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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ProductMaster MCP Server

Enables natural language search and management of product information through a flexible API wrapper. Supports fuzzy search with multiple filtering criteria, detailed product retrieval, and statistical analysis of products by type, currency, and risk level.

2025 Tax Law Amendment MCP Server

Enables users to search and query information from the 2025 Korean tax law amendment PDF documents using natural language. Provides document indexing and retrieval capabilities through ChromaDB vector storage and LangChain integration.

Zerodha MCP Server

Enables AI assistants to interact with the Zerodha trading platform for placing stock orders, viewing portfolio holdings, and managing mutual fund investments. Provides secure OAuth authentication and real-time trading capabilities through Zerodha's official API.

Jina AI Remote MCP Server

Provides access to Jina's web search, content extraction, image search, and AI-powered reranking tools through a comprehensive suite of URL processing and semantic analysis capabilities. Enables users to search the web, extract clean markdown from URLs, capture screenshots, search academic papers, and perform advanced text/image deduplication with embeddings.

Sonarr MCP Server

Enables AI assistants to manage TV series collections through Sonarr's API using natural language interactions. Supports searching, adding, updating, and deleting TV series with detailed control over quality profiles, season monitoring, and episode downloads.

Remote MCP Server

Enables deployment of MCP servers on Cloudflare Workers without authentication, allowing users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground. Provides a template for building remote MCP servers that can be accessed via HTTP endpoints.

Accounting MCP Server

Enables personal financial management through AI assistants by providing tools to add transactions, check balances, list transaction history, and generate monthly summaries. Supports natural language interaction for tracking income and expenses with categorization.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for cluster management, SQL execution, and job operations via the Databricks SDK.

Dedalus MCP Documentation Server

Enables AI-powered querying and management of documentation through markdown file serving, keyword search, and OpenAI-based Q\&A capabilities. Supports document indexing, analysis, and agent handoffs with rate limiting protection.

Remote MCP Server (Authless)

Enables deployment of MCP servers without authentication on Cloudflare Workers. Provides a template for creating remote MCP servers that can be connected to clients like Claude Desktop or the Cloudflare AI Playground.

Sequential Thinking MCP Server

An MCP server that enables Claude to break down complex problems into manageable steps with support for revision and branching, facilitating dynamic and reflective problem-solving through a structured thinking process.

EKS Log Analyzer MCP Server

Enables AI assistants to analyze Amazon EKS node logs collected by the EKS Log Collector script. It provides tools and troubleshooting workflows for diagnosing issues with VPC CNI, kubelet, DNS, and general node connectivity.

MCP Server with External Tools

Enables AI models to access external services including weather data, file system operations, and SQLite database interactions through a standardized JSON-RPC interface. Features production-ready architecture with security, rate limiting, and comprehensive error handling.

Emercoin MCP Server

Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with integrated formatting utilities. Enables blockchain operations, name system management, wallet functions, and mining operations through a comprehensive REST API interface.

Windows-MCP

Enables AI agents to interact with Windows operating systems by providing tools for UI automation, file navigation, application control, and system operations. Works with any LLM to perform tasks like clicking, typing, launching applications, and executing PowerShell commands through native Windows integration.

Dooray MCP Server

Enables integration with Dooray API for comprehensive project management including task operations, comment management, tag organization, search functionality, and user management. Supports task creation, modification, status updates, assignee management, and collaborative features through natural language interactions.

Example MCP Server

A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.

Privateness MCP Server

Provides HTTP/JSON access to all Privateness CLI functionality for cryptocurrency wallet management, transactions, and blockchain operations. Enables team development workflows by exposing 40+ privateness-cli commands through REST API endpoints.

Pokémon MCP Server

Enables AI models to access comprehensive Pokémon data from PokéAPI and simulate battles between any two Pokémon with realistic mechanics including type effectiveness, stat-based damage calculations, and status effects.

MCP Meeting Agent

Enhances meetings by providing technology trivia questions, interesting fun facts, and current GitHub trending repositories. Generates formatted meeting notes with engaging content to make meetings more interactive and informative.

Google Calendar MCP Server

Enables AI assistants to interact with Google Calendar through a simplified OAuth setup. Supports creating, editing, deleting, and searching calendar events without the complexity of Google Cloud Console configuration.

Time MCP Server

Provides time and timezone functionality for LLMs, enabling them to get current time information across different timezones and convert times between zones.

Futurama Quote Machine MCP Server

Enables interaction with Futurama quotes through Claude Desktop by connecting to the Futurama Quote Machine API. Supports getting random quotes, searching by character, adding new quotes, editing existing ones, and managing the quote collection through natural language.

Tapp Exchange MCP Server

Enables AI agents to interact with Tapp Exchange, a decentralized exchange on Aptos blockchain. Supports pool management, trading operations across AMM/CLMM/Stable pools, liquidity provision, and position tracking through natural language.

MCP Server with OpenAI Integration

Enables automatic weather information retrieval through a custom MCP server integrated with OpenAI using Cloudflare tunnels. Demonstrates seamless function calling between OpenAI and custom MCP tools without manual intervention.

Cline Email MCP Auto-Setup

Automatically configures email notification functionality for Cline through SMTP integration. Enables Cline to send email notifications for task completion, errors, or user input requirements with automated setup and testing.

nexus-memory-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

UI/UX MCP Server

Enables comprehensive UI/UX development workflows through integrated tools for component development with Storybook, Tailwind CSS styling, Framer Motion/GSAP animations, Playwright testing, and automated design system generation. Provides end-to-end automation for visual regression testing, accessibility compliance, and UX optimization analysis.

Remote MCP Server (Authless)

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables users to create custom remote MCP tools that can be accessed from Claude Desktop or other MCP clients through a simple HTTP endpoint.

MCP Memory Server

Gives AI coding assistants persistent memory, safety controls, and project awareness by tracking coding sessions, protecting critical files from modifications, and managing approval workflows with automatic changelog generation.