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MCP Server for Trino developed via MCP Python SDK

基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务,快速让 AI 搜索企业面试真题和答案

mcp interview-questions
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An MCP server that analyses a writer’s style and generates a blog post.

writers-muse-mcp blog-generator
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ThreatNews
ThreatNews by xue20010808

MCP server for Threat info collection in cyber security

threat-intelligence cyber-security
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ToDo App
ToDo App by bizprat

Built a MCP server for learning purpose

Telegram bot using OpenAI Agents SDK and MCP Server.

Mirror of

elasticsearch mcp-server
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Clo MCP Plugin
Clo MCP Plugin by ternalxyz

Clo MCP Plugin, a C++ application built with the Clo3D SDK. It establishes a socket server within Clo3D, allowing Large Language Models (LLMs) to interact with and control Clo3D via the Model Context Protocol (MCP) for advanced AI-assisted fashion design and scene creation.

mathgpt math-solver
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Vndb
Vndb by TANABEDAIGAKU

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vndb visual-novel
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MCP server using the Korea Weather Service (KWS)

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

bigquery sql
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mathgpt math-solver
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Mirror of

google-analytics mcp-server
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MCP Server for Burpsuite

burp-suite mcp-server
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Placeholder
by kevinslin

This is my Example of MCP Server for connect to books service, for my blog

An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP

Weather MCP Server
Weather MCP Server by Annihilater

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weather mcp-server
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MCP server for Math Agent with Microsoft Word and Gmail Integration

mathgpt math-solver
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Valyu MCP Server
Valyu MCP Server by valyu-network

Typescript implementation of MCP server for Valyu Network API (

valyu mcp
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airylark translation
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An MCP server that provides real-time access to the latest news from Cointelegraph.

cointelegraph news
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MCP server for semantic search with Qdrant vector database

qdrant semantic-search
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MCP server for OpenRouter providing text chat and image analysis tools

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goal-tracking goal-management
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Use Model Context Protocol with multiple Fireproof JSON document databases

mcp-json-db-collection-server fireproof
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YR MCP Server
YR MCP Server by AnyContext-ai

MCP Server for using Yr Weather Data as Context in LLM tools.

yr-mcp-server weather-data
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MCP Server for Genesis World.

simulation mcp
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Bio-Agents MCP
Bio-Agents MCP by dogeplusplus

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

biology protein-data-bank
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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.