Model Context Protocol

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Jlowin logo
Jlowin

The fast, Pythonic way to build Model Context Protocol servers 🚀

HarisMusa logo
HarisMusa

A Model Context Protocol server for Excel file manipulation. This server enables workbook creation, data manipulation, formatting, and advanced Excel features.

Executeautomation logo
Executeautomation

A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

LastmileAi logo
LastmileAi

A simple, composable framework to build agents using Model Context Protocol and simple workflow patterns

upstash logo
upstash

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

idosal logo
idosal

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

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claude-task-master

2 weeks ago
eyaltoledano logo
eyaltoledano

An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.

GitMCP

2 weeks ago
idosal logo
idosal

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

upstash logo
upstash

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

Filtering by tag:Llm
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Hannesrudolph logo
Hannesrudolph·cloud

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

LastmileAi logo
LastmileAi·cloud

A simple, composable framework to build agents using Model Context Protocol and simple workflow patterns

Ergut logo
Ergut·cloud

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

FireproofStorage logo
FireproofStorage·cloud

Store and load JSON documents from LLM tool use

Quantgeekdev logo
Quantgeekdev·cloud

A framework for building Model Context Protocol (MCP) servers elegantly in TypeScript.

Adhikasp logo
Adhikasp·cloud

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

Mark3labs logo
Mark3labs·cloud

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

Neo4jContrib logo
Neo4jContrib·on-premise

Model Context Protocol with Neo4j. This server provides natural language interaction with Neo4j and Aura accounts.

Understanding Model Context Protocol (MCP)

Model Context Protocol (MCP) is a groundbreaking open-source protocol developed by Anthropic that revolutionizes how AI systems interact with external data sources. As the foundation for next-generation AI interactions, MCP enables AI assistants like Claude to establish secure and standardized connections with various data sources and tools.

Key Features of MCP

  • Universal Standard: Provides a unified framework for AI systems to access external data, tools, and prompts
  • Client-Server Architecture: Implements a robust and scalable architecture for seamless AI interactions
  • Security-First Design: Ensures secure data transmission and access control between AI systems and data sources
  • Tool Integration: Enables AI assistants to interact with various external tools and services
  • Standardized Communication: Establishes consistent protocols for data exchange and interaction patterns

Benefits for AI Development

MCP represents a significant advancement in AI infrastructure, offering developers and organizations a standardized way to build and deploy AI applications. By providing a common protocol, MCP reduces implementation complexity and ensures compatibility across different AI systems and data sources.

Whether you're developing AI applications, managing data infrastructure, or implementing AI solutions, MCP provides the foundation for secure, efficient, and standardized AI interactions. Explore our directory to find MCP servers that match your specific needs and requirements.