Categories

Multi-Capable-Processing-MCP-Smart-Agent

by AdadAlShabab

It is a modular and extensible AI agentic server system that connects specialized agents through a central REST API. These agents can analyze code repositories, fetch external data (like weather), generate text summaries, and remember past interactions using a persistent memory manager.

mcp-server-zoom-noauth

by peakmojo

A MCP server for accessing Zoom recordings and transcripts without requiring direct authentication from the end user.

meta-api-mcp-server

by savhascelik

A user-friendly editor tool has been developed to create or edit JSON configuration files:

google-play-mcp

by gojoel

MCP server for managing apps on Google Play,

spring-mcp-bridge

by brunosantoslab

Spring MCP Bridge is a tool that automatically converts REST endpoints from Spring Boot applications into an MCP (Message Conversation Protocol) server, allowing AI assistants like Claude, Cursor, and other MCP-compatible tools to directly interact with your APIs.

MCP-Quantum-Server

by UjjwalSaini07

Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custom alerts via email, ensuring smarter workflows.

unofficial_mapy_com_mcp

by 07pepa

An simlpe mcp server for mapy.com

spotify-mcp-server

by NextFire

Spotify MCP server generated from the OpenAPI specification

mcp-claude-hackernews

by imprvhub

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

mcp-servers

by cploutarchou

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

mcp-remote-call-ping-pong

by kimtth

🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

appdog

by Arya711139

Compose and generate effortlessly MCP servers from any OpenAPI specifications

my-crypto-mcp

by 0xanpham

This Model Context Protocol (MCP) server provides cryptocurrency information through Claude Desktop. It connects to the CoinMarketCap API to fetch real-time cryptocurrency data.

firecrawl-simple-mcp

by Sacode

MCP server for Firecrawl Simple — a web scraping and site mapping tool enabling LLMs to access and process web content

MCP-Quantum-Server

by bakietd

Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custom alerts via email, ensuring smarter workflows.

twitter-mcp

by Dishant27

Model Context Protocol server for Twitter integration. can be used to perform CRUD like operations using the twitter API in the background

x-twitter-mcp-server

by rafaljanicki

X/Twitter MCP server

WeatherMCP

by shujink0

A Model Context Protocol (MCP) server for Weather API implemented in Go, leveraging mcp-go. Based on the tutorial https://modelcontextprotocol.io/quickstart/server

MarketScope-AI-Powered-Industry-Segment-Intelligence-Platform

by BigDataTeam5

This is our final project , in this we have utlized langgraph coupled with various mcp server mounted of fastapi using fastmcp to create mutlifaceted application for healthcare vendor to make them understand more about their product performance and provide suggestions and strategies

mcp-servers

by gunbun33

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

mcp-claude-hackernews

by mpress001

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

MCP-Server

by sushant1827

This repository contains workflow configurations for a Model Context Protocol (MCP) server that integrates AI capabilities with n8n automation platform.

google-search-mcp-server

by eggplantiny

google search model context server with fetch api (unofficial)

web-scraping-with-mcp

by luminati-io

Example MCP server and instructions for connecting Anthropic LLMs to external web scraping tools, with real-world examples and Bright Data integration.

local-api-mcp-python

by AdsPower

MCP server for using the AdsPower LocalAPI

GemForge-MCP

by PV-Bhat

MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

salesforce-mcp

by salesforce-mcp

Salesforce MCP. An MCP server for Salesforce. Allows LLMs to interact with Salesforce data & metadata

Hands-on-MCP

by ankitmishralive

A simple MCP (Model Context Protocol) server that provides weather alert information for US states, leveraging the National Weather Service (NWS) API. It also includes an example client application that demonstrates how to interact with the MCP server using the mcp_use library.

mcp-fitbit

by TheDigitalNinja

Fitbit MCP server

buildinglink-mcp

by johnagan

MCP server for BuildingLink

aws-serverless-mcp

by daaru00

MCP Server implementation with AWS Serverless services.

reddit-mcp

by Arindam200

Model Context Protocol server implementation for Reddit

etabs-mcp-server-local-embeddings

by PriyankGodhat

MCP Server using local embeddings to search user-provided ETABS documentation.

tufin-mcp

by stonecircle82

Bridge Tufin APIs to AI workflows: An open-source REST server with RBAC for SecureTrack and SecureChange integration.

github_graphql_api_mcp

by wanzunz

A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval capabilities through GraphQL.

rulego-server

by rulego

A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.

