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Showing 2161-2181 of 2181 items

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triplewhale ecommerce
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Explorium
Explorium by explorium-ai

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mathgpt math-solver
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Model Context Protocol (MCP) Toolkit for cheqd decentralised identity

mcp hacktoberfest-accepted
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Mirror of

mcp google-custom-search
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MCP server for training Linear Regression Model.

mcp linear-regression
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This Model Context Protocol (MCP) server provides tools for structuring and extracting data from text according to JSON templates.

custom-context-mcp data-extraction
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An MCP (Model Context Protocol) server implementation integrated with Angle One APIs for financial data processing and analysis.

中国传统黄历 MCP 服务 | Chinese Traditional Almanac MCP Service

mcp lunar-calendar
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Google Search Tool
Google Search Tool by web-agent-master

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

ai web-scraping
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Vectorize
Vectorize by vectorize-mcp-server

Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

vectorize mcp-server
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mcp-server
mcp-server by milk19

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weather-mcp weather-api
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We are building a local MCP server called mix_server ,a working connection to claude for desktop so you can talk to your tools thorugh natural language.

mathgpt math-solver
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MiAI_MCP
MiAI_MCP by thangnch

Demo of building and intergraition MCP Server

mcp-reddit
mcp-reddit by wllcnm

With this MCP, the AI can query Reddit's post data and summarize it.

reddit mcp
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An MCP server enhances AI responses with real-time search results via Higress ai-search.

higress ai-search
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MCP server for querying Azure Log Analytics using natural language

azure-log-analytics mcp-server
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Mcp Wikidata
Mcp Wikidata by zzaebok

A server implementation for Wikidata API using the Model Context Protocol (MCP).

mcp-wikidata wikidata-api
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MCP with RAG Demo
MCP with RAG Demo by thinklytics

This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows AI models to interact with a knowledge base, search for information, and add new documents.

A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.

MCP Server Search
MCP Server Search by MaartenSmeets

MCP server to use a search engine to obtain locations of relevant information on the internet

mcp-server search-engine
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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.