Explore All MCP Servers

mcp-excel-server

3.1

by anagashima82

This document provides a comprehensive guide to setting up an MCP server for Excel operations using Dify and openpyxl.

MATLAB-mcp-server

3.1

by ljo3

A Model Context Protocol (MCP) server that integrates AI tools with MATLAB environments for code creation, execution, and management.

RedNote-MCP

3.1

by xingshuzhice

RedNote MCP is a Model Context Protocol server designed for accessing content from the Xiaohongshu platform.

sds-mcp-server

3.1

by SDS-Manager

The SDS-MCP-Server is a specialized server designed to handle Model Context Protocol (MCP) requests, facilitating communication and data exchange between different systems and models.

mcp-mysql-server

3.1

by Atomzzm

A Model Context Protocol server that provides MySQL database operations, enabling AI models to interact with MySQL databases through a standardized interface.

Bhuang-MCP-Server-Demo

3.1

by Hwangsome

This project is a Model Context Protocol (MCP) stdio mode server built on Spring AI MCP Server, offering integration with various AI clients through the MCP protocol.

Trae_MEM

3.1

by qzhaojing

The Trae Memory MCP Server is a local server that provides long-term memory capabilities for Trae AI using a hybrid search approach.

fresh-github-mcp-server

3.1

by xeris-ai

This project is a GitHub MCP Server designed for educational and security testing purposes, demonstrating potential security vulnerabilities.

leanix_design_mcp_server

3.1

by rsjain1978

The LeanIX Design Agent MCP Server is an intelligent gateway that connects AI assistants with LeanIX, enabling natural language queries to fetch design standards and best practices.

mcp-server-test

3.1

by ray21s

The Weather MCP Server is a Model Context Protocol server that provides weather information using the Open-Meteo API.

gnews-mcp-server

3.1

by OriShmila

The GNews MCP Server is a Model Context Protocol server designed to fetch news articles and headlines using the GNews API, offering robust search and filtering capabilities.

mcp-server

3.1

by GTM-LABS-io

The GTM Labs MCP Server allows you to transform your website into a reusable component library accessible through AI assistants and MCP-compatible tools.

mcp-netsuite

3.1

by glints-dev

The MCP NetSuite Server is a Model Context Protocol server that enables AI assistants to access NetSuite data using SuiteQL queries and metadata retrieval.

pg-mcp

3.1

by melihbirim

A Model Context Protocol (MCP) server that enables AI assistants to interact with PostgreSQL databases using natural language queries.

manh_rest_mcp

3.1

by nmorrisroe-6578

Project Sentry is an intelligent MCP server designed for QA automation, enabling AI agents to perform complex API testing.

MCP-server-Python

3.1

by ShivamPansuriya

This document provides a structured overview of a Model Context Protocol (MCP) server implementation using FastMCP, focusing on dynamic tool generation based on user permissions.

4devs-mcp-server

3.1

by edum-compassuol

The 4devs-mcp-server is a specialized server designed to facilitate communication and data exchange using the Model Context Protocol (MCP).

WebSense-MCP

3.1

by TerryCraddock

WebMCP is a Python-based Model Context Protocol (MCP) server designed to provide web search and URL analysis tools for AI assistants, utilizing the FastMCP framework for seamless integration with MCP-compatible AI tools.

mcp-simple-server-typescript

3.1

by MotonoKohei

A simple Model Context Protocol (MCP) server implemented in TypeScript with basic tools.

firestore-mcp

3.1

by devlimelabs

A Model Context Protocol (MCP) server that provides secure, permission-controlled access to Firebase Firestore.

openweather-mcp-server

3.1

by ayush-dudhani

OpenWeather-MCP-Server is a protocol server designed to facilitate weather data retrieval and integration using the Model Context Protocol (MCP).

mcp-server-port-cleaner

3.1

by BrightLin

Node.js server implementing Model Context Protocol (MCP) for port cleanup operations in development environments.

podcast-index-mcp

3.1

by eugenechae

The Podcast Index MCP Server provides access to the Podcast Index API, enabling AI assistants to search and discover podcasts.

playwright-mcp-demo

3.1

by adissuffian

This project demonstrates how to use Playwright with Model Context Protocol (MCP) to test websites and expose browser automation as MCP tools.

dealdata-net

3.1

by aigeon-ai

DealData.net is a powerful MCP server designed to provide detailed fundraising profiles for private companies, hedge funds, private equity funds, and venture capital funds.

searxng-mcp-server

3.1

by clintgeek

The SearXNG MCP Server is a privacy-focused web search solution that leverages the SearXNG metasearch engine to provide a secure and efficient search experience through the Model Context Protocol.

exoscale-mcp-server

3.1

by klogins-hash

The Exoscale MCP Server is a Model Context Protocol server designed to manage Exoscale cloud resources efficiently.

remote-mcp-server

3.1

by peteknowsai

This document provides a guide to setting up a remote Model Context Protocol (MCP) server on Cloudflare Workers, including local development, deployment, and integration with tools like MCP Inspector and Claude Desktop.

mcp-server

3.1

by deniz-dalkilic

MCP Local Server is a JSON-RPC server that adheres to the Model Context Protocol (MCP) standard, designed to run in a local Docker environment and includes a tool for querying academic articles via CrossRef.

vibeSafe-mcp

3.1

by vibeSafe

VibeSafe MCP Server is part of the VibeSafe OSS Stack, designed to enable AI agents and LLM-powered IDEs to perform real-time security scans on codebases.

slack_mcp_server

3.1

by bitengineers

The Slack MCP Server with Canvas Support is an enhanced server for the Slack API, designed to facilitate AI assistants like Claude in interacting with Slack workspaces, including comprehensive Canvas functionality and dynamic channel support.

temp-notes-mcp-server

3.1

by landicefu

A Model Context Protocol (MCP) server that enables AI agents to store and retrieve temporary information across conversations and contexts.

orchestrator-mcp-server

3.1

by lioarce01

The MCP Orchestrator Server is a central hub designed to coordinate tasks between multiple specialized MCP services, such as Trello and GitHub.

