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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

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.

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

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

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.

mcp-config-manager

23

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

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.

chatbot_Shopify

23

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

6 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

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

HTML Page Preview

23

A tool that enables HTML file visualization and structural analysis by capturing full-page screenshots with Puppeteer and parsing DOM elements.

2 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

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

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

GreptimeDB

23

Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.

10 tools

Anti-BS

23

MCP (Model Context Protocol) Server. Integrates multiple epistemological frameworks to analyze claims, validate sources, and detect manipulation for enhanced fact-checking and critical thinking.

3 tools

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.

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

Protonmail

23

MCP (Model Context Protocol) Server. Enables sending emails through Protonmail's SMTP service with support for multiple recipients, CC/BCC functionality, and both plain text and HTML content.

1 tool

ServeMyAPI (macOS Keychain)

23

MCP (Model Context Protocol) Server. Securely stores and retrieves API keys using macOS Keychain, allowing natural language access to credentials without exposing them in .env files

4 tools

izan.io

23

Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds

ggRMCP

23

A Go gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services.

2 tools

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

Chroma Working Memory

23

A persistent working memory server for AI development that integrates ChromaDB to provide automated codebase indexing, semantic code chunking, and bidirectional linking between chat logs and code changes.

omega-memory

23

Persistent memory for AI coding agents

iCloud Photos

23

A specialized MCP server for macOS that integrates with the local iCloud Photos library to enable semantic search and analysis of metadata including locations, labels, people, and photography patterns.

4 tools

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

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

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