go-mcp-demo
go-mcp-demo is an MCP Server and Client demo built on mark3labs/mcp-go that integrates with Ollama to enable local large language models to call tools via…
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WordNet MCP 服务
# WordNet MCP 服务 这是一个基于WordNet的Model Context Protocol (MCP) 服务实现，提供词汇查询功能，包括同义词、反义词、上下位词和定义等。 ## 项目地址 GitHub…
Rhombus MCP Server
An MCP server implementation that integrates the Rhombus API to provide Chatbot tools.
Model Context Protocol(MCP) 编程极速入门
This is a step‑by‑step tutorial that teaches how to build a Model Context Protocol (MCP) server and client from scratch using Python 3.11 and the uv package…
AWS Resources
Provides a Python-based interface for executing AWS queries across services like S3 and CodePipeline, enabling DevOps tasks and cloud resource management.
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
mcp-get
\# mcp-get A command-line tool for installing and managing Model Context Protocol (MCP) servers. ## About Model Context Protocol The Model Context Protocol…
MCP Client Example ☀️
MCP Client Example ☀️ is a demonstrative client-server implementation using the Model Context Protocol (MCP). It shows how to connect a large language model…
akshare_mcp
aksharemcp is an MCP (Model Context Protocol) server wrapper that exposes all data interfaces from the AKShare financial data library as tools for MCP clients…
Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
MCP USDA Server
MCP USDA Server is a modular MCP (Model Context Protocol) server template for fetching and formatting agricultural data from the USDA Foreign Agricultural…
MCP File Reader Server
# MCP File Reader Server This project provides a simple MCP (Model-Control-Protocol) server for reading files, runnable in two modes: 1. **Stdio Mode…
nativeMCP
这是一个由C++编写的MCP系统，包括MCP核心架构的host、client和server
Outlook MCP Server
# 🤖 Outlook MCP Server **AI-powered email management for Microsoft Outlook** - Search, compose, organize, and batch forward emails with natural language…
Readium Mcp Server - Git To Markdown
# Readium MCP <p align="center"> <img src="https://raw.githubusercontent.com/pablotoledo/readium/main/logo.webp" alt="Readium MCP" width="200"> </p> [
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Fetch Agents
AI-powered code analysis and context optimization tools. Slim large code files to relevant sections (save 60-80% tokens), compress text, analyze conversations…
Stakpak Agent CLI
Ship your code, on autopilot. An open source agent that lives on your machines 24/7 and keeps your apps running. 🦀
MySSL MCP Server
MySSL MCP Server is a site inspection tool from TrustAsia (MySSL.com) that checks site security certificates. It integrates with LLM models via the Model…
Aspro.cloud Unofficial Mcp
A Model Context Protocol server that exposes the Aspro.Cloud REST API to LLM clients. The server ships with the bundled OpenAPI spec, so the model can discover…
Amazon Products
Connect your LLM to Amazon’s product catalog and display real-time results directly in chat. Easily browse, compare, and buy products — all inside your AI…
Bitcoin MCP Server
# Bitcoin MCP Server This project provides a Model Context Protocol (MCP) server for Bitcoin price information. ## Building the Project To build the project…
Deep-Co
A Chat Client for LLMs, written in Compose Multiplatform.
Touchpoint
Playwright for the entire OS. Give AI agents the ability to see, find, and interact with UI elements in any desktop application — native apps, Electron apps…