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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Certificate Search MCP Server

A Cloudflare Workers-based MCP server that interfaces with crt.sh to provide SSL/TLS certificate search, subdomain discovery, and security auditing tools.

4 tools

opendota-mcp-server

MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.

Spotify MCP Server

A tool for controlling Spotify playback and managing your music library through natural language, allowing for simple play/pause commands and track management.

Google Scholar MCP Server

An academic research tool that enables searching Google Scholar for papers, author publications, and highly cited works using Model Context Protocol and web scraping.

4 tools

fal.ai MCP Server

Enables interaction with fal.ai AI models through MCP, supporting model discovery, content generation, queue management, and file uploads to the fal.ai platform.

Implore MCP

A tool that enables AI assistants to request human input via interactive visual dialogs, featuring multiple question types and structured response handling in a separate GUI process.

1 tool

Unstructured API MCP Server

A comprehensive MCP server for managing Unstructured.io data pipelines. It enables users to create, update, and manage source and destination connectors (like S3, Azure, and MongoDB), orchestrate document processing workflows, and integrate web crawling via Firecrawl.

25 tools

GPT-SoVITS MCP Server

A Model Context Protocol server that bridges GPT-SoVITS API to provide text-to-speech synthesis and voice cloning capabilities in multiple languages.

4 tools

News Fact-Checker MCP Server

A fact-checking MCP server that leverages Google Gemini 2.0 Flash and web search to verify news claims and fetch trending topics from RSS feeds.

2 tools

nace-mcp

Browse, search and fuzzy-match NACE Rev. 2.1 economic activity classification codes.

Agentic-Investor

A financial analysis MCP server that provides real-time market data, technical indicators, institutional ownership analysis, and sentiment tracking via yfinance, Alpaca, and Nasdaq APIs.

14 tools

Markitdown MCP Server

A specialized MCP server that converts a wide variety of file formats and web content into LLM-ready Markdown using Microsoft's Markitdown utility.

1 tool

Claude Desktop Extension

A robust MCP server bridging Windows and WSL environments, enabling Claude Desktop to automate tasks and act as a model gateway for Claude Code through file-based bidirectional communication.

15 tools

Yandex Tracker MCP Server

An MCP server that integrates AI assistants with the Yandex Tracker REST API, enabling complete task lifecycle management, project tracking, and automated report generation.

11 tools

Luskad MCP

Provides access to coding standards, project documentation, and development rules from Luskad.com to help AI assistants adhere to team-specific guidelines.

2 tools

Oscribble MCP Server

A companion MCP server for the Oscribble task manager that allows AI assistants to manage projects by listing, tracking, and updating tasks via local JSON storage.

6 tools

ParticlePhysics MCP Server

A specialized MCP server that provides real-time access to the Particle Data Group (PDG) database, allowing users to search for particle properties and decay modes.

2 tools

Neo4j MCP Server

A Neo4j MCP server that enables AI assistants to perform Cypher queries, manage database schema, manipulate graph data, and run graph algorithms using natural language.

10 tools

user-prompt

An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.

SharePoint MCP Server

A comprehensive MCP server enabling Claude to manage Microsoft SharePoint site contents, including folder structures, document CRUD operations, and file metadata via Microsoft Graph API.

16 tools

Subdomain Scan1 MCP Server

Enables subdomain enumeration and discovery by querying the Subdomain Scan1 API, returning results for any given domain in JSON format.

1 tool

Claude-NWS Protocol Bridge

Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed metrics for any US location.

2 tools

Shellagent MCP Server

A versatile MCP server providing shell and system command capabilities with support for local stdio, SSE, and Streamable HTTP endpoints.

fal-minimax-image-01 MCP Server

An MCP server that provides access to the fal-ai/minimax/image-01 text-to-image model, offering high-quality image generation with automatic local downloads, queue management, and prompt optimization.

4 tools

MetaTrader 5 MCP Server

A robust read-only bridge to MetaTrader 5 that enables market data retrieval, technical analysis via Python, and advanced forecasting using Prophet and ML models.

3 tools

PubMed MCP Server

A specialized MCP server for accessing PubMed's biomedical database, allowing users to search, retrieve metadata, and download abstracts or full article content via the E-utilities API.

4 tools

OSC MCP Server

A comprehensive MCP server for controlling Behringer X32 and Midas M32 digital mixers via the OSC protocol. It enables real-time manipulation of faders, mutes, EQ, dynamics, effects, and scene management through natural language.

48 tools

Satellite Tracking MCP Server

A specialized MCP server providing real-time satellite tracking, TLE orbital data, and pass predictions via the N2YO API. It enables users to search for satellites, monitor their current positions, and forecast visual or radio passes based on observer coordinates.

6 tools

fragments-mcp

Design system MCP with 9 tools for component discovery, rendering, and a11y auditing

LinkedIn MCP Server

Enables direct access to LinkedIn through natural conversation, allowing users to search for people, jobs, companies, and groups, as well as view profiles using their existing Chrome browser session.