MCP-API-Server

Rishavv007/MCP-API-Server

3.1
ai_chatbot

If you are the rightful owner of MCP-API-Server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.

MCP-Wikipedia-API-Server

A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok. This project implements a Model Context Protocol (MCP) server using FastAPI to allow AI assistants to fetch Wikipedia summaries. The server is deployed on Google Colab and exposed via Ngrok.

Features

Fetches Wikipedia summaries based on user queries
Runs as an MCP-compatible server for AI interactions
Uses FastAPI and Wikipedia API
Works with Google Colab + Ngrok for quick deployment

How to Run in Google Colab

Install Required Dependencies

Run this command in a Colab cell:

!pip install fastapi uvicorn pyngrok requests wikipedia-api nest_asyncio

Authenticate Ngrok

Run this command in a Colab cell:

!ngrok config add-authtoken YOUR_TOKEN

Related MCP Servers

View all ai_chatbot servers →
claude-task-master

claude-task-master

4.8

by eyaltoledano

Task Master is a task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI.

ai_chatbot
biomcp

biomcp

4.6

by genomoncology

BioMCP is an open-source toolkit designed to enhance AI assistants with specialized biomedical knowledge by connecting them to authoritative biomedical data sources.

research_and_data
tavily-mcp

tavily-mcp

4.5

by tavily-ai

The Tavily MCP server is a Model Context Protocol server that integrates with AI systems to provide real-time web search and data extraction capabilities.

browser_automation
paelladoc

paelladoc

4.5

by jlcases

PAELLADOC is an AI-First Development framework implementing the Model Context Protocol (MCP) to enhance LLM interactions with external tools and context.

ai_chatbot
pg-mcp-server

pg-mcp-server

4.4

by stuzero

unknown

databases
HowToCook-mcp

HowToCook-mcp

4.3

by worryzyy

HowToCook-MCP Server is a Model Context Protocol server that transforms AI assistants into personal chefs, helping users plan meals and recommend recipes.

ai_chatbot
github-mcp-server

github-mcp-server

4.1

by github

The GitHub MCP Server is a Model Context Protocol server that integrates with GitHub APIs for automation and interaction.

developer_tools
ai-agent-marketplace-index-mcp

ai-agent-marketplace-index-mcp

4.1

by AI-Agent-Hub

MCP Server for AI Agent Marketplace Index from DeepNLP, allowing AI assistants to search available AI agents by keywords or categories.

browser_automation
gateway

gateway

4.0

by centralmind

CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.

databases
magic-mcp

magic-mcp

3.8

by 21st-dev

Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.

developer_tools
ableton-mcp

ableton-mcp

3.8

by ahujasid

AbletonMCP connects Ableton Live to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Ableton Live.

ai_chatbot
blender-mcp

blender-mcp

3.8

by ahujasid

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), enabling prompt-assisted 3D modeling, scene creation, and manipulation.

entertainment_and_media
modelcontextprotocol

modelcontextprotocol

3.8

by ppl-ai

The Perplexity Ask MCP Server integrates the Sonar API to provide Claude with real-time, web-wide research capabilities.

research_and_data
mcp-crawl4ai-rag

mcp-crawl4ai-rag

3.8

by coleam00

Crawl4AI RAG MCP Server is a powerful implementation of the Model Context Protocol (MCP) integrated with Crawl4AI and Supabase, providing AI agents and AI coding assistants with advanced web crawling and RAG capabilities.

browser_automation
whatsapp-mcp

whatsapp-mcp

3.8

by lharries

This is a Model Context Protocol (MCP) server for WhatsApp, allowing users to interact with their WhatsApp messages and contacts through an LLM like Claude.

communication
mcp-server-whisper

mcp-server-whisper

3.8

by arcaputo3

MCP Server Whisper is a Model Context Protocol server designed for advanced audio transcription and processing using OpenAI's Whisper and GPT-4o models.

ai_chatbot
unreal-mcp

unreal-mcp

3.8

by chongdashu

This project enables AI assistant clients like Cursor, Windsurf, and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

developer_tools
hyper-mcp

hyper-mcp

3.7

by tuananh

hyper-mcp is a fast, secure MCP server that extends its capabilities through WebAssembly plugins.

ai_chatbot
Tianji

Tianji

3.7

by msgbyte

A server based on Model Context Protocol (MCP) that provides tools for interacting with the Tianji platform.

ai_chatbot
mcp-deepseek-demo

mcp-deepseek-demo

3.7

by Ulanxx

MCP DeepSeek 演示项目是一个基于 Model Context Protocol (MCP) 的客户端应用，用于与 DeepSeek AI 模型进行交互。

communication
k8m

k8m

3.7

by weibaohui

K8M is an AI-driven lightweight Kubernetes dashboard designed to simplify cluster management.

ai_chatbot
UnityMCP

UnityMCP

3.7

by Arodoid

UnityMCP is a Unity Editor plugin that integrates the Model Context Protocol (MCP) for seamless interaction between Unity and AI assistants.

developer_tools
MCP Component Server

MCP Component Server

3.7

by baidubce

The MCP Component Server is a FastMCP server-based implementation that converts AppBuilder Components into FastMCP tools, enabling seamless integration of Baidu cloud AI services into MCP-compatible environments.

cloud_platforms
Baidu AI Search

Baidu AI Search

3.7

by baidubce

Baidu AI Search integrates Baidu's search capabilities with large language model technology to provide intelligent responses with real-time web information references.

research_and_data
enrichmcp

enrichmcp

3.7

by featureform

MCPEngine is a production-grade, HTTP-first implementation of the Model Context Protocol (MCP), providing a secure, scalable, and modern framework for exposing data, tools, and prompts to Large Language Models (LLMs) via MCP.

developer_tools
chroma-mcp

chroma-mcp

3.7

by chroma-core

Chroma MCP Server is an open-source embedding database server that facilitates the integration of LLM applications with external data sources using the Model Context Protocol.

databases
obsidian-mcp-tools

obsidian-mcp-tools

3.6

by jacksteamdev

MCP Tools for Obsidian enables AI applications like Claude Desktop to securely access and work with your Obsidian vault through the Model Context Protocol (MCP).

ai_chatbot