Google_Calendar_MCP

by rsc1102

Model Context Protocol (MCP) server that integrates with the Google Calendar API

mcp_calculator

by KeerthiNingegowda

A simple calculator app with MCP compliant server and client

MCP-GROQ

by rahulsamant37

This project implements a suite of AI tools built on the Machine Communication Protocol (MCP) framework. Each tool leverages large language models through a client-server architecture to provide specialized functionality for search, mathematics, and news retrieval operations.

serper-mcp-server

by garylab

A Serper MCP Server

mcp-mindmesh

by 7ossamfarid

Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.

mcp-canvas-lms

by MisterCommand

MCP server for accessing the Canvas LMS for students

agentic-mcp-client

by peakmojo

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

twitterapi.io-mcp

by DevRico003

MCP server enabling LLMs to access Twitter data (tweets, users, etc.) via the TwitterAPI.io service. Provides structured resources and tools for AI assistants.

subspace-api

by subtype-space

An express-based RESTful API and Model Context Protocol (MCP) server for services used by subtype.space. Please note the GitHub repository is a downstream mirror, and updates may be late.

volcengine-mcp-server

by goofun

Volcegine MCP Server

trello-report-mcp

by GuilhermeBarroso-sys

A Model Context Protocol (MCP) server for generating Trello board reports by quarter or year. This tool allows you to generate detailed reports of your Trello boards' activity for specific time periods.

linkedin_mcp

by Rayyan9477

A powerful Model Context Protocol server for LinkedIn interactions that enables AI assistants to search for jobs, generate resumes and cover letters, and manage job applications programmatically.

GeminiMCP

by chew-z

MCP (Model Control Protocol) server integrating with Google's Gemini API

mcptools

by Amerahmed222

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

kaggle-MCP

by Dishant27

MCP server for interacting with Kaggle competitions

openapi-to-mcp-converter

by zxypro1

A tool for automatically converting OpenAPI specifications into Model Context Protocol (MCP) Server instance

verbwire-mcp-server

by verbwire

An MCP server implementation that provides tools for interacting with the Verbwire API, allowing for blockchain operations like deploying smart contracts, minting NFTs, and managing IPFS storage.

raindrop-mcp

by adeze

Raindrop MCP Server

healthcare-mcp-public

by Cicatriiz

A Model Context Protocol server providing AI assistants with access to healthcare data tools, including FDA drug information, PubMed research, health topics, clinical trials, and medical terminology lookup.

Filesys

by OmniS0FT

This is a File system mcp server that could allow an LLM to read and list files from a specified safe directory on your local machine.

elevenlabs-mcp

by elevenlabs

The official ElevenLabs MCP server

dexpaprika-mcp

by coinpaprika

DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.

api-market-mcp-server

by Noveum

API Market MCP Servers

simpletool-server

by getsimpletool

MCP Calling Servere via SSE and OpenAPI

fastapi-mcp

by KimiJL

Example web app mounting a model context protocol (MCP) server on a FastAPI server

mcp-wikipedia

by danbunnell

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

mcp-google-calendar

by cablate

MCP server that provides doc forge capabilities

mcp-gemini-server

by bsmi021

This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse.

openapi-servers

by open-webui

OpenAPI Tool Servers

whatsapp-mcp

by lharries

WhatsApp MCP server

whatsapp-mcp

by Gh4stware

WhatsApp MCP server

mcp_client

by theailanguage

MCP Client Implementation using Python, LangGraph and Gemini

mcp-client-typescript

by yuemingqingfeng

mcp client is based on deepseek or openai model

mcp-server

by webflow

Model Context Protocol (MCP) server for the Webflow Data API.

mcp-openapi

by ReAPI-com

OpenAPI specification MCP server.

halo-infinite-mcp

by dend

🪐 MCP server for Halo Infinite.

