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MCP server for structured problem-solving using the Lotus Sutra's wisdom framework. Beautiful visualizations, multiple thinking approaches, compatible with various MCP clients (e.g., Claude Desktop, Cursor, Cherry Studio).

mcp mcp-server
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MCP server for managing and serving analysis prompt templates

This is a project for learning MCP Server from ABC

mathgpt math-solver
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MCP PubMed Search Server

MianshiyaServer
MianshiyaServer by gulihua10010

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mianshiya mcp-server
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MCP Recipes Server
MCP Recipes Server by degentics-ai

A server that exposes tools to query recipes using the Model Context Protocol (MCP).

An MCP server to answer questions on the original EU AI Act

An MCP Server for audio transcription using OpenAI

stagehand-mcp-report
stagehand-mcp-report by operator-bonk-nuggets

Report on Stagehand and MCP Server

stagehand mcp
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MCP server to access Garmin data

Algorand Model Context Protocol (Server & Client)

mcp algorand
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MCP (Model Context Protocol) Server for the PI API

LanceDB
LanceDB by vurtnec

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lancedb vector-search
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Mirror of

mentor-mcp-server AI-mentorship
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graphiti knowledge-graph
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Mirror of

mcp hotnews
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Awesome MCP Servers - A curated list of Model Context Protocol servers

awesome tools
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Spring ai and Reactjs Based Proof of Concept of a Server Hosted MCP Client + MCP Server solution available for natural language interaction

An MCP server for processing Kafka events and enabling LLMs to interact with event streams

mcp-kafka-processor kafka-events
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Letta MCP Server
Letta MCP Server by MCP-Mirror

Mirror of

mathgpt math-solver
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Mirror of

youtube transcript
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MCP server designed to help you search and analyze your photo library (iCloud)

mcp smart-photo-album
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Thingsboard MCP Server for using Thingsboard Data as context in LLM tools

thingsboard 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.