Quickstart Guide to Building an MCP Server in Python
Model Context Protocol Quick Start Guide - 2025
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Poké-Battle
# Poké-Battle This is a Pokemon game built with FastAPI and Python, leveraging Anthropic's Claude AI through a custom Model Context Protocol (MCP) server and…
Cloudera AI MCP
# Cloudera ML Model Control Protocol (MCP) This MCP implements a Python-based integration with Cloudera Machine Learning, allowing Claude to interact with CML…
Jentic
# Jentic SDK & MCP Plugin [Beta] Jentic MCP empowers AI agent builders to discover and integrate external APIs and workflows rapidly—without writing or…
Introduction to MCP
Minimal MCP server/client example demonstrating basic calculator operations via SSE and stdio transports.Minimal MCP server/client example demonstrating basic…
Web Agent Protocol
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server
# Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server 
Zerodha MCP Server & Client
A Python-based trading assistant that connects to a Zerodha MCP server to help users manage their trading account. It integrates with Zerodha’s API via the…
Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
ollama-MCP-server
# ollama-MCP-server Ollamaと通信するModel Context Protocol (MCP) サーバー ## 概要 このMCPサーバーは、ローカルのOllama LLMインスタンスとMCP互換アプリケーションの間でシームレスな統合を可能にし、高度なタスク分解、評価、ワークフロー管理を提供します…
Azure AI Agent Service + Azure AI Search MCP Server
# Azure AI Agent Service + Azure AI Search MCP Server A Model Context Protocol (MCP) server that enables Claude Desktop to search your content using Azure AI…
MCP Python SDK Documentation
Read the docs Documentation for the MIT decentralized AI, MCP hackathon
🧳 MCP Travel Desk — A Minimal MCP Client & Server Demo
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…
Model Context Protocol (MCP)
Model Context Protocol (MCP) is a client-server protocol that enables communication between large language models (LLMs) and external tools or data sources. It…
Building a Watsonx.ai Chatbot Server with MCP in Python
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
N8n Asistans
# n8n Assistant [](https://smithery.ai/server/@onurpolat05/n8n-assistant) This project…
Terminal-based Chat Client with MCP Server Integration
A terminal-based chat client that connects to an MCP server and integrates with OpenAI's API, including a weather service as an example of MCP functionality…
MCP based Math Drawing Client
Agentic MCP Client Server that solves a math task and draws output in rectangle in a drawing app.
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
Contextual MCP Server
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…
Manim MCP Server
# Manim MCP Server  ## Overview This is an MCP (Model Context Protocol) server that executes Manim animation code and…
Thirdweb Mcp
# thirdweb AI _AI Agents with Onchain Intelligence_ ## 📖 Overview thirdweb AI is thirdweb's comprehensive toolkit for blockchain data analysis, wallet…
Void MCP Server
# Void MCP Server This project provides a Model Context Protocol (MCP) server for managing LLM context data. A small utility `run_local.py` can launch a local…
mcp_starter_cli
CLI tool to scaffold, run, and test MCP servers locally with Node.js or Python, integrated with Claude and OpenAI key injection and auto-link to Claude Desktop.