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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

App Store Connect MCP Server

A server implementing Model Context Protocol for interacting with the App Store Connect API, enabling management of iOS, macOS, and tvOS apps through MCP-compatible clients like Claude Desktop and Cline.

Remote MCP Server on Cloudflare

A deployable Model Context Protocol server that runs on Cloudflare Workers without requiring authentication, allowing users to create custom AI tools and connect them to clients like Claude Desktop and Cloudflare AI Playground.

MCP Research Server

A Model Context Protocol server that provides tools for searching arXiv papers and managing research paper information with local storage capabilities.

VS Code Debugger MCP Server

A bridge that enables AI assistants to connect to VS Code's debugger, allowing them to interact with and control debugging sessions through websocket connections.

ITIS MCP Server

Provides access to the Integrated Taxonomic Information System (ITIS) database via a Model Context Protocol server, enabling taxonomic searches by scientific name, TSN, kingdom, and rank, with features like autocomplete and hierarchical data retrieval.

Databricks MCP Server

A Model Context Protocol server that enables AI assistants to interact with Databricks workspaces, allowing them to browse Unity Catalog, query metadata, sample data, and execute SQL queries.

TickTick MCP Server

A comprehensive Model Context Protocol server providing complete TickTick task management API integration (112 operations) for Claude Code users, enabling seamless task creation, project management, habit tracking, and productivity features.

MCP Server Demo

A minimal WebSocket-based MCP server implementation that enables modern tool integrations with VSCode, Claude, and other applications.

Local Documents MCP Server

A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.

V2.ai Insights Scraper MCP

A Model Context Protocol server that scrapes blog posts from V2.ai Insights, extracts content, and provides AI-powered summaries using OpenAI's GPT-4.

ActiveCampaign MCP Server

An MCP server that enables AI tools to interact with ActiveCampaign API, allowing contact management and tracking event analysis through natural language queries.

Jina AI Search MCP Server

A Model Context Protocol server implementation that provides a standardized interface for interacting with Jina AI's Reader and Search APIs.

MCPy

A next-generation Minecraft server engine built with Python and Cython, aiming to deliver exceptional performance and flexibility through advanced scientific computing libraries and optimized architecture.

MCX (Modular Code Execution)

An MCP server that enables AI agents to execute sandboxed JavaScript and TypeScript code instead of calling individual tools directly. It significantly reduces token usage by allowing agents to filter, aggregate, and transform data locally before returning results.

Hi-AI

A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.

Shodan MCP Server

Provides Claude with access to Shodan for IP address lookups, service discovery, and vulnerability scanning, allowing users to query information about hosts, count results, and check API usage.

Minesweeper MCP Server

Provides Minesweeper game functionality through the Model Context Protocol, allowing users to create and play custom-sized minesweeper boards through AI assistants.

Remote MCP Server

A server implementation of the Model Context Protocol (MCP) that runs on Cloudflare Workers, enabling AI assistants like Claude to securely access external tools and APIs through OAuth authentication.

Writer MCP

A Model Context Protocol server that manages character knowledge and relationships for creative writing projects, offering semantic search and AI-powered analysis.

YouTube MCP

A Model Context Protocol server that enables Claude to interact with YouTube data and functionality through the Claude Desktop application.

KPC Component Library MCP Server

AI code generation service for KPC component library that solves hallucination problems by providing accurate component APIs, validation rules, and usage examples.

BMAD Agent FastMCP Service

A professional AI agent system that provides 10+ specialized agents and 25+ MCP tools to support development workflows in Cursor IDE, with dual LLM mode support (built-in and DeepSeek API).

PostgreSQL MCP Server

A Model Context Protocol server that provides read-only access to PostgreSQL databases, enabling LLMs to inspect database schemas and execute read-only queries.

MCPlanManager

An AI agent task management system that provides structure and visualization for long-term task planning with support for the Model Context Protocol (MCP) standard.

Odoo MCP Server

A Model Context Protocol server that enables AI assistants to interact with Odoo ERP systems, providing comprehensive tools for searching, creating, updating, and managing Odoo records through a standardized interface.

MCP Job Search

Helps users find suitable LinkedIn job opportunities by automatically scraping listings, analyzing compatibility with user profiles using AI, and sending custom match reports via email.

Wireshark MCP Server

Provides AI assistants with direct access to Wireshark network analysis capabilities, enabling AI-powered network troubleshooting, packet analysis, and network monitoring through a secure interface.

MikroTik MCP

A bridge between AI assistants and MikroTik RouterOS devices, allowing natural language interaction to manage network configurations including VLANs, firewalls, DNS settings, and more.

Discord MCP Server

A secure server that enables interaction with Discord channels through JWT-authenticated API calls, allowing users to send messages, fetch channel data, search content, and perform moderation actions.

freee会計 MCP Server

Enables AI assistants to access and manage accounting data through the freee accounting API, supporting operations like transaction management, financial analysis, and account item management.

AI & ML MCP Servers — Page 456 | MCP Hub