AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
agentmail-mcp
A Model Context Protocol server that enables AI agents to programmatically create email inboxes and send text or HTML emails via the AgentMail API.
SQL Database Assistant
A multi-database MCP server providing intelligent SQL querying and schema introspection for SQLite, MySQL, and Oracle databases using natural language commands.
Sample Data MCP
A tool for generating fixed-length test data records using field-specific constraints and the Faker library. It supports multiple data types like enums and dates, specifically formatted for creating realistic datasets.
HWPX MCP Server
A comprehensive MCP server for interacting with Korean HWPX documents, supporting full CRUD operations for paragraphs, tables (including nested tables), styles, images, and Mermaid diagrams with cross-platform stability.
AI Support Desk
A customer support integration server that connects order management, ticketing systems, and knowledge bases with AI workflows via the Model Context Protocol.
Unified MCP Framework
A centralized orchestrator that routes natural language queries to specialized tools for filesystem operations, web browsing via Playwright, and GitHub repository management.
ActionKit (Slack)
MCP (Model Context Protocol) Server. Enables interaction with Slack through ActionKit's API using TypeScript and JWT authentication, with filtered actions and user authentication via Paragon Connect Portal
Memoria
A git forensic analysis tool that prevents refactoring bugs by identifying hidden file dependencies and change patterns in local repositories.
YouTube Content Management
A YouTube Data API v3 integration for MCP that enables content discovery through advanced searching and retrieval of key metrics for videos, channels, and playlists.
SSH MCP Server
A robust MCP server that enables AI assistants to securely manage remote servers through SSH and SFTP, supporting command execution, file transfers, and multi-server orchestration.
TorrentClaw-MCP
Giving AI assistants the ability to search movies and TV shows, find torrents with magnet links, check streaming availability, and explore cast/crew metadata.
Aave Liquidation
A specialized MCP server for monitoring Aave V3 positions on Ethereum mainnet, providing real-time health factor calculations, risk assessment, and profit estimation for liquidations.
KAIA-MCP Server
A DeFi-focused MCP server for the KAIA blockchain that enables AI agents to track wallet balances, query token prices, and execute transactions on KiloLend and DragonSwap protocols.
Kivv
Kivv is an automated arXiv research assistant that provides daily paper discovery, AI-powered summarization, and personalized research feeds via the Model Context Protocol.
Indian Stock Exchange
A comprehensive MCP server that provides real-time and historical data for companies listed on the BSE and NSE, including prices, trends, and market news.
search-console-mcp
Model Context Protocol (MCP) server that provides AI agents with access to Google Search Console data.
Quotewise
Semantic quote search with 600K quotes. Find quotes by meaning, verify attributions.
Fathom
Integrates Fathom.video with MCP to provide access to meeting transcripts, AI summaries, and action items with support for search and markdown exports.
shortcut-mcp
A highly efficient MCP server for Shortcut project management designed for Cloudflare Workers, offering a single-tool architecture that reduces token usage by 96% compared to the official implementation.
LangGraph4j PlantUML
A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.
1trippulse
12 AI travel tools: trips, flights, costs, weather, visa, tips for 80+ cities
codeseeker
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
Google Calendar
A comprehensive MCP server for Google Calendar management that enables users to create, update, and search events and calendars via secure OAuth2 authentication.
Amadeus
An MCP server that integrates with the Amadeus API to provide comprehensive flight search capabilities, including filtering by airports, dates, passenger types, and pricing.
Literature Manager MCP
A literature and research paper management system that allows AI assistants to track reading progress, take structured notes, and build a connected knowledge base of digital sources.
StreamerSongList
A read-only MCP server that integrates with StreamerSongList APIs to manage music queues, search song libraries, and retrieve streamer configurations for live streaming platforms.
Smart Shell MCP Server
A cross-platform command execution server that intelligently translates shell commands for different operating systems and automatically detects project-specific package managers like npm, bun, pip, and poetry.
Run TypeScript Skills
A specialized MCP server for executing TypeScript code in-process, specifically designed to leverage custom modular APIs located in the ~/.claude/skills directory.
Kirha Crypto Gateway
A specialized MCP gateway that routes cryptocurrency queries to Kirha AI's analysis system, featuring automated summarization and dynamic tool registration for accurate crypto knowledge retrieval.
Status
MCP (Model Context Protocol) Server. Provides access to over 1,700 status page links with fuzzy search, detailed service information retrieval, and intelligent status page fetching that handles JavaScript-rendered pages, RSS feeds, and various formats for monitoring service health and incident tracking.