AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
AMap Weather MCP
An MCP server that provides real-time weather updates, 4-day forecasts, and comprehensive city search functionality for Chinese regions using the AMap API.
MCP Energy Hub
A specialized MCP server providing real-time US power grid intelligence, carbon intensity data, and optimization tools for carbon-aware AI compute scheduling.
Google Search
MCP (Model Context Protocol) Server. Provides Google web and image search capabilities through the Custom Search API, enabling access to current internet information with pagination and filtering options.
MCPatterns
A persistent memory layer for LLM agents that stores and retrieves personalized coding patterns, styles, and conventions to ensure consistent AI-generated code.
DDEV MCP Server
A comprehensive MCP server for interacting with local DDEV development environments, allowing AI assistants to manage project states, execute container commands, and perform secure database operations.
Telephony MCP Server
A telephony-focused MCP server that enables LLMs to perform real-world voice operations and SMS communication via the Vonage API, including speech recognition and multi-language support.
Sonarr & Radarr MCP Server
A tool for Claude to interact with Sonarr and Radarr APIs, allowing users to search media libraries, check upcoming releases, and manage download queues through natural language.
AWS Application Signals MCP Server
A specialized MCP server for AWS Application Signals that enables monitoring, troubleshooting, and SLO management through Amazon CloudWatch and AWS X-Ray integration.
Berry MCP Server
A universal framework for creating custom Model Context Protocol servers with decorator-based tool registration, automatic JSON schema generation, and support for both stdio and HTTP/SSE transports.
Tavily Web Search MCP Server
This MCP server integrates the Tavily API to provide advanced web search capabilities, allowing AI models to retrieve real-time information from the internet.
Bun Database MCP Server
A high-performance Bun-based MCP server providing secure CRUD operations, schema inspection, and parameterized SQL execution for MySQL databases.
Clinical Trials MCP Server
A specialized MCP server providing programmatic access to ClinicalTrials.gov API v2.0.4, enabling advanced search, analysis, and retrieval of metadata for over 400,000 clinical trials.
IDA Pro MCP
A comprehensive MCP server for IDA Pro that enables AI-assisted reverse engineering through binary analysis, decompilation, memory management, and debugging tools.
Gemini Daily MCP Server (Compressed)
A token-optimized MCP server that provides access to the Google Gemini CLI with a compressed schema strategy, reducing overhead by over 40% while maintaining full AI coding assistance and session management features.
Fal Recraft V3 MCP Server
A Model Context Protocol server for the fal-ai/recraft/v3 model, enabling high-quality image generation with advanced style controls and local file management.
ENC Charts MCP Server
A specialized MCP server for accessing NOAA Electronic Navigational Charts (ENC), enabling AI models to parse S-57 format data, perform spatial queries, and extract maritime navigation features like lights, buoys, and depth soundings.
ChronoSphere AI Date-Time MCP
A TypeScript/Node.js MCP server that provides AI agents with precise, locale-aware date and time data across multiple timezones.
Pipedrive MCP Server
A robust Pipedrive CRM implementation providing over 100 tools for managing deals, contacts, organizations, and activities with built-in rate limiting and caching.
SpinQit MCP Tools
A specialized MCP server that allows AI models to create and submit quantum circuits (QASM) to the SpinQ cloud platform for execution on real quantum hardware.
RSS-MCP
A professional RSS/Atom feed management system for MCP that combines persistent storage with AI-powered features like sentiment analysis, trend detection, and automated content translation.
Bilibili MCP
Provides a standardized interface to search Bilibili video content, allowing LLMs to retrieve metadata like titles, authors, and view counts with pagination.
Uptime Agent MCP Server
A monitoring integration that allows AI assistants to manage Uptime Agent tracking, analyze downtime incidents, and configure new monitor endpoints through natural language.
Bedrock Server Manager MCP Server
A comprehensive MCP server that enables natural language management of Minecraft Bedrock Edition servers, handling lifecycle operations, player allowlists, backups, and world management through the Bedrock Server Manager API.
Shopify MCP Server
A comprehensive MCP server for Shopify management via GraphQL, enabling AI models to perform CRUD operations on products, collections, blogs, articles, and pages.
Multi Agent Orchestrator MCP
An enterprise-grade orchestration server that coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to automate end-to-end software development workflows including planning, self-healing code, and cloud deployment.
Monarch Money MCP Server
A comprehensive MCP server that connects Claude Desktop to Monarch Money, allowing users to analyze spending, track budgets, and query financial transactions through natural language.
Nexar MCP Server
Searches electronic components and retrieves datasheets, real-time pricing, and availability across global distributors via the Nexar/Octopart API.
M-Team MCP Server
Enables AI assistants to interact with the M-Team private torrent tracker API for searching resources, retrieving torrent details, and downloading torrent files. It provides a bridge for Model Context Protocol clients to manage and access private tracker content through natural language.
Dot MCP
Enables AI assistants to send text notifications and content directly to Dot e-ink display devices with support for custom icons, links, and scheduled refreshes.
BrainBrainBrains
Persistent memory + context layer for AI dev teams. 17 tools via MCP.