MCP Hub
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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Redis

25

MCP (Model Context Protocol) Server. Integrates with Redis and AWS MemoryDB for fast, in-memory data storage and retrieval, enabling caching, session management, and real-time analytics.

11 tools

Atlan Data Catalog

25

MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Atlan data catalog services for searching, retrieving, traversing lineage, and updating asset metadata through the pyatlan SDK

Email SMTP

25

A simple MCP server that lets your AI agent send emails and attach files through SMTP.

3 tools

Gyazo

25

Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data.

4 tools

Writer Blog Search (Substack & Medium)

25

MCP (Model Context Protocol) Server. Connect to your Substack/Medium blogs via their RSS feeds, fetches your posts, and permanently caches them locally. It also generates embeddings for each post, enabling semantic search to find the most relevant essays based on your queries.

2 tools

Gemini Image Generator

25

MCP (Model Context Protocol) Server. Enables AI image generation using Google's Gemini 2.0 Flash model with intelligent prompt engineering, automatic filename creation, and configurable local storage.

3 tools

Ton Blockchain MCP

25

An MCP server for interacting with Ton Blockchain.

6 tools

PuzzleBox

25

MCP (Model Context Protocol) Server. Hosts finite state machines as dynamic resources that clients can subscribe to for real-time updates, enabling coordination between multiple agents working on long-horizon tasks through shared state transitions and valid actions.

4 tools

Jira

25

MCP (Model Context Protocol) Server. Integrates with Jira to enable automated ticket management, project oversight, and streamlined communication through JQL queries and comprehensive API operations.

11 tools

Headless IDA Pro

25

MCP (Model Context Protocol) Server. Enables reverse engineering of binary files through IDA Pro's headless mode, providing tools for function analysis, disassembly, decompilation, and code annotation for security research workflows.

Algolia

25

Use AI agents to provision, configure, and query your Algolia search indices.

10 tools

React Native Storybook

25

MCP (Model Context Protocol) Server. Integrates with Storybook to enable retrieval and management of stories from specified configuration directories, facilitating AI-assisted story handling in React Native projects.

1 tool

OMOP MCP

25

Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization.

1 tool

Semgrep

25

An MCP server that integrates the Semgrep static analysis engine into AI assistants, providing tools for security scanning, vulnerability detection, and code quality monitoring.

7 tools

dannet

24

DanNet is a comprehensive Danish WordNet and knowledge graph providing rich lexical relationships and semantic data via a SPARQL-accessible RDF graph.

Google Patents (SerpAPI)

24

An MCP server that enables searching the Google Patents database via SerpApi, supporting sophisticated filtering by date, status, country, and inventor.

1 tool

Flowbite

Needs Setup
24

An official Flowbite MCP server that provides access to a comprehensive library of Tailwind CSS components and AI-powered tools for Figma-to-code conversion and custom theme generation.

2 tools

RAG Documentation Search

24

An MCP server that enables RAG (Retrieval-Augmented Generation) capabilities for AI assistants by indexing, queuing, and searching web documentation through vector embeddings.

7 tools

Terminal

24

MCP (Model Context Protocol) Server. Enables AI systems to execute terminal commands in local or remote environments through a TypeScript-based server supporting both standard I/O and SSE communication modes.

1 tool

Umbraco CMS Developer

Failed
24

An MCP server that integrates AI agents with Umbraco CMS, providing secure access to the Umbraco Management API for automated content management and back-office tasks.

BGG MCP

24

- MCP to enable interaction with the BoardGameGeek API via AI tooling.

10 tools

Cerebra Legal

24

MCP (Model Context Protocol) Server. Provides specialized legal reasoning tools for structured analysis, follow-up questioning, and professional document formatting across multiple legal domains including ANSC contestations, consumer protection, and contract analysis.

3 tools

AI Tasks

24

Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.

18 tools

Freepik

24

A Model Context Protocol server that integrates Freepik's API to provide AI assistants with capabilities for image generation, icon searching, and multimedia resource management.

Crawl-MCP

24

A comprehensive web extraction and analysis server that wraps crawl4ai, enabling automated scraping of websites, documents, and YouTube videos with AI-powered summarization and Google search integration.

13 tools

RivalSearchMCP

24

A comprehensive MCP server for web research and trend analysis featuring advanced search capabilities, website crawling, and trend data extraction without requiring API keys.

18 tools

Solana

24

MCP (Model Context Protocol) Server. Integrates with Solana blockchain to enable natural language querying of account data, transactions, and network status.

21 tools

Schwab

24

A specialized MCP server that bridges Schwab brokerage accounts with LLMs, enabling secure access to real-time market data, account management, and supervised trading capabilities.

13 tools

Cursor Chat History

24

A development tool that connects Cursor chat history with git commits, allowing AI assistants to retrieve the original conversation context and decision-making history behind specific code changes.

8 tools

Cloudflare API

24

MCP (Model Context Protocol) Server. Integrates with Cloudflare's API to enable management of DNS, SSL/TLS, firewall rules, load balancing, and other cloud infrastructure services across multiple domains.

1 tool