SQL_MCP_Server

by 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.

apisix-mcp

by api7

APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.

mcp-typescribe

by yWorks

An MCP server implementation enabling LLMs to work with new APIs and frameworks

clickup-mcp-server

by taazkareem

ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol

mcp-mindmesh

by wheattoast11

Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.

kimcp

by zeikar

MCP server enabling LLMs to use Korean APIs (Naver, Kakao, etc.)

tuningsearch-mcp-server

by tuningsearch

A TuningSearch free google search server implemented based on Model Context Protocol

x-post-mcp

by subhadeeproy3902

A Model Context Protocol (MCP) server that allows interaction with the X API, along with a client to interact with the server using Google's Gemini AI.

mcp

by Semondora

Official Magic UI MCP server.

scrapi-mcp

by DevEnterpriseSoftware

MCP server for using ScrAPI to scrape web pages.

mcp-starwars

by johnpapa

MCP Server for the SWAPI Star Wars API. The main goal of the project is to show how an MCP server can be used to interact with APIs.

bitpin-mcp-server

by Kamyab7

This repository provides a comprehensive implementation of the Bitpin cryptocurrency exchange API through an MCP (Model Context Protocol) server.

naver-search-mcp

by isnow890

MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via DataLab API.

slack-mcp-server

by korotovsky

The most powerful MCP Slack Server with Stdio and SSE transports, Proxy support and no permission requirements on Slack Workspace!

mcp-openapi-schema-explorer

by kadykov

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resources for client-side exploration.

mcp-flight-search

by arjunprabhulal

MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search

brightdata-mcp

by luminati-io

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

mcp-yfinance-server

by Adity-star

Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard

mcp_weather_scraper

by EXPESRaza

A lightweight prototype demonstrating how to integrate an LLM (via OpenAI) with a Model Context Protocol (MCP) server to extract real-time weather data by scraping and processing open web content using HTML parsing and caching.

appdog

by rodolphebarbanneau

Compose and generate effortlessly MCP servers from any OpenAPI specifications

mcp-server-graph-api

by MartinM85

Model-context-protocol (MCP) server for the Microsoft Graph API in C#

earthdata-mcp-server

by datalayer

🌎 Earthdata MCP Server

mcp-notion

by seonglae

Model Context Protocol server interface for AI retrieval against Notion pages

server-google-jobs

by ChanMeng666

【Every star you give feeds a hungry developer's motivation!⭐️】A Model Context Protocol (MCP) server implementation that provides Google Jobs search capabilities via SerpAPI integration. Features multi-language support, comprehensive search parameters, and smart error handling.

server-google-news

by ChanMeng666

【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

rag-browser

by aashari

A Browser Automation Tool for Humans and AI - Built with Playwright, optimized for Bun runtime, supporting CLI and MCP Server modes for webpage analysis and automation

airflow-mcp-server

by abhishekbhakat

MCP Server for Apache Airflow

cloudflare-browser-rendering

by amotivv

This project demonstrates how to use Cloudflare Browser Rendering to extract web content for LLM context. It includes experiments with the REST API and Workers Binding API, as well as an MCP server implementation that can be used to provide web context to LLMs.

aapi-mcp-server

by Asphere-xyz

Advanced API MCP Server

usgs-quakes-mcp

by blake365

An MCP server for querying the USGS Earthquake API with natural language

nhl-go

by carsonjones

NHL api client, mcp server, and cli written in Go

deepseek-mcp-server

by DMontgomery40

Model Context Protocol server for DeepSeek's advanced language models

mcp-web-search

by dvejsada

MCP SSE server providing web search results and page extraction with optional fallback to SearxNG

graphlit-mcp-server

by graphlit

Model Context Protocol (MCP) Server for Graphlit Platform

exa-server

by it-beard

AI-powered code search MCP server using Exa API for intelligent code search and retrieval in AI assistants

tavily-server

by it-beard

AI-powered search capabilities for AI assistants using the Tavily API and Model Context Protocol (MCP)

FastMCP 🚀

by jlowin

The fast, Pythonic way to build Model Context Protocol servers 🚀

lichess-mcp

by karayaman

A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Lichess chess platform through natural language. Play games, analyze positions, manage your account, and participate in tournaments—all by simply talking to Claude.

