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Showing 2521-2550 of 3965 items

Manage quantitative research context across sessions via knowledge graph based MCP Server

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steam-review mcp
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Manage qualitative research context across sessions using knowledge graph based MCP Server

School MCP
School MCP by 54yyyu

A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.

canvas mcp
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Manage context based on courses, assignments, exams, etc. with knowledge graph based MCP Server

MCP server for project management

Trends Hub
Trends Hub by baranwang

全网热点趋势一站式聚合服务

trends-hub data-aggregation
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MCP server for querying Azure Log Analytics using natural language

azure-log-analytics mcp-server
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A powerful server implementation for managing Electric Vehicle (EV) charging stations, trip planning, and resource management. This server provides a comprehensive set of tools and APIs for EV-related services.

An MCP server implementing the think tool for Claude

A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities.

MedifinderMCP Server
MedifinderMCP Server by MediFinderBot

Message Communication Protocol (MCP) server that facilitates secure, standardized communication between system components and the medicine inventory database. Provides RESTful endpoints for location-based medicine searches, availability queries, and optimized messaging for WhatsApp integration.

PyMOL-MCP
PyMOL-MCP by vrtejus

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rosetta-symmetry molecular-visualization
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An MCP server that powers AI agents with indexed blockchain data from The Graph.

An MCP server that provides task analysis and tool recommendation capabilities

MCP Server POC
MCP Server POC by TarcisioPhilips

This project demonstrates how to create and use a Model Context Protocol (MCP) server that can provide custom tools and resources to AI assistants like Claude and others that support the MCP standard. The server includes: - Simple math operations (addition) - Dynamic greeting resource - Web crawling capability using the crawl4ai library

An MCP server enabling AI assistants to search and analyze pharmaceutical data through Cortellis. Features comprehensive drug search and ontology exploration.

life-sciences competitive-intelligence
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🔎 A MCP server for Unsplash image search.

unsplash mcp
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created from MCP server demo

mathgpt math-solver
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mcp-server-memory knowledge-graph
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Octagon
Octagon by OctagonAI

Deliver real-time investment research with extensive private and public market data.

investment-research AI-agents
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MCP-SSE122
MCP-SSE122 by biswapm

created from MCP server demo

mathgpt math-solver
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MCP-SSE1111
MCP-SSE1111 by biswapm

created from MCP server demo

mathgpt math-solver
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A Model Context Protocol (MCP) server that provides real-time Arbitrum blockchain data analysis using the Arbiscan API and Claude AI.

Sample MCP server implementation for fetching weather forecasts

weather-mcp weather-forecast
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A lightweight TypeScript middleware for MCP SDK servers that delivers analytics. Captures request metrics, performance data, and usage patterns with minimal overhead. Features real-time monitoring, configurable data collection, and detailed reporting - all with full type safety.

The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.

python 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.