MCP Hub
All categories

AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Memstate MCP

Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.

hf-trending-mcp

An MCP server that tracks trending AI models, datasets, and spaces on Hugging Face.

design-token-bridge-mcp

Translate design tokens between Tailwind, Figma, CSS, Material 3, and SwiftUI

Firestore Advanced MCP

A Model Context Protocol server that enables large language models like Claude to perform comprehensive interactions with Firebase Firestore databases, supporting full CRUD operations, complex queries, and advanced features like transactions and TTL management.

Neo4j Knowledge Graph

Enables storage and retrieval of knowledge in a graph database format, allowing users to create, update, search, and delete entities and relationships in a Neo4j-powered knowledge graph through natural language.

Vibehacker Metasploit MCP

A FastMCP-based interface for Metasploit Framework, enabling AI agents to interact with Metasploit capabilities for exploitation, payload generation, target scanning, and session management.

Math MCP Server for MacOS

Implements a math agent using Model Control Protocol that performs mathematical calculations and visually presents results in Keynote, enabling drawing shapes and adding text to slides.

MCP Todoist

A Model Context Protocol server that enables Claude to interact with your Todoist account, allowing you to manage tasks, projects, and labels through natural language.

RanchHand

Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.

Alpha Vantage Stock Analysis MCP Server

Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.

MPC Docs Server

A simple Model Context Protocol server that enables searching and retrieving relevant documentation snippets from Langchain, Llama Index, and OpenAI official documentation.

Qlik MCP Server

Enables Claude to interact with Qlik Cloud applications and extract data from visualizations through the Qlik Cloud API.

FogBugz MCP Server

A Model Context Protocol server that enables Language Learning Models to interact with FogBugz, allowing operations like creating and updating issues, assigning cases, listing open cases, and searching through natural language.

DB-MCP

An MCP server that bridges AI assistants with data warehouses through Cube.js to enable governed, natural language semantic analytics queries. It provides tools for metadata discovery and secure query execution while enforcing governance policies like PII blocking and access limits.

SearXNG

A privacy-focused metasearch MCP server that enables Claude to perform web, news, and media searches across 100+ engines using a self-hosted SearXNG instance without tracking.

3 tools

Email MCP Server

An MCP server that enables AI models to read, search, and send emails via IMAP and SMTP protocols. It supports various providers like Gmail and Outlook, allowing for tasks such as retrieving unread messages, searching by sender, and managing mailbox folders.

Trello MCP Server

An MCP server that connects Claude to Trello, enabling comprehensive management of boards, lists, and cards through natural language conversation. It supports a wide range of actions including searching cards, adding comments, managing checklists, and tracking board activity.

interdeep

An MCP server for deep research that extracts clean text from web pages using hybrid extraction strategies and compiles findings into structured markdown reports. It provides tools for single and batch URL content extraction with optional Playwright support for JavaScript-heavy sites.

MCP Server

A modern AI service proxy that enables interaction with multiple AI providers (Anthropic Claude, OpenAI) through a unified API, deployed globally using Cloudflare Workers.

agentdeals

MCP server aggregating developer infrastructure deals, free tiers, and startup programs

Crunchbase MCP Server

A Model Context Protocol (MCP) server that provides access to Crunchbase data for AI assistants. This server allows AI assistants to search for companies, get company details, funding information, acquisitions, and people data from Crunchbase.

AWS MCP Server

A bridge for AI assistants to execute AWS CLI commands securely using Docker, supporting Unix-style pipelines and comprehensive cloud management prompt templates.

2 tools

12306 MCP Server

A high-performance FastAPI backend for train ticket queries in China, supporting real-time ticket availability, station information, transfers, and train schedules through the Model Context Protocol for AI assistants and automation.

boring-gemini

Boring-Gemini is an autonomous AI agent loop and MCP server designed for natural language-driven coding, featuring a universal router, hybrid RAG for code search, and built-in security shadow mode.

12 tools

PostgreSQL MCP Server

Enables AI assistants to query and manage local PostgreSQL databases through SQL execution and schema exploration tools. It supports both read-only queries and write operations including table creation and data modification via natural language.

mcp-scholar

"mcp\_scholar" is a Python-based tool for searching and analyzing Google Scholar papers, supporting features like keyword-based searches and integration with MCP clients and Cherry Studio. It provides functionalities such as fetching top-cited papers from scholar profiles and summarizing research top

Splunkbase MCP Server

A Machine Control Protocol server providing programmatic access to Splunkbase functionality, allowing users to search, download, and manage Splunkbase apps through a standardized interface.

Manual RAG — SIH/SUS Query System

A RAG-based MCP server for natural language querying of Brazilian healthcare manuals (SIH/SUS, SIA/SUS) and official ordinances. It provides 16 tools for semantic search, regulatory critique analysis, and retrieving data from SIGTAP and CNES.

Next.js MCP Server Example

A sample implementation of Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create custom AI agent backends with tools, prompts, and resources.

Crossref MCP Server

A Model Context Protocol server that enables querying the Crossref API to search for academic publications by title, author, or DOI, returning structured metadata about scholarly works.