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LegalContext
LegalContext by protomated

LegalContext is an open-source Model Context Protocol (MCP) server that creates a secure, standardized bridge between law firms' document management systems (specifically Clio) and AI assistants (starting with Claude Desktop)

legal dms
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market-insights commodity-tracking
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A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. What makes it popular:

go golang
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mcp-weather-server weather
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MCP Docent Server
MCP Docent Server by dongprojectteam

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mcp-docent image-analysis
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ContextBase (MCP Server)
ContextBase (MCP Server) by imfeniljikadara

A mcp server for storing and managing user context for ai apps via api

mcp server for logseq graph

logseq mcp
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MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.

latex arxiv
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MCP book
MCP book by fxamauri

A monorepo for my personal MCP servers — the Model Context Protocol Book

mcpbook model-context-protocol
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Demo of implementation of MCP using Langchain MCP Adapters and Ollama

mcp generative-ai
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これなに
これなに by haruotsu

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github-mcp-trace
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MCP configuration to connect AI agent to a Linux machine.

security mcp
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An mcp server designed for local-deployed deep research.

mcp deep-research
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MCP-Recon-Server
MCP-Recon-Server by seyrup1987

MCP server with tools for domain reconnaissance

domain-reconnaissance mcp-server
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ChatGPT_MCP
ChatGPT_MCP by automateyournetwork

An MCP Server for chatGPT Chat Completions

mathgpt math-solver
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🧪 Enable AI assistants to search and access chemical compound information through a simple MCP interface.

pubchem chemical-information
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基于spring-ai-starter-mcp-server的自定义mcp server简单示例,获取当前时间,

Smart Pet with MCP
Smart Pet with MCP by shijianzhong

一个桌宠形式的mcp client,可以对接任意mcp server,配合测试的mcp server 开源地址:

An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.

A PubMed MCP server.

pubmed mcp-server
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Awesome MCPs
Awesome MCPs by kewin1807

An awesome collection of Model Context Protocol (MCP) tools

mcp ai-agent
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youtube-data youtube-transcripts
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Transforms MCP tools into collaborative agents using the LangGraph framework.

mcp agents
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mcp-talib
mcp-talib by Jung-YongHan

A Model Context Protocol (MCP) server that provides the functions of the ta-lib-python

mcp-talib ta-lib
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Model Context Protocol Server for NPM trends.

Serper
Serper by garymengcom

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google-search 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.