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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mcp-llm

71

An MCP server that enables LLMs to call other LLMs using the LlamaIndexTS library to perform tasks like code generation, documentation, and answering questions.

4 tools

Sanity CMS

71

A comprehensive Sanity CMS integration enabling AI models to perform document CRUD operations, manage complex content releases, query data using GROQ, and perform semantic searches.

36 tools

Stata

71

An MCP server that enables LLMs to perform regression analysis, paper replication, and hypothesis testing using Stata.

Arduino

71

MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.

8 tools

conductor-tasks

71

A comprehensive task management system for AI-assisted development that transforms requirements into actionable steps, featuring multi-LLM support and integrated visualization tools.

11 tools

fabric-mcp

71

A bridge that integrates Daniel Miessler's Fabric AI framework with MCP, allowing users to execute specialized prompt patterns and manage AI workflows directly within IDEs and chat interfaces.

6 tools

Custom-MCP-Server

70

A specialized MCP server that integrates social media scraping for LinkedIn, Facebook, and Instagram with Google search capabilities via RapidAPI and Serper.

Kokoro TTS

70

An MCP server that provides text-to-speech capabilities using Kokoro, allowing for high-quality MP3 generation with optional automatic uploading to AWS S3.

railway-mcp

70

An unofficial and community-built MCP server for integrating with https://railway.app

24 tools

Anki MCP Server

70

A comprehensive MCP server for Anki integration, enabling AI assistants to manage flashcards, perform reviews, handle media, and organize decks via AnkiConnect.

19 tools

Airtable

70

Airtable Model Context Protocol Server.

12 tools

XBow CTF Platform

70

A specialized MCP server for cybersecurity challenges that enables AI agents to interact with XBow CTF platforms and execute penetration testing tools within a persistent Kali Linux Docker container.

9 tools

comet-mcp

70

A bridge connecting Claude Code to the Perplexity Comet browser, enabling agentic web research, real-time task monitoring, and deep web intelligence.

6 tools

AI Diagram Prototype Generator

70

A professional AI-driven MCP server that generates architecture diagrams, flowcharts, and interactive UI prototypes in draw.io and HTML formats using models like ZhipuAI, OpenAI, and Gemini.

2 tools

mcp-metatrader5-server

70

A comprehensive MCP server enabling AI assistants to execute trades, access real-time market data, and analyze trading history directly within the MetaTrader 5 platform.

21 tools

mcp-server

70

An MCP server specialized for SAP Cloud Application Programming Model (CAP) development, providing tools for searching CDS models and querying CAP documentation local embeddings.

2 tools

narsil-mcp

70

A blazingly fast Rust-powered MCP server providing comprehensive code intelligence for 16 languages. It offers 75+ tools for symbol extraction, call graph analysis, neural semantic search, and advanced security scanning including taint analysis and SBOM generation.

74 tools

Context Sync

Failed
70

A persistent knowledge layer that provides AI models with shared, queryable memory across different IDEs and platforms like Claude, Cursor, and VS Code.

OpenAI Chat

69

This MCP server provides a direct interface to OpenAI's language models, allowing Claude to interact with models like GPT-4o and O1 for text generation.

1 tool

Zaturn (SQL Data Analysis)

69

A data analytics MCP server that connects AI models to multiple SQL databases and files, enabling no-code querying and automated generation of complex data visualizations.

Mureka.ai Music Generation

69

The Mureka.ai MCP server enables AI agents to generate professional-quality lyrics, full songs with vocals, and instrumental background music through simple text commands.

4 tools

Bing Web Search API

69

- Server implementation for Microsoft Bing Web Search API.

3 tools

MCP-wolfram-alpha

69

A Model Context Protocol server that integrates the Wolfram Alpha computational intelligence engine into chat interfaces for complex mathematical and factual queries.

1 tool

lldb-mcp

69

A Model Context Protocol server for LLDB that provides LLM-driven debugging.

28 tools

Fantasy PL

68

Give your coding agent direct access to up-to date Fantasy Premier League data

11 tools

Gentleman Programming Book

68

Provides AI assistants with direct access to the Gentleman Programming Book, offering 18 chapters of technical knowledge on software architecture, clean code, and frontend development.

7 tools

mcp-canvas-lms

68

A comprehensive MCP server for Canvas LMS providing 54 tools for students, instructors, and account administrators to manage courses, assignments, grading, and institutional reporting.

53 tools

Apple Music

68

A macOS-specific MCP server that uses AppleScript to control the Apple Music app, enabling playback management, library searches, and playlist creation.

8 tools

Mindpilot (Mermaid Diagrams)

68

A specialized MCP server for generating and rendering Mermaid diagrams through a local web interface, allowing developers to visualize code architecture, state machines, and complex flows in real-time.

Deepseek R1

68

MCP (Model Context Protocol) Server. Integrates with Deepseek R1 model for text generation and analysis tasks, enabling content creation and AI-assisted decision-making in various applications.

1 tool