MCP Hub
All categories

AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

rostro

Rostro transforms any language model into a multimodal system capable of generating images, music, video, and 3D models via a standardized MCP interface.

MCP FHIR Server

A robust MCP server providing standardized read/write access to FHIR-compliant healthcare APIs with built-in resource validation and specialized extensions for Zus Health services.

5 tools

VOICEVOX MCP Server

An MCP server that enables Claude to synthesize and play audible speech using the VOICEVOX engine, featuring smart session-based voice assignment and multi-instance coordination.

7 tools

Simple Code Review Assistant

A lightweight MCP server designed for code reviews that integrates GitHub repository data with local documentation search capabilities. It allows AI models to fetch repository details, retrieve file contents via GitHub API, and search through local markdown files.

3 tools

axl-mcpopensearch

axl test run mcp opensearch

FluentBoards MCP Server

A comprehensive MCP server that enables AI assistants to manage the FluentBoards project management system via the WordPress REST API, featuring a unique 'Board Focus Mode' and granular safety controls for destructive operations.

18 tools

MCP Background Task Server

A Model Context Protocol server that enables running and managing long-running background tasks (like development servers, builds) from within Claude Desktop or other MCP-compatible clients.

slack-mcp-server

Full Slack workspace access for Claude—DMs, channels, search, threads—without OAuth or admin approval. Production-grade with Magic Link auth and interactive demo.

ZIP MCP

A robust ZIP archive management tool for MCP environments that provides full CRUD operations, verification, and deep inspection of compressed files.

7 tools

mcp

Dreamtap provides sources of inspiration to your AI to make it more creative.

mcp-server

A specialized MCP server that connects AI assistants to Trunk CI Autopilot, providing root cause analysis for test failures and tools for test result integration.

2 tools

opsera

Opsera AI Agent MCP server providing authenticated DevOps automation over SSE

Jupyter Collaboration MCP Server

Enables AI agents to interact with collaborative Jupyter notebooks and documents in real-time. It provides comprehensive tools for notebook manipulation, document editing, and tracking user presence through Jupyter's RTC infrastructure.

27 tools

Channel Talk MCP Server

A Channel Talk integration for the Model Context Protocol that allows AI assistants to retrieve chat lists and message histories via the official Open API.

mKit

A boilerplate MCP server framework for Cloudflare Workers featuring OAuth 2.1 authentication, Stripe billing integration, and support for the OpenAI Apps SDK UI.

Vercel MCP Relay Server

Enables AI assistants to interact with the Vercel REST API to manage projects, deployments, domains, environment variables, and teams through natural language commands.

Nexar MCP Server

Enables searching for electronic components through the Nexar Supply API, providing detailed part information including manufacturer, pricing, specifications, and datasheets.

Claude-Gemini Collaborative Integration

Enables real-time collaboration between Claude and Gemini, allowing Claude to consult Gemini while maintaining session context and conversation history.

3 tools

Sidvy MCP Server

A toolset for interacting with the Sidvy API, allowing AI models to manage notes, hierarchical groups, and todos within customizable workspaces.

36 tools

Linggen

A local-first RAG and MCP memory layer that provides semantic codebase search and knowledge indexing across multiple projects for AI assistants.

OpenWeather MCP Server

A tool-based interface for retrieving real-time weather data and 5-day forecasts worldwide using the OpenWeatherMap API, supporting timezone offsets.

2 tools

Prompt for User Input MCP Server

A Model Context Protocol server that enables AI models to interactively request information or clarification from users in real-time through their code editor environment.

1 tool

mcp-backlog

Needs Setup

A comprehensive MCP server that integrates Backlog's project management API with AI agents, enabling automated management of issues, wikis, versions, and project metadata.

31 tools

mcp-domain-checker

A specialized MCP server for checking domain name availability and generating intelligent registration suggestions across multiple TLDs using WHOIS integration.

3 tools

redmine

Needs Setup

A Redmine API integration for MCP that enables AI agents to manage projects, track time, and handle the full lifecycle of issues including searching, creation, and updates.

14 tools

TapData Database Explorer

MCP (Model Context Protocol) Server. Bridges AI assistants with TapData database connections, enabling natural language exploration of schemas and execution of CRUD operations across various database systems.

xaffinity MCP

MCP server for Affinity CRM - entity search, relationship intelligence, and workflow management

openroute-mcp

A specialized MCP server for planning routes using the OpenRouteService API, supporting activities like hiking, cycling, and driving with additional support for POI search and Switzerland-specific trail data.

6 tools

GraphQL Toolkit

MCP (Model Context Protocol) Server. Enables LLMs to interact with GraphQL APIs through schema introspection and query execution, with security measures like disabled mutations and support for authentication headers.

2 tools

ekms-mcp-server

A specialized Model Context Protocol server for Enterprise Knowledge Management Systems, enabling AI tools to search, retrieve, and manage corporate knowledge bases and customer data.

7 tools