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MCPHost 🤖
MCPHost 🤖 by mark3labs

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

Vufind Api for Bibliotecas.uncuyo.edu.ar

vufind api
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MCP (Minimal Command Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search results and extracts the relevant documentation from the web using HTTP requests and BeautifulSoup.

openai langchain
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e-stat mcp-server
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openmanus ai-agent
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An MCP server that reads a CSV file.

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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This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.

crawler mcp
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Canonical MCP server for parsing Loan Estimate (LE) and Closing Disclosure (CD) PDFs into MISMO-compliant JSON with LLM-enriched context. Built for AI-driven mortgage automation, compliance, and decisioning.

SImple MCP server to manage your aranet4 device and local db.

ScrAPI MCP Server
ScrAPI MCP Server by DevEnterpriseSoftware

MCP server for using ScrAPI to scrape web pages.

allabout-mcp
allabout-mcp by Senthilsivam41

MCP servers and more

mathgpt math-solver
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Mirror of

enkryptai mcp-server
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Mirror of

data-scraping content-processing
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This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independently (via SSE or STDIO), offering modularity and cloud-deployable execut

Mirror of

netwrix access-analyzer
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Mirror of

duckduckgo mcp-server
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Mirror of

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

Mirror of

mcpdotdirect evm-server
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Mirror of

mcp azure
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MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

mcp-mem0 long-term-memory
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mcp-book-search
mcp-book-search by kzk-maeda

国内の図書検索用MCP Server

mcp book-search
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WeiWanMcpServer
WeiWanMcpServer by WeiWan5675

私人McpServer

mcp-clockify
mcp-clockify by alexandredavi

MCP Clockify Server

mcp-clockify time-tracking
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ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI.

MCP Server for Trino developed via MCP Python SDK

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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.