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mcp-servers
mcp-servers by louisfghbvc

Make AI agent more general

mcp-servers ai-agent
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This project is a Node.js application designed for use with Claude Desktop. It simulates a CO2 sensor device and provides a JSON-RPC server to interact with the device. The application can run in both simulation mode and real mode, where it connects to a Raspberry Pi Pico via USB to read CO2 levels.

sensor nodejs
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Enables large language models to correctly query molecular databases and generate structure files

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

MCP (Model Context Protocol) server for identifying whether two sets of data are from the same entity. 识别两组数据是否来自同一主体的MCP服务器

Model Context Protocol Servers for Milvus

created from MCP server demo

mathgpt math-solver
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mcp-servers model-context-protocol
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stock-analysis financial-tools
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created from MCP server demo

testmcpgithubdemobypurna
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biostudies-mcp-server
biostudies-mcp-server by EBIBioStudies

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biostudies mcp-server
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mcp-weather-server
mcp-weather-server by MiesnerJacob

An example Model Context Protocol server that provides weather data to LLMs.

mcp-weather-server weather-data
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AWS Bedrock Logs MCP
AWS Bedrock Logs MCP by dheerajoruganty

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aws-bedrock logs
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created from MCP server demo

mathgpt math-solver
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A Model Context Protocol (MCP) server that will provide all of the Mike Creighton Consulting website pages as Resources to any MCP clients.

mikecreighton mcp
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Louvre MCP
Louvre MCP by oliviermichel

A Model Context Protocol (MCP) server for interacting with the Louvre museum's collection

Eka MCP Server

created from MCP server demo

mathgpt math-solver
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Model Control Protocol (MCP) server for ElevenLabs Scribe ASR API

speech-to-text transcription
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time-mcp
time-mcp by samay58

MCP server - make Claude tell the time! Highly reliable and consistent.

time-mcp time-server
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✨ mem0 MCP Server: A modern memory system for AI applications with flexible provider support (OpenAI, Ollama, etc.) and MCP protocol integration. Enables long-term memory for AI agents as a drop-in MCP server.

agent memory
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An MCP (Model Context Protocol) server providing access to 🇲🇩 Moldova's public procurement data through the MTender API. Features include searching tenders, accessing tender details, budget information, and funding sources - all following the Open Contracting Data Standard (OCDS).

mcp mtender
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An MCP server enhances AI responses with real-time search results via Higress ai-search.

higress ai-search
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A Model Context Protocol (MCP) server for querying the CVE-Search API

A MCP server that analyzes web site performance using Playwright and Lighthouse.

playwright lighthouse
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wheather-mcp
wheather-mcp by sarankrishna

Simple MCP weather server

weather mcp
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Sensei MCP
Sensei MCP by dojoengine

Sensei MCP is a Model Context Protocol (MCP) server that provides expert guidance for Dojo and Cairo development on Starknet.

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market-fiyatlari mcp-server
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created from MCP server demo

mathgpt math-solver
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mcp model-context-protocol
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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.