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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

AiryLark Translation

23

MCP (Model Context Protocol) Server. Provides multilingual translation capabilities for applications by integrating with external translation APIs through a containerized Node.js server.

2 tools

JSON2Video MCP

23

A Model Context Protocol (MCP) server implementation for programmatically generating videos using the json2video API. This server exposes powerful video generation and status-checking tools for use with LLMs, agents, or any MCP-compatible client.

5 tools

mcp-config-manager

23

Manage MCP server configs across Claude, Gemini & other AI systems. Interactive CLI for server enable/disable, preset management & config sync.

chatbot_Shopify

23

Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify via a Theme Extension

6 tools

codemesh

23

The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP servers with intelligent TypeScript execution and auto-augmentation

3 tools

bzm-mcp

23

MCP Server for AI-driven BlazeMeter performance testing

RSS Feed Manager

23

A robust RSS feed manager that enables AI models to parse OPML files, automatically fetch and update articles, and manage content through specific status tagging and source filtering.

3 tools

Telegram Bot Bridge

23

A bridge between Telegram and AI coding assistants like Claude Code and Codex, allowing developers to monitor long-running tasks and control remote development environments via a mobile bot interface.

8 tools

PDF to Markdown Converter

23

A high-performance MCP server powered by the MinerU API that converts local and remote PDF documents into structured Markdown while preserving layouts, formulas, and tables.

2 tools

Roslyn C# Analyzer

23

MCP (Model Context Protocol) Server. Provides C# code analysis capabilities by leveraging the Microsoft Roslyn compiler platform to validate syntax, find references, and run recommended code analyzers within .NET projects.

2 tools

Cline Personas

23

MCP (Model Context Protocol) Server. Implements a persona management system for dynamic AI behavior adjustment using reusable components and templates defined in .clinerules files.

11 tools

Laravel Companion

23

A specialized documentation navigator and package recommendation engine for the Laravel ecosystem, offering offline-capable search across framework versions, services, and community packages.

Prolog

23

MCP (Model Context Protocol) Server. Bridges AI systems with Prolog's logical programming capabilities through tools for executing programs, running time-limited queries, and exploring available predicates.

Yelp

23

Integrates Yelp Fusion AI into MCP to provide conversational business search, multi-turn discovery, and restaurant reservations using natural language processing.

1 tool

claude-todo-emulator

23

An MCP server that provides persistent task management for AI coding assistants, enabling them to track multi-step features and manage project progress across sessions.

2 tools

claude-in-mobile

23

An MCP server for mobile device automation that allows Claude to control Android devices via ADB and iOS Simulators via simctl using a unified API. It supports UI interactions, screenshots, app management, and system log retrieval through natural language.

20 tools

strava-mcp

23

A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate Strava authentication with AI tools.

API Test Framework

23

A YAML-declarative API testing framework designed for AI coding assistants, enabling automated test generation, execution, and reporting via the Model Context Protocol.

8 tools

Godot MCP Server

23

A Godot Engine MCP server that enables Claude Desktop to control the editor, generate dynamic scenes, and automate asset importation using the Meshy API.

WhatsApp Cloud API MCP Server

23

An MCP server that enables AI agents to interact with the WhatsApp Cloud API to send text and template messages, manage media, and monitor connection health.

4 tools

omega-memory

23

Persistent memory for AI coding agents

TiDB MCP Server

23

A TiDB MCP server that allows Claude Desktop to connect to and manage TiDB serverless database clusters using natural language.

Sherlog MCP

23

A persistent IPython-based MCP server that provides stateful data analysis through a DataFrame-centric architecture and CLI execution, designed to minimize context overload by persisting tool outputs as variables.

2 tools

Claude Code Review

23

MCP (Model Context Protocol) Server. Provides a server for obtaining structured and freeform code reviews from OpenAI, Google, and Anthropic models with support for project context, related files, and language detection.

1 tool

Home Assistant

23

MCP (Model Context Protocol) Server. Enables direct control of smart home devices through Home Assistant API, allowing natural language searching of entities and management of device states, light colors, and brightness levels.

1 tool

X (Twitter)

23

A comprehensive MCP server for X (Twitter) that integrates the standard v2 API with SocialData.tools to provide advanced research, analytics, and thread reconstruction capabilities without high-tier API requirements.

38 tools

Text-to-GraphQL MCP Server

23

A multi-agent MCP server that uses LangGraph to convert natural language into GraphQL queries, with built-in schema introspection, validation, and execution capabilities.

5 tools

CodeRabbit MCP Server

23

A specialized MCP server that allows LLMs to interact with CodeRabbit AI reviews on GitHub, facilitating the automated analysis, implementation, and resolution of AI-generated code suggestions.

5 tools

3D Slicer

23

A bridge between 3D Slicer and AI models enabling medical professionals to interact with MRML nodes, execute Python scripts, and capture visual feedback from medical imaging scenes.

3 tools

Google Calendar

23

MCP (Model Context Protocol) Server. Integrates with Google Calendar to enable direct calendar management, event operations, and advanced scheduling features like free/busy queries and mutual availability coordination.

12 tools