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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Retell AI MCP Server

Enables interaction with Retell AI's voice and chat agent platform. Build, deploy, and manage AI phone agents, configure conversation flows, handle calls/chats, and manage phone numbers through natural language.

PostgreSQL MCP Server

A production-ready MCP server that enables AI agents to securely query and analyze PostgreSQL databases with built-in safeguards like read-only mode, schema restrictions, and query timeouts.

4 tools

Google Workspace MCP Server

A powerful Google Workspace integration for MCP that provides over 100 tools to manage Google Drive, Gmail, Calendar, Docs, Sheets, Slides, Meet, Tasks, and Contacts directly through Claude.

123 tools

GPT Research MCP Server

Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search capabilities, returning comprehensive results with citations and source references.

Apple Notes MCP Server

Enables interaction with Apple Notes on macOS through AppleScript, allowing users to list, search, read, create, update, and delete notes across accounts and folders.

CryptoQuant MCP Server

Enables AI assistants to access real-time on-chain crypto analytics, whale tracking, and market metrics through natural language queries. It provides access to over 245 endpoints for comprehensive data analysis of assets like Bitcoin, Ethereum, and stablecoins.

Metaso MCP Server

An MCP server that integrates Metaso AI search engine capabilities, providing advanced web searching, full-page content extraction, and search-enhanced knowledge answering.

3 tools

Windows MCP Server

A professional automation server that enables AI to control Windows PCs using intelligent UI tree analysis, high-performance screen capture, and robust system-level commands with enterprise-grade error handling.

25 tools

kube-MCP

A Kubernetes MCP server providing cluster management and advanced troubleshooting capabilities through HTTP chunked streaming and specialized diagnostic prompts.

1 tool

Ukraine War MCP

Provides text analysis tools including TF-IDF document search and text profiling (sentiment, readability, keywords) for analyzing text corpora through structured MCP interfaces.

Research Paper Ingestion MCP Server

A specialized MCP server for autonomous academic research that integrates arXiv and Semantic Scholar to discover, download, and analyze research papers while storing key insights into memory.

6 tools

Smart Search MCP Server

A robust MCP server that provides web search capabilities with structured JSON results, featuring configurable result counts and pagination via a remote search API.

2 tools

datagouv-mcp

An MCP server that connects AI chatbots directly to data.gouv.fr, France’s national open data platform. It allows users to search, explore, and analyze thousands of public datasets simply by asking questions in natural language.

AI Scratchpad

Manages a global scratchpad file on your Desktop for tracking interruptions, ideas, tasks, and focus across all projects with secure input validation and rate limiting.

Competitive Intelligence & Daily Planning MCP

A tool that automates competitive intelligence gathering from news sources and integrates it with calendar and task management systems for optimized daily planning.

3 tools

task-graph-mcp

MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination

MCP RAG System

A Retrieval-Augmented Generation system that enables uploading, processing, and semantic search of PDF documents using vector embeddings and FAISS indexing for context-aware question answering.

Boilerplate MCP

A template repository for developing Model Context Protocol (MCP) servers with devcontainer setup and curated learning resources.

Blocksworld Simulation MCP Server

A specialized MCP server that bridges LLMs with the Blocksworld Simulation, allowing AI agents to perform robot-arm actions, query environment states, and solve planning problems via a REST API.

7 tools

Remote MCP Server on Cloudflare

A template for deploying Model Context Protocol (MCP) servers on Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure remote access to tools for clients like Claude Desktop while leveraging Cloudflare's serverless infrastructure.

1 tool

MCP CopyQ Server

Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, searching, and managing clipboard items organized in tabs with tags and notes through a unified interface.

Apollo.io MCP Server

Integrates Apollo.io's B2B sales platform with Claude AI, enabling prospect search, contact enrichment, email sequence management, list analytics, and sales intelligence operations through natural conversation.

llm-helper

A code intelligence MCP server that implements a structured phase-gate workflow to give LLMs Cursor-like codebase understanding through semantic search, symbol analysis, and impact verification.

22 tools

xfoil-mcp

A specialized MCP server that wraps the XFOIL aerodynamic tool, allowing AI agents to programmatically generate lift, drag, and moment polars for airfoil analysis via STDIO or HTTP.

1 tool

mcp-email-aws-ses-template

YAPS MCP Server

Enables LLMs to query tokenized attention scores and credibility metrics for X/Twitter accounts through Kaito's YAPS API, with support for comparing influencers and accessing daily leaderboards of top crypto influencers.

gmail-mcp

alecs-mcp-server-akamai

envibe

Secure permission layer between AI agents and your .env files

Usher MCP

Enables users to search and view detailed movie information from TMDB, including cast, ratings, and showtimes, through an interactive widget interface.