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Showing 3001-3030 of 3965 items

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mcp-server lancedb
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A demo agent using our MCP server

MCP server enabling high-quality image generation via Together AI's Flux.1 Schnell model.

png image-generation
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MATLAB MCP Server
MATLAB MCP Server by WilliamCloudQi

The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation.

matlab mcp-server
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An MCP server for accessing data from Data.gov, providing tools and resources for interacting with government datasets.

MCP Server to retrieve documentation for a package

mcp-sondehub
mcp-sondehub by LukePrior

A MCP Server for the SondeHub API primarily to experiment with MCP

mcp-sondehub MCP-Server
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MCP server for The Verge news RSS feed

MCP-Bridge
MCP-Bridge by SecretiveShell

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

ReqRefine is an MCP server that enhances requirement gathering through strategic questioning. It guides users to reveal comprehensive needs, uncovers implicit requirements, and transforms dialogue into structured specifications.

mcp-server requirement-gathering
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A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

cursor cline
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A MCP server to interface with Biomart

Oura MCP Server
Oura MCP Server by tomekkorbak

MCP server for Oura API integration

mcp oura-ring
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A server for managing contextual data in DICOM tools, supporting medical imaging and machine learning workflows.

dicom mcp
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mcp-server-isitdown
mcp-server-isitdown by hesreallyhim

An MCP server that checks if a website is currently down by querying the website

mcp isitdown
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MCP Server for AI Summarization

MCP server to run AWS Athena queries

MCP Server for Chronulus AI Forecasting and Prediction Agents

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

mcp netbox
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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.

mcp cloudflare
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A Gmail MCP server

gmail-mcp email-management
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Mixpanel MCP
Mixpanel MCP by dragonkhoi

MCP Server for Mixpanel API (talk to your Mixpanel data)

MCP server to provide tools

mathgpt math-solver
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🌎 ✨ Earthdata MCP Server

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

reddit mcp
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Convert OpenAPI specifications to MCP server ready tools

mathgpt math-solver
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Math-MCP
Math-MCP by EthanHenrickson

A Model Context Protocol (MCP) server that provides basic mathematical and statistical functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.

Model Context Protocol(MCP) 编程极速入门

The official MCP server for DataHub (

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Frequently Asked Questions

What is MCP (Model Context Protocol)?

MCP is an open-source protocol developed by Anthropic that enables AI systems like Claude to securely connect with various data sources. It provides a universal standard for AI assistants to access external data, tools, and prompts through a client-server architecture.

What are MCP Servers?

MCP Servers are systems that provide context, tools, and prompts to AI clients. They can expose data sources like files, documents, databases, and API integrations, allowing AI assistants to access real-time information in a secure way.

How do MCP Servers work?

MCP Servers work through a simple client-server architecture. They expose data and tools through a standardized protocol, maintaining secure 1:1 connections with clients inside host applications like Claude Desktop.

What can MCP Servers provide?

MCP Servers can share resources (files, docs, data), expose tools (API integrations, actions), and provide prompts (templated interactions). They control their own resources and maintain clear system boundaries for security.

How does Claude use MCP?

Claude can connect to MCP servers to access external data sources and tools, enhancing its capabilities with real-time information. Currently, this works with local MCP servers, with enterprise remote server support coming soon.

Are MCP Servers secure?

Yes, security is built into the MCP protocol. Servers control their own resources, there's no need to share API keys with LLM providers, and the system maintains clear boundaries. Each server manages its own authentication and access control.

What is mcp.so?

mcp.so is a community-driven platform that collects and organizes third-party MCP Servers. It serves as a central directory where users can discover, share, and learn about various MCP Servers available for AI applications.

How can I submit my MCP Server to mcp.so?

You can submit your MCP Server by creating a new issue in our GitHub repository. Click the 'Submit' button in the navigation bar or visit our GitHub issues page directly. Please provide details about your server including its name, description, features, and connection information.