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Chain of Draft (CoD) MCP Server: An MCP server implementation of the Chain of Draft reasoning approach for more efficient LLM reasoning.

mathgpt math-solver
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POX MCP Server
POX MCP Server by MCP-Mirror

Mirror of

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

reddit mcp
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Websearch
Websearch by mnhlt

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websearch mcp
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MindMesh MCP Server
MindMesh MCP Server by wheattoast11

Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.

mcp quantum
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A simple mcp-server via the Deutscher Wetterdienst API

mcp-server weather-api
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Github
Github by popoqaq

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mathgpt math-solver
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Vibe Check
Vibe Check by PV-Bhat

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vibe-check metacognitive
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Model Context Protocol (MCP) server that wraps ProjectDiscovery's subfinder tool for powerful subdomain enumeration through a JSON-RPC API.

security mcp
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DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.

mcp cryptocurrency
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Mirror of

event-catalog mcp-server
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mcp-demo
mcp-demo by yinglj

mcp demo for studying mcp, include client and server

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

mathgpt math-solver
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Quran.com API integration for verse search, translation and tafsir

Tiny TODO MCP is a specialized server that implements the Model Context Protocol (MCP), allowing AI assistants to interact with persistent storage for tasks. This enables AI models to maintain context over time and create and manage tasks beyond their usual context limitations.

mcp claude
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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.

URL MCP is a proof of concept stateless MCP server builder that allows users to build MCP servers without writing or hosting code. It's intended for protocol and security experimentation rather than for building real world MCP integrations.

mcp system-prompts
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Cal Server
Cal Server by pwh-pwh

用于计算数学表达式的MCP

mcp-server
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memory-mcp-server
memory-mcp-server by ta-tomschell

A long-term memory storage system for LLMs using the Model Context Protocol (MCP) standard. This system helps LLMs remember the context of work done over the entire history of a project, even across multiple sessions. It uses semantic search with embeddings to provide relevant context from past interactions and development decisions.

memory-mcp-server long-term-memory
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mcp_zhitou_server

mcp_zhitou_server AI
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Model Context Protocol (MCP) Server for Tibber

mcpserveraitools
mcpserveraitools by mynkchaudhry

Just unleashed a "Model Context Protocol" (MCP) server that's basically JARVIS but with more attitude and less British accent! When the robot uprising happens, I'll be on their "handled this human's weird questions" list.

mcpserveraitools AI
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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.