UpbitMCPServer

3.1

by scalalang2

This project provides an MCP Server for interacting with the Upbit API, the largest cryptocurrency exchange in South Korea.

mcp-server-project

3.1

by Mohit2497

The Model Context Protocol (MCP) server allows AI applications to extend their capabilities by connecting to custom tools and resources, enabling more dynamic interactions with the real world.

corpus

3.1

by oreofeolurin

Corpus is a Python CLI tool designed for extracting, packaging, and serving datasets via MCP, enabling LLMs to browse, search, and retrieve files efficiently.

crypto_mcp_server

3.1

by pras529

The Model Context Protocol (MCP) server is a specialized server designed to handle and manage model context protocols, particularly in environments utilizing LLM (Large Language Models) and other advanced computational models.

hippocamp

3.1

by thinkingidentities

Hippocamp provides persistent episodic and semantic memory for AI agents through a graph-based knowledge layer accessible via the Model Context Protocol (MCP).

vision-mcp-server

3.1

by hiroki-yokoyama

Vision MCP Server is a Windows-based Model Context Protocol server that utilizes llama-cpp-python to execute vision language models in GGUF format on a CPU.

ubuntu-shell-mcp

3.1

by BlockSecCA

This document provides a comprehensive overview of the Ubuntu Shell MCP Extension, which allows executing bash commands on a remote Ubuntu server from a Windows client using the Model Context Protocol (MCP) and SSH.

React.Components.Mcp.Server

3.1

by yrrodriguezb

The MCP React Components Server is a Node.js and TypeScript-based server designed to provide intelligent access to React component documentation and examples for LLMs like VS Code Copilot and Claude.

github-mcp-server

3.1

by minimind-org

MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more.

MCP-demo2-CSCI-435

3.1

by Tetsukiba

The Model Context Protocol (MCP) server is a framework designed to facilitate the development and deployment of context-aware applications, particularly those that leverage machine learning models and APIs.

mcp-ollama-integration

3.1

by Sanjaykrishnamurthy

This project demonstrates the integration of local LLMs (Ollama) with Model Context Protocol (MCP) servers to enhance AI capabilities.

mcp-server-ascom

3.1

by stellarpunk

MCP Server for ASCOM enables control of astronomy equipment through AI, compliant with MCP 2025-06-18 standards.

simple-mcp-server

3.1

by Bloomingg

A basic example of an MCP (Model Context Protocol) server built with TypeScript and `@modelcontextprotocol/sdk`.

pandas-mcp-http-server

3.1

by cbonilla88

Pandas-MCP Server is a powerful tool for AI-powered data analysis, enabling LLMs to safely and efficiently execute pandas code and generate visualizations through the MCP protocol.

edaijiamcp-project

3.1

by fengfengsu

The e代驾 MCP Service provides a comprehensive suite of features for designated driving services through its open API.

mcp-server

3.1

by elijahdev0

Model Context Protocol (MCP) server for Letta API.

api-mcp-server

3.1

by kim57uak

A Node.js server implementing the Model Context Protocol (MCP) for managing travel product information.

ILSpy-MCP-Server

3.1

by ARISTODE

The ILSpy MCP Server is a Model Context Protocol bridge that provides automated .NET reverse engineering capabilities by exposing ILSpy functionalities through MCP.

mcp-springboot-server

3.1

by yangshangwei

A Spring Boot-based Model Context Protocol (MCP) server implementation providing weather information and ticket booking services.

network-device-mcp-server

3.1

by kmransom56

A comprehensive Model Context Protocol (MCP) server for managing network devices, designed for automation and integration with Claude Desktop and Power Automate workflows.

chess-mcp-example

3.1

by suraj-yadav-aiml

A simple Model Context Protocol (MCP) server to fetch Chess.com player data.

jira-mcp-server

3.1

by rajsodhi-2

A Model Context Protocol (MCP) server that enables Claude AI to interact with JIRA for project management, issue tracking, and release planning.

shenzhouzhuanche-mcp-server

3.1

by phoenix1028

This is a Shenzhou Special Car MCP server built using the latest MCP Python SDK 1.12.0, utilizing the streamable-http transport protocol.

exifreader

3.1

by aigeon-ai

ExifReader is a powerful MCP server designed to extract metadata from image files.

olamaps-mcp-server

3.1

by rdsdd2021

OlaMaps MCP Server provides AI assistants with access to OlaMaps API services optimized for India, including geocoding, reverse geocoding, directions, and places search.

hinemos-mcp-server

3.1

by shida2022

Hinemos MCP Client is a Python library for interacting with the Hinemos REST API and provides an MCP server for integration with Claude AI.

x-ray-mcp-agent

3.1

by emily-xie2

An MCP-compliant server for chest X-ray classification and segmentation using TorchXrayVision.