AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Web Content Explorer
MCP (Model Context Protocol) Server. Fetches and explores web content with recursive link-following capabilities, using a dual-strategy approach with axios and puppeteer fallback to provide reliable document retrieval within time constraints.
You.com Web Access & AI
A comprehensive Model Context Protocol server providing AI agents with real-time web search, AI answers, and content extraction capabilities powered by You.com APIs.
AlipayPlus
Connect your AI Agents to AlipayPlus Checkout Payment.
Lemonade Stand
MCP (Model Context Protocol) Server. Enables playing the classic Lemonade Stand business simulation game directly within Claude Desktop through an interactive interface that manages game state and player decisions.
YouTube Research
MCP (Model Context Protocol) Server. Integrates with YouTube API to perform aggregated video searches, enabling efficient content curation and trend analysis on specified topics.
ChatGPT (OpenAI GPT-4o)
MCP (Model Context Protocol) Server. Integrates with OpenAI's GPT-4o model to provide text analysis, summarization, and generation capabilities through a simple API for scenarios requiring complex processing beyond primary capabilities.
Kibela
MCP (Model Context Protocol) Server. Integrates with Kibela API to enable searching, retrieving, and accessing collaborative documentation for knowledge management and AI-assisted workflows.
Parallel Search
A specialized MCP server that provides highly accurate web search capabilities via the Parallel Search API, optimized for daily AI-driven research tasks.
Pearl
Official MCP Server to interact with Pearl API. Connect your AI Agents with 12,000+ certified experts instantly.
Appwrite Docs
A specialized documentation MCP server that provides AI tools with intelligent, vector-based semantic search and direct access to Appwrite's technical documentation and API references.
HAProxy
A Model Context Protocol (MCP) server for HAProxy implemented in Go, leveraging HAProxy Runtime API.
Autumn (Pricing API)
MCP (Model Context Protocol) Server. Integrates with Autumn's pricing API to enable subscription management, customer information retrieval, invoice handling, and billing portal generation for businesses using Claude and other assistants.
Dify Workflow
A Model Context Protocol server that exposes Dify Workflows as tools, allowing AI models to trigger structured automation and multi-workflow processes with dynamic parameter handling.
Carla Audio Plugin Host
A comprehensive MCP server providing complete control over the Carla audio plugin host, enabling AI-driven session management, plugin control, audio routing, and real-time analysis.
Raindrop.io
MCP (Model Context Protocol) Server. Integrates with Raindrop.io to enable natural language management of bookmarking collections and tags for streamlined organization workflows.
Browser Automation
MCP (Model Context Protocol) Server. Enables Claude to automate browser interactions by detecting elements and executing planned actions for website navigation, form filling, and content interaction directly from conversations.
Windows Command Line MCP Server
MCP (Model Context Protocol) Server. This server creates a secure bridge between Claude and your computer's command-line functionality.
DataForSEO
A comprehensive MCP server providing access to the DataForSEO API suite for SERP analysis, keyword research, backlink tracking, and technical on-page SEO audits.
Umami Analytics
MCP (Model Context Protocol) Server. Integrates with Umami analytics to enable website performance analysis, user behavior tracking, and data-driven insights generation through semantic search and web crawling capabilities.
Outlook Tools
A Windows-based MCP server that leverages COM automation to manage Microsoft Outlook calendar appointments and email operations, specifically designed for local integration with Claude Desktop.
Fuel Network & Sway Language MCP Server
A specialized MCP server that provides semantic search capabilities for Fuel Network documentation and Sway Language resources using a local vector database.
Cook Recipe Collection
A food and cocktail recipe collection server providing access to over 200 searchable recipes and meal suggestions based on ingredients.
RedNote (Xiaohongshu)
MCP (Model Context Protocol) Server. Provides a bridge to Xiaohongshu (Red Note) social media platform for retrieving note details, analyzing trends, and monitoring content without manual browsing.
documentation-search-mcp
A comprehensive MCP server for searching 190+ documentation sources, performing dependency security scans, and generating project boilerplates for FastAPI and React.
Serial Hardware Bridge
A bridge between AI models and physical hardware using the Model Context Protocol, allowing natural language control of TCP-connected devices and IoT projects.
Readwise
MCP (Model Context Protocol) Server. Integrates with Readwise to access and manipulate reading data, enabling document search, highlight retrieval, and filtering by categories, tags, or date ranges for research and knowledge management workflows.
teamcity
A comprehensive MCP server that bridges AI coding assistants with JetBrains TeamCity, enabling automated build triggering, log analysis, and full CI/CD infrastructure management.
codesession-cli
codesession — Track AI agent costs, tokens, files & commits. Session tracker for Claude Code, OpenClaw, Codex, GPT, Cursor, Windsurf, Cline & any AI agent. Budget enforcement, auto-pricing, MCP server, web dashboard. Also known as codesession-cli, code se
chatgpt2md
Convert ChatGPT export to Markdown with full-text search and MCP server for Claude
Wallet Inspector (Dune Analytics)
A blockchain analysis MCP server that integrates with Dune Analytics to inspect wallet balances, transaction history, and activity across major EVM chains and Solana with automatic address format detection.