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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

sbwsz

2

A specialized MCP server for querying Magic: The Gathering (MTG) card information, supporting Chinese language searches, complex syntax filtering, and unique card image generation.

6 tools

taiwan-holiday

2

A specialized MCP server for querying Taiwan public holidays and make-up workdays, supporting range-based searches and statistical summaries.

3 tools

KPIC

2

A specialized MCP server that provides access to the Korea Pharmaceutical Information Center (KPIC) API for searching drug details, ingredients, and safety information.

2 tools

Gemini CLI

2

Bridges code2prompt with Google's Gemini models to provide comprehensive architectural reviews and targeted analysis of large codebases using Gemini's 1M token context window.

2 tools

EndNote Library Reader

2

An MCP server that enables programmatic access to EndNote .enl libraries, allowing users to list metadata, search references, and extract full text from attached PDFs.

4 tools

Lodgify MCP Server

2

A Model Context Protocol server that integrates with the Lodgify API to manage vacation rental properties, bookings, and availability calendars.

7 tools

mcpkit

2

A robust Rust SDK implementing the latest MCP protocol (2025-11-25), providing macros and typestate builders to easily create servers with tools, resources, and various transport layers.

3 tools

data-philter

2

A privacy-focused, local-first gateway that enables natural language querying of Apache Druid and ClickHouse databases using local LLMs via the Model Context Protocol.

mig2schema

2

Extracts and validates PostgreSQL database schemas by executing migration files in temporary Docker containers, providing both human-readable summaries and full SQL DDL.

2 tools

EVE Online EST

2

Provides EVE Online Server Time (EST) and maintenance downtime calculations to help players track the daily 11:00-11:15 UTC maintenance window.

1 tool

MCP-Booster

2

MCP-Booster is a comprehensive development assistant providing continuous chain-of-thought reasoning (CoConuT) and corporate memory systems to automate task planning, code execution, and quality validation.

Acrolinx NextGen

2

Integrates Acrolinx's NextGen/Markup.ai API to provide automated text rewriting, detailed quality analysis, and targeted editing suggestions based on specific style guides and dialects.

4 tools

rosetta-mcp

Needs Setup
2

A specialized MCP server for AI-powered Excel translations that preserves formatting, formulas, and data integrity using Claude AI.

time-mcp

2

A specialized MCP server providing comprehensive time-aware capabilities including timezone conversion, relative time calculations, and timestamp management for LLMs.

6 tools

Kirha MCP Gateway

2

A unified gateway that aggregates premium crypto market intelligence and blockchain data from providers like Dune and DeFiLlama into a single MCP interface for AI agents.

2 tools

Music MCP

2

A macOS-specific MCP server that allows AI assistants to control Apple Music via AppleScript, supporting full playback control, library searching, and advanced playlist and queue management.

6 tools

aerospace-mcp

2

A powerful aerospace engineering and flight planning server providing tools for airport resolution, aircraft performance, rocket trajectory simulation, and orbital mechanics. It supports advanced calculations like ISA atmospheric modeling, coordinate frame transformations, and genetic-algorithm-based trajectory optimization.

32 tools

Better Auth

2

A specialized MCP server for the Better Auth framework, providing tools for documentation search, framework-specific integration guides, and automated authentication configuration generation.

9 tools

@leo000001/claude-code-mcp

Needs Setup
2

MCP server that runs Claude Code as tools — start coding agents, poll their progress, and control permissions from any MCP client

Enhanced iTerm MCP Server

2

A robust iTerm2 automation server leveraging the native Python API to manage terminal sessions, complex splits, and real-time monitoring. It enables AI assistants to execute commands across multiple panes, customize visuals, and monitor terminal states with high reliability.

12 tools

ArcKnowledge (Custom RAG)

2

MCP (Model Context Protocol) Server. Bridges AI systems to custom knowledge base APIs for retrieval-augmented generation across multiple text and image sources with configurable authentication and processing capabilities.

7 tools

obsidian-ts-mcp

2

A Model Context Protocol server that wraps the official Obsidian CLI to allow AI agents to read, write, search, and manage notes within an Obsidian vault. It provides 16 specialized tools for comprehensive vault interaction, including note management, task tracking, and metadata manipulation.

latex-mcp

2

Enable AI agents to compile TeX files with LaTeX inside a Docker container.

Gurddy

2

MCP (Model Context Protocol) Server. Solve Constraint Satisfaction Problems (CSP), Linear Programming (LP), Minimax optimization, and SciPy-powered advanced optimization problems.

16 tools

Kanban MCP

2

A comprehensive project management system that provides a full-featured Kanban board and dashboard accessible to AI agents. It enables agents to programmatically manage projects, tasks, and workflows through a suite of 13 specialized tools and 4 resource types.

Bitget Wallet MCP Server

2

Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token data, security audits, and market statistics. It allows users to retrieve real-time prices, liquidity pool information, and generate unsigned swap transaction data across various blockchains.

NowAIKit — ServiceNow AI Toolkit

Needs Setup
2

400+ ServiceNow MCP tools with web dashboard and desktop app.

Obsidian

2

MCP (Model Context Protocol) Server. Enables Claude to read, search, and modify Obsidian vault notes through a Node.js application that connects to the Local REST API plugin for seamless knowledge management workflows.

5 tools

scrapi

Needs Setup
2

Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.

Berlin Open Data MCP Server

2

Enables interaction with Berlin's open data catalog through tools for full-text search, metadata retrieval, and dataset analysis. It provides access to over 2,500 datasets across categories like transport, health, and education using the Model Context Protocol.