nova3D

RareSense

Structured, part-aware 3D generation for AI agents. Generates named-part GLB assets with intact hierarchy, real joints, and browser-based editing sessions.

MCP - Model Context Protocol

AdiGo22

MCP Server using TypeScript and JavaScript made with official MCP docs handling US Weather data having context for two tools - showing weather forecast and weather alerts for US based location. Used Zod for data validation and architectured two folders - src and build , developme

Cockroachdb MCP Server

amineelkouhen

The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.

MCP Server Cybersecurity News

forgeai-it

Implementazione di un server MCP integrabile con Claude Desktop che consente di accedere alle ultime notizie sulla cybersecurity da vari siti web.

Fal AI MCP Server

piebro

An MCP (Model Context Protocol) Server to use the fal.ai APIs to generate images and videos.

MCP Server using Amazon Q Business Cross App index

windson

MCP Server using Amazon Q Business Cross App index

Ntealan Apis Mcp Server

Levis0045

A modular, extensible Model Context Protocol (MCP) server for NTeALan REST APIs dictionaries and contributions. This project provides a unified interface for managing dictionary data, articles, and user contributions, and is designed for easy integration and extension.

Promptibus Mcp

promptibus

Model intelligence for AI agents — syntax, parameters, pricing, and routing for 67+ generative AI models (Midjourney, Flux, Suno, Runway, DALL-E, Stable Diffusion). 7 tools that let any MCP client recommend, compare, optimize, and price AI model calls.

Scaffold

Beer-Bears

Scaffold is a specialized RAG system that transforms entire codebase into a living knowledge graph, capturing the deep structural relationships between files, classes, and functions. This provides AI agents with the crucial context to accurately understand, maintain, and reason a

Picsart Genai MCP

PicsArt

**Picsart MCP — 150+ AI Models for Images, Video & Audio, One Connection**

🧳 MCP Travel Desk — A Minimal MCP Client & Server Demo

ChaitanyaK77

This project demonstrates how to build a minimal MCP server using the `mcp` Python SDK and connect it to Claude Desktop as a client. It simulates a simple Travel Desk system with tools to submit, view, and track employee travel requests — all accessible directly from Claude's int

MCP Server Cybersecurity News

enggpt-it

Implementazione di un server MCP integrabile con Claude Desktop che consente di accedere alle ultime notizie sulla cybersecurity da vari siti web.