MCP Servers

This Swift repository provides a Model Context Protocol (MCP) server for knowledge graph management, enabling LLMs to maintain memory across conversations by creating, reading, updating, and deleting entities and relations.

This repository provides a Model Context Protocol (MCP) server enabling MCP client agents to play Minesweeper, interacting with a separate Minesweeper game server. It allows agents like Claude to play

MCP Server Box is a Python project integrating with the Box API for file operations like search, text extraction, and AI-based querying. It uses the Model Context Protocol to manage

"Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rust. Based on tree-sitter and git analysis. Support MCP and ready for AI🤖

This repository provides an MCP server that allows AI assistants to access web data through Oxylabs' web scraping technology, enabling them to scrape, render, and extract content while bypassing anti-scraping measures.

This repository provides a Model Context Protocol (MCP) server that enables LLMs to visualize data using Vega-Lite. It offers tools to save data and generate visualizations, returning either Vega-Lite specifications

A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.

The dicom-mcp repository provides a Model Context Protocol server for DICOM, enabling LLMs to query and interact with medical imaging metadata from DICOM servers. It supports patient data retrieval and

💎 A Ruby implementation of the Model Context Protocol

Molecule-MCP connects molecule science tools to Claude AI via the Model Context Protocol, enabling Claude to interact with and control these tools, acting as a co-scientist for prompt-assisted molecule modeling.

This repository provides a Model Context Protocol (MCP) server implementation for Replicate, enabling users to run Replicate models through a tool-based interface. It supports model search, prediction management, and image handling.

UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), which can help users generate various types of UML diagrams through natural language description or directly writ

MCP Web UI is a web interface for interacting with LLMs, offering a unified platform for multiple providers, real-time chat, flexible configuration, and advanced context handling. MCP Web UI is

This repository hosts a TypeScript-based MCP server that connects to multiple LlamaCloud managed indexes, creating individual tools for each index based on command-line arguments. Each tool allows querying its specific index.

This repository provides a curated list of Model Context Protocol (MCP) servers optimized for Claude and other AI assistants, enabling secure interactions with local and remote resources. It includes file