MCP Hub
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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

flowzap

A specialized MCP server for generating, validating, and sharing visual workflow diagrams using FlowZap Code syntax directly within AI assistant interfaces.

3 tools

MCP Kynhood Events Server

Enables Claude Desktop to interact with the Kynhood Events API to list events with pagination and retrieve detailed event metadata using automatic token management.

2 tools

Baloosearch MCP Server

Enables AI assistants to search for files and content across the file system using KDE's baloosearch tool. Provides semantic search capabilities with configurable parameters like file type, directory, and result limits.

llmdotfiles-mcp

An MCP server that scans and exposes AI instruction files (like .clinerules, .cursor/rules, and llms.txt) as resources to provide project context to LLMs. It aggregates configuration and rule files from project-specific and external folders into a standardized format.

Ignission

Ignission MCP server connects your TikTok profile and video content to your AI so that you can more effectively assess your content and work on new content ideas that are more personalized and targeted to your audience.

Crypto Price MCP Server

A Model Context Protocol server that enables real-time cryptocurrency price retrieval via the CoinGecko API using coin names or symbols.

2 tools

Percepta MCP Server

A comprehensive browser automation and intelligence server that combines web scraping, visual AI processing, and DevTools analysis using multiple LLM providers (OpenAI, Anthropic, Google, and Ollama).

n8n-MCP

A comprehensive MCP server providing deep integration with n8n, enabling AI models to search over 535 automation nodes, validate configurations, and manage workflows via the n8n API.

35 tools

DatahubMCP

Enables Claude to query MySQL databases and access Google Workspace (Sheets, Forms, Drive) for education program management, with built-in templates for data analysis and report generation.

Bookstore MCP Server

Enables users to manage and interact with a bookstore through natural language, supporting book searching, inventory checking, purchasing, and restocking operations. Provides seamless integration with AI assistants for complete bookstore management functionality.

mcp-memory

An MCP server built on Cloudflare Workers that provides persistent, vector-based memory for AI assistants to remember user preferences and history across different conversations.

remote-mcp-server-authless

A template and guide for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication. It serves as a boilerplate for developers to build and host their own custom MCP tools using Server-Sent Events (SSE).

@vreme/temporal-mcp

Validated

A comprehensive temporal intelligence server providing tools for timezone conversions, business time calculations, holidays in 247+ countries, Islamic prayer times, and 32 cultural calendars. It enables AI agents to handle complex date arithmetic, astronomical events, and multicultural temporal context with high precision.

68 tools

backend-mcp

Failed

Generador automático de backends con Node.js, Express, Prisma y módulos configurables. Servidor MCP compatible con npx para agentes IA. Soporta PostgreSQL, MySQL, MongoDB y SQLite.

ai-collaboration-mcp-server

A streamlined MCP server providing multi-provider AI collaboration (Claude, GPT-4, Gemini, Ollama) with automatic project context injection and isolated per-workspace conversation history.

4 tools

Epic Patient API MCP Server

A specialized MCP server providing access to mock Epic Electronic Health Record (EHR) data. It features a two-tier querying system for efficient clinical data retrieval and supports natural language search across patient files via integration with Gemini or OpenRouter.

16 tools

allthingsdev-mcp-server

Validated

🚀 Official MCP server for AllThingsDev API marketplace. Discover, search, and integrate 600+ APIs directly through Claude Desktop, Cursor IDE, and other AI assistants. Features real-time API search, pricing comparison, endpoint documentation, and seamles

6 tools

whizoai-mcp

Failed

WhizoAI MCP Server for Claude Desktop - Enterprise web scraping through Model Context Protocol (MCP) integration

Miro MCP Server

The Miro MCP Server allows Claude Desktop to manage Miro boards by listing projects, retrieving board items like sticky notes and frames, and searching for specific text content.

5 tools

Persistent Context MCP

A conversational memory management system that uses Neo4j to store, search, and visualize persistent assistant contexts through a knowledge graph. It includes a web dashboard and CLI for managing complex relationships between conversation nodes.

3 tools

mcp-memory

A RAG-based persistent memory server built on Cloudflare Workers that allows AI assistants to store and retrieve user preferences and information across conversations using vector search.

zetrix-mcp-server

Needs Setup

A comprehensive MCP server for the Zetrix blockchain, providing 44 specialized tools for account management, transaction submission, real-time WebSocket monitoring, and advanced smart contract development and cryptography.

44 tools

NTV Scaffolding MCP Server

Enables AI assistants to discover, understand, and generate code for NTV Scaffolding Angular components, including documentation lookup, template generation, and complete component file scaffolding.

shabaaspay-mcp-server

Failed

ShaBaas Pay MCP Server - Australian real time payment API for AI applications

Zoo MCP Server

A FastMCP-based server providing information about animals, exhibits, and trails at a fictional zoo, designed as a template for secure Google Cloud Run deployments.

2 tools

Cocktails RAG MCP Server

A specialized MCP server that provides cocktail recommendations and recipe retrieval using a local RAG pipeline powered by LangChain, FAISS, and Groq.

base-network-mcp-server

Failed

Model Context Protocol server for Base network blockchain operations

@lucid-spark/ddg-web-search

Failed

A robust MCP server for web searching via DuckDuckGo and scraping content from URLs using Puppeteer for reliable JavaScript rendering and browser automation.

2 tools

zai-mcp-server

Validated

🚀 REVOLUTIONARY AI-to-AI Collaboration Platform v6.1! NEW: Advanced Debugging Tools with Screenshot Analysis, Console Error Parsing, Automated Fix Generation, 5 Specialized Debugging Agents, Visual UI Analysis, JavaScript Error Intelligence, CSS/HTML Fix

123 tools

Spotify

MCP (Model Context Protocol) Server. Provides a bridge to the Spotify API for retrieving artist information, enabling seamless music data exploration through a TypeScript-based implementation.

1 tool