AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Cube MCP Server
A specialized MCP server that connects to Cube's AI agent to provide real-time data analytics, SQL query execution, and visualization through natural language.
Teleprompter
A prompt management server that allows users to store, search, and reuse complex prompt templates with dynamic variable substitution to streamline LLM interactions.
Boosty MCP DeFi Platform
An enterprise-grade MCP server platform for executing real DeFi operations on Solana and EVM chains using natural language. It enables users to perform live trading, volume generation, and wallet management directly within Claude Desktop.
mcp-fusion
Reduce MCP tool count by 10-100x. TypeScript framework that groups related operations behind discriminators, with automatic schema generation, type-safe validation, token-optimized descriptions, and hierarchical grouping for enterprise-scale APIs.
MCP Master Puppeteer
A high-performance browser automation MCP server using Puppeteer, engineered for token efficiency with progressive data enhancement and LLM-optimized screenshot handling.
myinstants
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
mnemotree
Memory module for LLMs and Agents with MCP
PyAirbyte MCP Server
A context-aware data pipeline generator that scaffolds PyAirbyte code to move data between 600+ Airbyte sources and destinations or into Pandas DataFrames.
Qdrant RAG MCP Server
A context-aware RAG server for codebases using Qdrant vector database, featuring hybrid semantic search, AST-based chunking, and deep integration with GitHub issues and Projects V2.
Text Classification MCP Server (Model2Vec)
An MCP server that provides fast text classification and category management using Model2Vec static embeddings. It supports both single and batch processing with the ability to dynamically manage custom categories.
ADC Enterprise Orchestration
An enterprise-grade orchestration system that implements the Model Context Protocol to route queries between specialized servers for text analysis, code review, sentiment analysis, and knowledge management.
SymPy Calculator
MCP (Model Context Protocol) Server. Provides symbolic mathematics capabilities through a Python-based server that leverages SymPy for complex calculations, equation solving, and mathematical manipulation.
Dune Analytics
Integrates with the Dune API to provide comprehensive blockchain data analysis for EVM and Solana networks, including wallet balances, transaction history, and token distribution metadata.
Arduino MCP Server
A Model Context Protocol server that allows AI assistants to control physical Arduino hardware via the Firmata protocol, specifically focusing on LED manipulation.
Outscraper MCP Server
A powerful data extraction server that provides tools for scraping business intelligence, reviews, and contact details from platforms like Google Maps, Amazon, and Yelp. It enables AI assistants to perform complex market research, geolocation tasks, and automated lead enrichment.
MCP ComfyUI Flux
A containerized MCP server that provides tools for high-performance AI image generation, 4x upscaling, and background removal using FLUX models and ComfyUI.
FEP (Fediverse Enhancement Proposals)
A tool for accessing and searching Fediverse Enhancement Proposals (FEPs), bypassing repository bot-protections to allow AI assistants to read standardization documents.
Node.js Code Sandbox
A secure Node.js execution environment designed for AI agents to run JavaScript code and manage NPM packages within isolated Docker containers.
Universal Crypto MCP
A comprehensive Universal Model Context Protocol server for EVM-compatible blockchains, enabling AI agents to perform token swaps, cross-chain bridging, staking, lending, security audits, and market analysis through natural language.
Memento
Persistent memory for AI tools. Local-first knowledge graph with hybrid search.
yfinance MCP Server
A specialized MCP server that provides real-time financial data, enabling LLMs to fetch current prices and latest news for stocks and cryptocurrencies via the yfinance API.
Nexus (Multi-Platform Productivity)
A multi-platform personal assistant server that integrates Google Calendar, Obsidian, Trello, and web parsing into a unified interface with semantic search capabilities.
Telegram
A comprehensive Telegram automation platform featuring over 123 tools for account management, messaging, group administration, and AI-powered content optimization with a dedicated Web Dashboard.
med-paper-assistant
🔬 AI-powered medical paper writing toolkit — from PubMed search to Word export, all inside VS Code
JSON Logs
MCP (Model Context Protocol) Server. Analyzes JSON log files from Python applications with tools for searching by level, module, function, and time ranges, aggregating data by various criteria, and generating statistics for debugging and performance monitoring.
Webvizio
Integrates Webvizio's visual feedback and bug reporting platform with AI agents, providing tools to fetch task details, console logs, screenshots, and reproduction steps for automated debugging and task completion.
Ghibli Video Generator
Transform static images into Ghibli-style animated videos using the GPT4O Image Generator API, including tools for task monitoring and credit management.
PipeCD
MCP (Model Context Protocol) Server. Connects Claude to PipeCD's continuous delivery platform, enabling monitoring of Kubernetes application deployments, configurations, and status without leaving the conversation context.
YouTube Search
MCP (Model Context Protocol) Server. Enables searching YouTube videos, retrieving detailed information, and extracting subtitles in English or Russian for referencing and analyzing video content during conversations.
Google Search
A Playwright-powered search engine integration that bypasses anti-bot mechanisms to provide clean, structured Google Search results locally without API fees.