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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

agentmail-mcp

1

A Model Context Protocol server that enables AI agents to programmatically create email inboxes and send text or HTML emails via the AgentMail API.

2 tools

SQL Database Assistant

1

A multi-database MCP server providing intelligent SQL querying and schema introspection for SQLite, MySQL, and Oracle databases using natural language commands.

5 tools

Sample Data MCP

1

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.

1 tool

HWPX MCP Server

1

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.

80 tools

AI Support Desk

1

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

1

A centralized orchestrator that routes natural language queries to specialized tools for filesystem operations, web browsing via Playwright, and GitHub repository management.

ActionKit (Slack)

1

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

1

A git forensic analysis tool that prevents refactoring bugs by identifying hidden file dependencies and change patterns in local repositories.

2 tools

YouTube Content Management

1

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.

6 tools

SSH MCP Server

1

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.

9 tools

TorrentClaw-MCP

1

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

1

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.

8 tools

KAIA-MCP Server

1

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.

25 tools

Kivv

1

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

1

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.

8 tools

search-console-mcp

1

Model Context Protocol (MCP) server that provides AI agents with access to Google Search Console data.

Quotewise

1

Semantic quote search with 600K quotes. Find quotes by meaning, verify attributions.

Fathom

1

Integrates Fathom.video with MCP to provide access to meeting transcripts, AI summaries, and action items with support for search and markdown exports.

11 tools

shortcut-mcp

1

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.

1 tool

LangGraph4j PlantUML

1

A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.

1trippulse

Needs Setup
1

12 AI travel tools: trips, flights, costs, weather, visa, tips for 80+ cities

codeseeker

Failed
1

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

Google Calendar

1

A comprehensive MCP server for Google Calendar management that enables users to create, update, and search events and calendars via secure OAuth2 authentication.

12 tools

Amadeus

1

An MCP server that integrates with the Amadeus API to provide comprehensive flight search capabilities, including filtering by airports, dates, passenger types, and pricing.

1 tool

Literature Manager MCP

1

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.

10 tools

StreamerSongList

1

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.

6 tools

Smart Shell MCP Server

1

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.

5 tools

Run TypeScript Skills

1

A specialized MCP server for executing TypeScript code in-process, specifically designed to leverage custom modular APIs located in the ~/.claude/skills directory.

1 tool

Kirha Crypto Gateway

1

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.

1 tool

Status

1

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.