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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

BLOT Nado MCP Server

Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-wallet management and market data access. It supports automated strategies like pair trading and basis farming while earning DRIP rewards for all trades.

agent-orchestration

A multi-agent runtime that coordinates six specialized agents through a typed artifact pipeline with 41 RPC methods. It features dynamic autonomy levels and context sufficiency scoring that adjust agent behavior based on the operator's state and task requirements.

mcp-server-markdown

MCP server for markdown files — search, extract sections, list headings, find code blocks across your docs directory

mcp-server-scraper

MCP server for web scraping — extract clean markdown, links, and metadata from any URL. Zero auth. Free alternative to Firecrawl.

mcp-docker-server

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

metaso-search-mcp

秘塔搜索 MCP 服务器 - 提供多维搜索、网页读取、智能问答功能

mcp-activedirectory

Provides AI assistants with unified access to on-prem Active Directory via LDAP and Azure AD / Entra ID through the Microsoft Graph API. It enables comprehensive management and search of users, groups, computers, and cloud devices using 18 specialized tools.

vtimestamp-mcp

Enables AI agents to verify document timestamps and list all recorded proofs on the Verus blockchain using a VerusID. It queries public Verus RPC endpoints to facilitate hash verification without requiring API keys or authentication.

gitea-mcp

An MCP server providing comprehensive Gitea API coverage with 186 tools for managing repositories, issues, pull requests, and CI/CD workflows. It enables autonomous AI agents to perform complex development and administrative tasks directly through a Gitea instance.

MCP Trade Plan Service

A minimal REST service designed for managing and executing automated trading plans. It enables users to create, monitor, and close trade positions with detailed configurations for signals, entry rules, and take-profit strategies.

jobs-mcp

Enables searching for job opportunities across multiple platforms like Upwork, RemoteOK, and GitHub while automatically generating tailored application proposals based on keyword scoring. It includes tools for scanning all sources simultaneously and managing a professional profile for quick reference during applications.

mcp-ninjaone

An MCP server that connects AI assistants to the NinjaOne remote monitoring and management platform via the REST API v2. It provides tools for device inventory, organization management, alert handling, maintenance scheduling, and automated job execution.

Flik

Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.

email-mcp

Its is for handling email and google calender along with creating pdf templates and reports

BuddyPress MCP Server

Enables AI assistants to interact with BuddyPress sites through the REST API v2. Supports comprehensive community management including activities, members, groups, profiles, messages, friendships, and notifications through natural language.

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Provides a template for creating custom MCP tools that can be accessed remotely via Cloudflare AI Playground or local MCP clients like Claude Desktop.

Melo MCP Server

Enables searching and filtering real estate properties in France through the Melo API. Supports comprehensive property searches with filters for price, surface area, location, and property type for both sales and rentals.

Boilerplate MCP Server

A production-ready foundation for developing custom Model Context Protocol (MCP) servers in TypeScript with a complete layered architecture pattern. Includes a working IP geolocation example and comprehensive developer infrastructure to connect AI assistants with external APIs and data sources.

MCP Agent - AI Expense Tracker

Enables AI agents to manage personal expenses through natural language conversations. Supports adding, searching, and analyzing transactions with automatic categorization and financial insights.

MMA MCP Server

Enables users to search and query information about military service alternative companies in South Korea through the Military Manpower Administration (MMA) API. Supports filtering by service type, industry, company size, location, and recruitment status.

Wan2GP MCP Server

Enables AI assistants to generate videos from text prompts and images by interfacing with a Wan2GP Gradio server. It provides tools for high-quality video generation, queue management, and model discovery through the Model Context Protocol.

Dynamic Reincarnation Story

Enables interactive reincarnation storytelling where users choose their path after death, becoming characters like a vengeful spirit, Bilbo Baggins, or Monkey D. Luffy. Features dynamic narrative generation with personalized story paths based on user choices and soul-searching questions.

spanish-law-mcp

Spanish legislation via MCP — full-text search across statutes and provisions

uae-law-mcp

UAE legislation via MCP — full-text search across federal laws, DIFC laws, and ADGM regulations

uk-law-mcp

UK legislation via MCP — full-text search across statutes and provisions

uruguayan-law-mcp

Uruguayan legislation via MCP — full-text search across statutes and provisions

turkish-law-mcp

Turkish legislation via MCP — full-text search across statutes and provisions