AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp-llm
An MCP server that enables LLMs to call other LLMs using the LlamaIndexTS library to perform tasks like code generation, documentation, and answering questions.
Sanity CMS
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.
Stata
An MCP server that enables LLMs to perform regression analysis, paper replication, and hypothesis testing using Stata.
Arduino
MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.
conductor-tasks
A comprehensive task management system for AI-assisted development that transforms requirements into actionable steps, featuring multi-LLM support and integrated visualization tools.
fabric-mcp
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.
Custom-MCP-Server
A specialized MCP server that integrates social media scraping for LinkedIn, Facebook, and Instagram with Google search capabilities via RapidAPI and Serper.
Kokoro TTS
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
An unofficial and community-built MCP server for integrating with https://railway.app
Anki MCP Server
A comprehensive MCP server for Anki integration, enabling AI assistants to manage flashcards, perform reviews, handle media, and organize decks via AnkiConnect.
Airtable
Airtable Model Context Protocol Server.
XBow CTF Platform
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.
comet-mcp
A bridge connecting Claude Code to the Perplexity Comet browser, enabling agentic web research, real-time task monitoring, and deep web intelligence.
AI Diagram Prototype Generator
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.
mcp-metatrader5-server
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.
mcp-server
An MCP server specialized for SAP Cloud Application Programming Model (CAP) development, providing tools for searching CDS models and querying CAP documentation local embeddings.
narsil-mcp
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.
Context Sync
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
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.
Zaturn (SQL Data Analysis)
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
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.
Bing Web Search API
- Server implementation for Microsoft Bing Web Search API.
MCP-wolfram-alpha
A Model Context Protocol server that integrates the Wolfram Alpha computational intelligence engine into chat interfaces for complex mathematical and factual queries.
lldb-mcp
A Model Context Protocol server for LLDB that provides LLM-driven debugging.
Fantasy PL
Give your coding agent direct access to up-to date Fantasy Premier League data
Gentleman Programming Book
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.
mcp-canvas-lms
A comprehensive MCP server for Canvas LMS providing 54 tools for students, instructors, and account administrators to manage courses, assignments, grading, and institutional reporting.
Apple Music
A macOS-specific MCP server that uses AppleScript to control the Apple Music app, enabling playback management, library searches, and playlist creation.
Mindpilot (Mermaid Diagrams)
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
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.