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MCP Directory

Model Context Protocol Directory

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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • mcp-aiven

    18

    This repository provides an Aiven Model Context Protocol (MCP) server, enabling Large Language Models to interact with Aiven services like PostgreSQL, Kafka, and OpenSearch. It offers tools for managing Aiven

    Python
  • goalstory-mcp

    18

    This repository hosts the Goal Story MCP server, which powers a novel approach to goal management called "Goal Storying," using conversational AI to create personalized narratives that enhance motivation and achievement.

    JavaScript
  • modelcontextprotocol-rust-sdk

    18

    This Rust SDK implements the Model Context Protocol, enabling applications to provide context for LLMs in a standardized way, offering both client and server capabilities for LLM integration.

    Nix
  • CereBro

    17

    CereBro is a model-agnostic AI Agent Wrapper for .Net that supports the Model Context Protocol, allowing developers to write tools compatible with various AI models like OpenAI without code changes.

    C#
  • mcp-email-client

    17

    Mail Client MCP is a Python email client enabling users to manage configurations, send emails, and read the latest unread messages, providing MCP functionality for Claude Desktop. Mail Client MCP

    Python
  • mcp-http-client-example

    17

    This repository provides a simple example client for connecting to Model Context Protocol (MCP) servers over HTTP using Server-Sent Events, leveraging the official MCP Python SDK for protocol handling and server interaction.

    Python
  • mcp-server-unitycatalog

    16

    This repository provides a Model Context Protocol (MCP) server for Unity Catalog, enabling users to leverage Unity Catalog Functions as MCP tools, including listing, getting, creating, and deleting functions within Unity Catalog.

    Python
  • EasyMCP

    16

    EasyMCP is a user-friendly client for the Model Context Protocol, enabling connection to SSE, NPX, and UV servers for interacting with various tools and integrating with the OpenAI API for

    Python
  • mcp-code-indexer

    15

    MCP server that tracks file descriptions across codebases, enabling AI agents to efficiently navigate and understand code through searchable summaries and token-aware overviews.

    Python
  • Langflow-DOC-QA-SERVER

    15

    This repository provides a Model Context Protocol (MCP) server for document question answering, leveraging Langflow to create a backend for querying documents. It offers a simple interface to interact with

    JavaScript
  • mcp-perplexity-server

    14

    This repository hosts a Model Context Protocol (MCP) server that leverages Perplexity AI to offer intelligent code analysis and debugging, including error analysis, pattern detection, and comprehensive solutions for Python

    JavaScript
  • placid-mcp-server

    14

    This repository provides an MCP server for Placid.app, enabling users to list templates and generate images/videos using dynamic content. It offers secure API token management and is designed for easy

    TypeScript
  • riza-mcp

    14

    This repository provides a MCP server implementation that wraps the Riza API, offering endpoints as individual tools for LLMs to securely execute code and manage tools on Riza's isolated code interpreter.

    JavaScript
  • systemprompt-mcp-core

    14

    This repository hosts a Model Context Protocol (MCP) server for creating, managing, and extending AI agents through system prompt and tool management, integrating with systemprompt.io for seamless versioning and requiring

    TypeScript
  • mcp-openvision

    14

    MCP Server using OpenRouter models to get descriptions for images

    Python
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