AI & ML
Embeddings, Vector DBs, and machine learning tools
5,661 servers in this category
Arduino
MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.
DuckDuckGo Search
A TypeScript-based MCP server that enables programmatic web searching via DuckDuckGo with configurable safety levels and result counts.
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.
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.
railway-mcp
An unofficial and community-built MCP server for integrating with https://railway.app
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.
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.
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.
Airtable
Airtable Model Context Protocol Server.
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.
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.
comet-mcp
A bridge connecting Claude Code to the Perplexity Comet browser, enabling agentic web research, real-time task monitoring, and deep web intelligence.
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.
Bing Web Search API
- Server implementation for Microsoft Bing Web Search API.
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.
lldb-mcp
A Model Context Protocol server for LLDB that provides LLM-driven debugging.
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.
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.
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.
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.
fullstack-langgraph-nextjs-agent
Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP integration for dynamic tool loading, human-in-the-loop tool approval, persistent conversation memory with PostgreSQL, and real-time streaming responses. Built with TypeScript, React, Prisma, and Tailwind CSS.
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.
Fantasy PL
Give your coding agent direct access to up-to date Fantasy Premier League data
Apple Music
A macOS-specific MCP server that uses AppleScript to control the Apple Music app, enabling playback management, library searches, and playlist creation.
Bitcoin
A Bitcoin and Lightning Network MCP server that provides tools for key generation, address validation, transaction decoding, and real-time blockchain analysis via the Blockstream API and LNBits integration.
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.
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.
ClueoMCP
A personality layer for LLMs that uses the scientific Big Five engine to apply consistent, branded voices and behavioral traits across different AI platforms.
hm_editor
A lightweight and extensible Electronic Medical Record (EMR) editor kernel designed for healthcare, providing structured medical record editing and AI integration capabilities.