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This is a test repository created by test script of MCP Server for GitHub

mathgpt math-solver
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A collection of MCP servers for mainland China services. 支持 MCP 的国内服务一览。

mcp-server china-services
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prometheus mcp-server
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一个用于联网搜索的MCP服务器

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This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API.

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses.

This MCP server was developed to improve Cline's agentic workflows by being up-to-date with the public repositories and docs under

mcp rstats
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This is a very basic implementation of an Mcp-Reasoning-Server for Cursor AI .

mathgpt math-solver
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MCP server for fetching web page content with recursive exploration capability

docs-fetch-mcp web-content-fetcher
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MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

typescript mcp
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allabout-mcp
allabout-mcp by Senthilsivam41

MCP servers and more

mathgpt math-solver
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Mirror of

youtube mcp-server
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Stream Brave Search (web & local) results via a Model Context Protocol (MCP) / Server-Sent Events (SSE) interface. Acts as a centralized, observable tool provider for AI models, deployable via Docker or Helm.

brave-search mcp
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An MCP (Model Context Protocol) server for generating Xmind mind maps. This server allows LLMs to create structured mind maps through the MCP protocol.

BrasilAPI MCP Server
BrasilAPI MCP Server by mauricio-cantu

A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources.

An mcp server to inject raw chain of thought tokens from a reasoning model.

Model Context Protocol (MCP) server for stock market data and analysis

MCP Server leveraging crawl4ai for web scraping and LLM-based content extraction (Markdown, text snippets, smart extraction). Designed for AI agent integration.

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mathgpt math-solver
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MCP Bridge
MCP Bridge by EvalsOne

Enables cloud-based AI services to access local Stdio based MCP servers

mcp cloud-integration
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MCP server for UniProt protein data access

Gas Agent
Gas Agent by samarabdelhameed

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gas-agent gas-price
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This is a simple MCP Server Framework that enables data to be passed through a structured messaging protocol, allowing seamless communication between clients and servers. It supports efficient data exchange, real-time processing, and customizable extensions for various applications, ensuring scalability and reliability in diverse environments.

mcp data-exchange
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MCP Server for connecting to Snowflake with read-only questions

snowflake modelcontextprotocol
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Valyu MCP Server
Valyu MCP Server by valyu-network

The Valyu MCP Server is a Model Context Protocol (MCP) tool that enables AI models to retrieve high-quality context from Valyu's API, including full search capabilities over Wikipedia, arXiv (great for finance, research, etc.), and web search.

Model Context Protocol Servers for Azure AI Search

Ransomware Live MCP Server ✨🔐

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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.