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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Treehouse Worktree

2

A Git worktree manager that allows AI agents to work on multiple branches simultaneously with built-in locking and automated merge coordination. It simplifies parallel workflows by handling isolated working directories and environment-specific setup commands.

13 tools

etphonehome-public

2

A remote access system using reverse SSH tunnels that allows AI agents like Claude to manage, explore, and execute commands on machines behind firewalls or NAT.

26 tools

bazi

2

A specialized Bazi (Four Pillars of Destiny) calculator that provides precise chart data, solar/lunar conversions, and Chinese calendar information for personality analysis and destiny prediction.

3 tools

247afk Block Editor MCP Server

2

Enables AI assistants to read, build, and edit 247afk scripts in real-time through a local WebSocket bridge. It allows for live manipulation of block editor content directly within the browser.

Komodo MCP Server

Needs Setup
2

MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI

temp-notes

2

A lightweight storage service designed for AI agents to maintain temporary state and notes across different conversations, facilitating complex multi-step task processing.

4 tools

Obsidian iCloud

2

MCP (Model Context Protocol) Server. Connects Obsidian vaults stored in iCloud Drive to enable direct interaction with markdown notes and files through comprehensive search, reading, writing, and editing capabilities across multiple vaults.

Extract-Image

2

Extracts and converts images from local files, URLs, and base64 strings into formats suitable for LLM analysis, including support for OCR and visual recognition.

3 tools

date

2

A utility MCP server that provides AI assistants with real-time date/time retrieval, day of the week calculations, timezone information, and date formatting capabilities.

4 tools

Solana Metrics MCP Server

2

A specialized MCP server for Solana blockchain monitoring that analyzes InfluxDB metrics, categorizes them by hardware and network layers, and generates automated Grafana dashboards.

4 tools

OECD-Search

2

An MCP server providing access to comprehensive OECD statistical data via the SDMX API, enabling queries across economy, health, education, and environment datasets.

9 tools

SSH MCP Server

2

Enables remote command execution and file management over SSH and SFTP, supporting persistent connection storage and automated discovery for BinaryLane VPS servers.

picoli-mcp

Needs Setup
2

MCP server for picoli.site - URL shortening and click analytics for AI agents

Lookup-Domain

2

A Model Context Protocol server for comprehensive domain research that combines RDAP, WHOIS, and DNS query capabilities into a single standardized interface.

1 tool

Read-Website

2

A high-performance web extraction tool that converts web pages into clean, token-efficient Markdown for AI agents and LLM processing.

1 tool

Kyutai TTS

2

A containerized MCP server providing high-performance text-to-speech capabilities using Kyutai's 1.6B parameter neural models with GPU acceleration and automatic memory management.

1 tool

Berlin-Search-Service

2

A specialized MCP server providing access to over 1,000 Berlin administrative services, enabling users to search for public service information, requirements, fees, and appointment details.

4 tools

Soul Crystal MCP

2

Provides AI agents with a persistent internal dynamical state and emotional reservoir that evolves based on text interactions. This server enables agents to maintain a consistent affective substrate across sessions through tools that track phase coherence and emergent emotional vibes.

bank-mcp

2

Provides AI assistants with secure, read-only access to over 15,000 financial institutions across the US and Europe via the Model Context Protocol. It enables users to query account balances, transactions, and spending breakdowns through natural language conversation.

CompText MCP Server

2

An MCP server providing access to the CompText DSL Codex in Notion, specifically designed for managing programming modules, KI-steering, and documentation through Claude and REST API.

7 tools

Wikimedia-Search-Images

2

A tool that enables AI assistants to search Wikimedia Commons for images, providing rich metadata and composite thumbnails for visual comparisons.

1 tool

Register UZ MCP Server

2

A comprehensive MCP server providing access to the Slovak Registry of Financial Statements (RegisterUZ). It enables natural language searching of businesses, retrieval of balance sheets, income statements, and in-depth financial analysis of Slovak legal entities.

25 tools

Spotify

2

A comprehensive Spotify API integration for MCP, allowing AI assistants to control playback, manage playlists, search the music catalog, and retrieve lyrics.

41 tools

1C Templates MCP Server

2

Provides storage, searching, and retrieval of 1C (BSL) code templates with a built-in web interface for easy template management. It enables AI assistants to fetch specific boilerplate code directly into editors using natural language search.

Magic (21st.dev UI Generator)

2

MCP (Model Context Protocol) Server. Bridges to 21st.dev's Magic API for generating UI components from descriptions, fetching existing components for inspiration, and searching for company logos in various formats.

FRED (Federal Reserve Economic Data)

2

MCP (Model Context Protocol) Server. Provides access to Federal Reserve Economic Data for searching, retrieving, and analyzing economic indicators with specialized tools for comparing metrics, calculating statistics, and detecting trends in time series data.

9 tools

SearchAgora

2

A tool that connects AI assistants to the SearchAgora engine, enabling natural language product discovery, price comparisons, and filtering across thousands of online stores.

Testomatio

2

A specialized MCP server for Testomat.io that enables AI assistants to manage test suites, execute queries using Test Query Language (TQL), and handle custom QA fields and labels via API integration.

18 tools

Slack

2

A comprehensive MCP server that enables AI models to manage Slack workspaces through channel operations, user management, messaging, and advanced Block Kit formatting.

22 tools

Logic-LM (Answer Set Programming)

2

An MCP server that enables formal symbolic reasoning by translating natural language into Answer Set Programming (ASP) and executing it via the Clingo solver. It bridges LLMs with structured logic to solve constraint satisfaction and multi-step deduction tasks reliably.

4 tools
AI & ML MCP Servers — Page 182 | MCP Hub