mcp-kibela-server

by kiwamizamurai

MCP server implementation for Kibela API integration

McPwn

by LelouBil

Alternate client for the Mcdonalds France app, entirely based on the fidelity system

cfbd-mcp-server

by lenwood

An MCP server enabling CFBD API queries within Claude Desktop.

mcpe-status-api

by navaneeth-dev

Check if your MCPE servers are online

mcpy

by parallelblock

Python Minecraft Client / Server API

LLMling

by phil65

Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML.

github-meta-mcp-server

by PoliTwit1984

An MCP server that enables natural language commands for managing GitHub repositories

MCPerms

by RalphORama

Integration between a Pterodactyl-hosted Minecraft server and a Discord Server

mcp_rails_template

by seuros

A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities.

mcp-telegram

by sparfenyuk

MCP server to work with Telegram through MTProto

mcp-crypto-price

by truss44

A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data.

mcp-trader

by wshobson

A Model Context Protocol (MCP) server for stock traders

vercel-api-mcp

by zueai

Lightweight MCP server to give your Cursor Agent access to the Vercel API.

firecrawl-mcp-server

by mendableai

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

hackmd-mcp

by yuna0x0

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

agentql-mcp

by tinyfish-io

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

OpenAPI-MCP

by gujord

The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.

nchan-mcp-transport

by ConechoAI

The best way to deploy mcp server. A high-performance WebSocket/SSE transport layer & gateway for Anthropic's MCP (Model Context Protocol) — powered by Nginx, Nchan, and FastAPI.

LibreChat

by danny-avila

Enhanced ChatGPT Clone: Features Agents, DeepSeek, Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active project.

LLaMa-MCP-Streamlit

by Nikunj2003

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

ResearchMCP

by chew-z

MCP server for Perplexity

pokedex

by youngtai

Pokedex web app

unsplash-mcp-server

by Carlos-Loscar

🔎 A MCP server for Unsplash image search.

mcp-server-giphy

by magarcia

An implementation of Giphy integration with Model Context Protocol

anilist-mcp

by yuna0x0

AniList MCP server for accessing AniList API data

openapi

by longportapp

LongPort OpenAPI SDK Base.

get-mcp-keys

by StuMason

A lightweight utility that securely loads API keys for Cursor MCP servers from your home directory, preventing accidental exposure of secrets in repositories. Keep your credentials safe while maintaining seamless integration with AI coding assistants.

mcp-reporter

by cyanheads

mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across their MCP servers ecosystem for both documentation and integration into other tools.

gemsuite-mcp

by PV-Bhat

Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling | Smithery.ai verified

fastapi_mcp

by tadata-org

A zero-configuration tool for automatically exposing FastAPI endpoints as Model Context Protocol (MCP) tools.

agent-twitter-client-mcp

by ryanmac

A Model Context Protocol (MCP) server that integrates with X using the @elizaOS `agent-twitter-client` package, allowing AI models to interact with Twitter without direct API access.

GUARDRAIL

by nshkrdotcom

GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits

yapi-mcp-server

by zoeminghong

Yapi MCP Server

spring-ai-resos

by pacphi

This multi-module project hosts a client code-generated from an OpenAPI derivative of the ResOs API combined with a Spring AI implementation. It also includes an MCP server, MCP client configuration for use with Claude and a standalone ReactJS powered chatbot UI.

gateway

by centralmind

AI-Powered API Generation from Your Data for LLMs and Agents

MCP-Bridge

by SecretiveShell

A middleware to provide an openAI compatible endpoint that can call MCP tools

mocxykit

by shunseven

This is an Frontend development service middleware that can be used with webpack and vite. Its main function is to visualize the configuration, manage http(s)-proxy, and mock data.

google-search

by web-agent-master

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

openapi2mcptools

by 2013xile

OpenAPI specifications => MCP (Model Context Protocol) tools

app-builder

by baidubce

appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用

notion-mcp

by tkc

Notion MCP Server

perplexity-mcp

by Alcova-AI

An MCP server for the Perplexity for use with Claude Code and Claude Desktop, giving you enhanced search and reasoning capabilties.

Notion-MCP

by ghubnerr

A Model Context Protocol (MCP) server for integrating with Notion workspaces

clickup-mcp-server

by TaazKareem

ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol