AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Amazon Order History
A browser-automation based MCP server that exports Amazon order history, shipment tracking, and financial transactions across 16 regional sites into CSV format for accounting and personal finance tracking.
cyntrisec
A local-first AWS security tool that uses graph theory to discover attack paths (e.g., Internet → Role → DB) and prioritize remediations. It allows agents to perform read-only security audits and generate Terraform fixes without data exfiltration.
Playwright Plus
MCP (Model Context Protocol) Server. Enables web automation with Playwright for browsing, form filling, screenshot capture, and JavaScript execution, plus a simple note storage system for content extraction and manipulation.
etphonehome-public
A remote access system using reverse SSH tunnels that allows AI agents like Claude to manage, explore, and execute commands on machines behind firewalls or NAT.
KnowAir Weather MCP
A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API.
CompText MCP Server
An MCP server providing access to the CompText DSL Codex in Notion, specifically designed for managing programming modules, KI-steering, and documentation through Claude and REST API.
TrueRAG Compliance Policies
MCP (Model Context Protocol) Server. Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance.
LoanPro
MCP (Model Context Protocol) Server. Integrates with the LoanPro lending platform API to access loan management data, customer information, payment history, and loan portfolio details for financial services workflows.
Runbook Documentation
MCP (Model Context Protocol) Server. Integrates with Runbook documentation systems to provide direct access to articles, books, and search functionality within Claude conversations, eliminating context switching when referencing team documentation.
SearXNG
MCP (Model Context Protocol) Server. Enables language models to perform web searches through SearXNG, a privacy-focused metasearch engine, with customizable parameters like categories, time ranges, and pagination.
Local Repository Bridge
MCP (Model Context Protocol) Server. Provides a bridge between Claude and local repositories, enabling direct code analysis, bug fixes, and feature development through specialized tools for generating prompts, executing terminal commands, and locating repositories by keyword.
Apple Ecosystem
A comprehensive MCP server for native macOS integration, enabling AI control over Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps through AppleScript and database access.
Perplexity
A Model Context Protocol server that integrates Perplexity AI's web search capabilities, providing AI-generated answers with source citations.
FOFA Quake Hunter MCP Server
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyberspace mapping platforms for asset discovery and security research. It supports natural language parameter configuration and provides comprehensive search tools for retrieving IP, port, and domain data.
GoHighLevel MCP Server
Provides AI models with direct access to over 461 GoHighLevel CRM tools for managing contacts, sales opportunities, and automated messaging through natural language. It enables comprehensive automation of CRM operations including appointment scheduling, payment processing, and lead management.
Master MCP Proxy
A production-ready proxy server that aggregates multiple MCP backends into a single secure endpoint, offering unified tool discovery, OAuth authentication, and resilient routing.
Lassare
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
@sudosandwich/limps
Local Intelligent MCP Planning Server - AI agent plan management and coordination
Word Document Formatter
MCP (Model Context Protocol) Server. Enables Microsoft Word document manipulation with text formatting and color control capabilities through python-docx and langchain-mcp-adapters.
PDF MCP Flow
A robust PDF processing server optimized for LLM contexts and RAG workflows, supporting intelligent Markdown conversion, high-fidelity table and image extraction, and format conversion between PDF, Word, and Markdown.
Ticketmaster Live Events
MCP (Model Context Protocol) Server. Connects AI assistants to Ticketmaster's API for searching and discovering upcoming music events by location, date range, and keywords with detailed event information and ticket links.
Liana-MCP
A specialized MCP server providing a natural language interface for single-cell RNA-Seq analysis, leveraging the LIANA+ framework for cell-cell communication inference and visualization.
Tracxn
MCP (Model Context Protocol) Server. Integrates with Tracxn's startup and investment data platform, enabling search and analysis of companies, investors, transactions, acquisitions, and business models for startup ecosystem research and competitive intelligence.
PubMed MCP Server
A comprehensive MCP server providing access to NCBI's PubMed database of 36+ million citations, enabling advanced searching, citation management, and full-text retrieval from PubMed Central.
preloop
MCP proxy & AI automation platform with a human approval layer
Build Vault
A specialized MCP server that turns The Build Podcast into a searchable knowledge base using hybrid vector and full-text search, allowing users to query AI insights, business frameworks, and product strategies.
Four-in-a-Row
MCP (Model Context Protocol) Server. Implements a Four-in-a-Row (Connect Four) game with RESTful API endpoints for creating games, making moves, checking win conditions, and managing game state with support for custom board dimensions and persistent storage.
Spotify
A comprehensive Spotify API integration for MCP, allowing AI assistants to control playback, manage playlists, search the music catalog, and retrieve lyrics.
Agent Communication MCP Server
A robust orchestration layer for AI agents that enables seamless delegation, real-time progress tracking, and transparent communication between specialized sub-agents.
Wise MCP Server
Provides a comprehensive interface for the Wise (formerly TransferWise) API, allowing users to manage recipients and execute international money transfers.