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mcp model-context-protocol
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The MCP server that uses Wolfram Alpha via API.

A weather information server built using Model Context Protocol (MCP) to provide real-time weather data and forecasts

Mirror of

image-generation mcp-server
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Tokens MCP
Tokens MCP by antonkulaga

MCP server for token metrics

created from MCP server demo

testmcpgithubdemobypurna
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School MCP
School MCP by 54yyyu

A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.

canvas mcp
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Buttplug.io Model Context Protocol (MCP) Server

mcp buttplug
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repo-template
repo-template by loonghao

A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, and package metadata retrieval for LLM interactions.

MCP server for analyzing Japanese text with morphological analysis

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

StatSource
StatSource by jamie7893

Statsource is a standalone MCP server designed to simplify data analysis. Whether you're pulling data from a PostgreSQL database or a CSV file, Statsource delivers actionable insights with ease

mathgpt math-solver
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MCPs for sports
MCPs for sports by michaelfromyeg

An MCP server for real-time sports.

Model Context Protocol (MCP) Server for Mistral OCR API

Model Context Protocol (MCP) server implementation for Rhinoceros/Grasshopper integration, enabling AI models to interact with parametric design tools

grasshopper mcp
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Focus_mcp_data
Focus_mcp_data by FocusSearch

The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.

data-query chatbi
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Secure MCP server for analyzing Excel files with oletools

oletools mcp-server
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iac memory
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MCP web search using perplexity without any API KEYS

mcp puppeteer
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The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

python typescript
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Mirror of

mathgpt math-solver
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MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime. Similar to 'computer-use' by Anthropic. With Zero External Dependencies.

automation computer-use
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Gateway
Gateway by centralmind

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

api golang
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MCP Server integration for Bear note app

MCP configuration to connect AI agent to a Linux machine.

security mcp
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free MCP server hosting using vercel

mcp mantle-network
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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.