AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Asana
A comprehensive MCP server for Asana that provides over 30 tools for managing tasks, projects, workspaces, and attachments, enabling full automation of project management workflows through LLMs.
MCP Playwright Browser
Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.
Cloudflare MCP Server for Static Sites
A Cloudflare Worker-based MCP server that converts any static website into a searchable knowledge base for AI assistants using R2 for index storage and Fuse.js for fuzzy search.
MCP-AppleScript
A local MCP server that provides a secure bridge for automating macOS applications like Notes, Calendar, and Mail through AppleScript. It uses template-based execution and policy-based allowlists to enable safe, structured interaction with system tools.
Network Scanner MCP
A comprehensive network monitoring and discovery tool that provides ARP scanning, port/service detection, and cluster health monitoring for AI systems.
TalkHub Store MCP Server
A Model Context Protocol server that integrates with Supabase, allowing AI assistants to access and manipulate store data through tools for product searching, filtering, and analysis.
banana-prompts-mcp
A specialized MCP server for searching high-quality AI art prompts from the Banana Prompts collection by tags or keywords.
CodeBase Optimizer
A sophisticated codebase analysis tool that uses AI-powered pattern recognition to detect cross-language duplicates, validate microservices architectures, and generate actionable optimization reports.
Weather & HR Management MCP Server
A unified MCP server that provides real-time weather data and a comprehensive HR management module for tracking job applications, interview schedules, and recruitment activities.
Rhombus MCP Server
Enables AI assistants to interact with Rhombus physical security systems, providing access to smart cameras, access control, IoT sensors, and alarm monitoring.
Trading MCP Server
A Python-based MCP server that retrieves real-time stock market data from Yahoo Finance for Claude AI. it allows users to query current market prices and ticker information through a seamless agent interface.
AIOS Co-Founder MCP
A professional AI executive assistant server that integrates Google Workspace services with web search capabilities and human-in-the-loop approval gating.
BlackLotus MCP Server
Provides AI tools for generating project planning documents including technical design plans, phase-based task checklists, and detailed role definitions as plain text files.
MCP Server Boilerplate
A starter template for building Model Context Protocol servers that can integrate with AI assistants like Claude or Cursor, providing custom tools, resource providers, and prompt templates.
Lighthouse (PageSpeed Insights)
MCP (Model Context Protocol) Server. Integrates with Google PageSpeed Insights API to run performance audits on web pages, retrieving detailed metrics and identifying optimization opportunities for web developers.
GSC MCP Server v2 - Remote Edition
A hosted MCP server that connects Claude to Google Search Console via OAuth 2.0, allowing users to analyze search performance, inspect URLs, and manage sitemaps through natural language.
agent-payment-mcp
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketplace.
MCP Seat Reservation Server
A comprehensive MCP server for managing office seat reservations, allowing users to browse office layouts, check seat availability, manage bookings, and interact with seat-specific comments via a REST API.
Woolworths MCP Server
Enables interaction with Woolworths Australia's online shopping platform through browser automation and API integration. Supports product search, browsing specials, managing shopping cart, and accessing product details through natural language.
panoramic-ireland-booking
MCP server for Panoramic Ireland tours. Discover, check availability, and create bookings.
Hello Widget Example
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as a template for creating MCP servers with custom UI components.
Foqal
Foqal MCP connects AI assistants to an enterprise workflow platform, enabling automated ticketing, knowledge base management, and cross-platform integrations with Slack, Teams, and IT service tools.
mcp-server
Memory system for AI agents with semantic search. Store and recall memories with ease.
Tigris MCP Server
Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object management.
Bugsink MCP Server
A tool that enables AI assistants to query and analyze error logs, stacktraces, and issues from self-hosted Bugsink error tracking instances.
QMD - Query Markdown
A containerized hybrid search server that combines BM25 keyword matching and vector semantic search to index and query local markdown knowledge bases.
Maven - Autonomous CFO
An autonomous AI financial officer that provides trading decisions, strategic risk management, and git-persistent memory for the Mother Haven ecosystem.
Composer Package README MCP Server
A specialized MCP server for PHP developers that facilitates fetching READMEs, metadata, and searching for Composer packages via Packagist and GitHub.
Danbooru Tags MCP Server
Enables searching and analyzing Danbooru tags, character statistics, and wiki information. Extracts tags from posts, analyzes frequently used tags for characters with customizable filters, and retrieves detailed wiki entries.
Cloudflare Playwright MCP
A robust browser automation server that runs Playwright on Cloudflare Workers, allowing AI assistants to navigate websites, interact with UI elements, and capture screenshots via natural language.