AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Azure Storage MCP Apps Demo
Provides an interactive dashboard within VS Code Copilot to manage Azure Storage accounts, containers, and blobs through a rich UI. It enables users to visualize storage resources, perform CRUD operations, and generate SAS tokens using the Model Context Protocol.
Portfolio Tracker MCP Server
A specialized MCP server for managing investment portfolios that provides real-time profit and loss calculations and price refreshes via Yahoo Finance. It enables AI clients to perform deep analysis on specific stock positions and overall portfolio performance.
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 from Claude Desktop via a local proxy.
Inbound Email MCP Server
A specialized MCP server that provides AI agents with their own email identity to send, receive, and manage mail and webhooks via the Inbound Email API.
Ecomm MCP Server
An MCP server that enables product discovery by searching e-commerce APIs and providing structured, markdown-formatted product listings with pricing and links.
Loom Local MCP Server
Extracts and analyzes key frames from Loom videos or local video files using scene change detection to provide visual context for debugging.
Playwright MCP
Enables browser automation and web page interaction through Playwright's accessibility tree, allowing LLMs to navigate, fill forms, click elements, and extract content without requiring vision models or screenshots.
Kibana MCP Server
Provides seamless access to Kibana and Periscope logs through a unified API with KQL and SQL querying, AI-powered log analysis, and support for searching across 1.3+ billion logs in 9 indexes.
Playwright
Improved Playwright MCP (forked from the official Microsoft one), with improvements mostly in the LLM selection and efficiency (currently, Cursor automatically chooses its built-in scrapping, and it works bad).
Playwright MCP Server
A Playwright-based MCP server that enables AI agents to programmatically automate and inspect web pages using structured data rather than just screenshots.
Claude Kali MCP Commander
An MCP server that provides secure access to Kali Linux cybersecurity tools through Claude's interface, enabling users to run Kali Linux commands directly from Claude Desktop.
Wordware
MCP (Model Context Protocol) Server. Integrates with Wordware's deployed flows to enable founder research, lead enrichment, Notion integration, and task solving with Google search and API capabilities.
Marqeta DiVA API MCP Server
A comprehensive MCP server providing programmatic access to Marqeta DiVA API for financial analytics, reconciliation, and transaction monitoring with support for advanced filtering and optional RAG capabilities.
Sally MCP Server
Enables MCP clients to interact with Sally AI assistant using x402 blockchain-based micropayments for secure, transparent transactions.
Cloudflare Remote MCP Proxy
A deployment template for hosting remote Model Context Protocol servers on Cloudflare Workers using the Server-Sent Events (SSE) protocol. It serves as a bridge for custom tools to be accessed by local clients like Claude Desktop via a remote proxy.
yt-analysis-mcp
A tool that leverages Google's Gemini API to provide summaries and answer specific questions about YouTube videos and shorts directly from their URLs.
Caipher MCP
A comprehensive MCP server providing deep integration with n8n, granting AI assistants access to over 1,000 node definitions, 2,700 templates, and live workflow management capabilities.
arc-security
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ findings.
Exa MCP Server
Enables AI assistants to perform web searches, research paper searches, and Twitter searches using the Exa AI Search API with real-time crawling and structured results.
MCP Standardized Tool Demo
A Node.js MCP server that extracts numerical data from text and generates frequency-based statistical chart data for visualization.
Zendesk MCP Server
A Zendesk MCP server that enables AI agents to search tickets, retrieve details, and analyze agent performance and service inquiry trends for customer support insights.
RLM MCP Server
A Python-based MCP server implementing Recursive Language Models to process massive datasets by storing data in sandboxed external variables instead of the model's context window.
Oura Ring MCP Server
A Python-based MCP server that allows AI assistants to query Oura Ring health data, including sleep, activity, readiness, and cardiovascular metrics via the Oura API v2.
Apollo.io MCP Server
A comprehensive MCP server for interacting with Apollo.io's global database to search, enrich, and manage people and organization data. It enables seamless integration for lead generation, account management, and contact enrichment through natural language commands.
MCP Creator Growth
A context-aware learning assistant that facilitates AI coding education through interactive quizzes, five-why reasoning, and RAG-based tracking of debugging experiences.
Xiaohongshu MCP Python
A Python-based MCP server for Xiaohongshu (Red) that provides comprehensive automation for account management, content discovery, interaction, and publishing using Playwright.
Video to Text MCP Server
A robust transcription server that downloads video or audio from online platforms and converts them to text, JSON, SRT, or VTT formats using yt-dlp, ffmpeg, and OpenAI Whisper.
WorldBank GDP & Employment MCP Server
A WorldBank API interface for querying global economic development indicators, specifically focusing on GDP and labor market statistics like employment rates and sectoral data.
memvid-mcp
An MCP server that provides a persistent memory layer for AI agents by wrapping the memvid CLI. It enables users to manage memory files, perform hybrid searches, and conduct RAG-based question answering through 40 specialized tools.
Cambridge Dictionary MCP Server
Enables AI assistants to look up word definitions, pronunciations, and example sentences from the Cambridge Dictionary through natural language queries.