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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

SSH MCP Server

2

Enables remote command execution and file management over SSH and SFTP, supporting persistent connection storage and automated discovery for BinaryLane VPS servers.

MCP Shop Server

2

A multi-region shopping assistant that uses Playwright to automate deal-hunting and product searches across Amazon, eBay, and various Pepper-network sites like Dealabs and Mydealz.

SSH MCP Server

2

An MCP server that enables AI assistants to execute shell commands and manage files on remote servers via SSH. It supports recursive directory uploads, archive extraction, and direct file creation from text content.

Yahoo Finance

2

A comprehensive MCP server that provides real-time stock quotes, fundamental financial statements, historical data, and analyst forecasts using Yahoo Finance and Alpha Vantage.

6 tools

t-pane MCP Server

2

A tmux-integrated toolset that allows AI models to manage terminal panes and execute commands with smart output capture and interactive prompt detection.

9 tools

atlas-g-protocol

2

Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk to your resume, find out if you are available for work, and more. Use the MCP to allow recruiters, managers, and anyone with an agent to "talk" to your resume.

Shopify Store MCP Server

2

Enables AI agents to interact with live Shopify stores through Admin and Storefront APIs for tasks like GraphQL execution, bulk operations, and file uploads. It includes built-in rate limiting and operation logging to manage store data and schema discovery securely.

ms-agentframework

2

A production-ready MCP server integrating Microsoft Agent Framework with Azure OpenAI GPT-4, offering tools for real-time weather, mathematical calculations, and Taiwan stock price queries via SSE/HTTP streaming.

3 tools

Sora2 MCP

2

A specialized MCP server for OpenAI's Sora API that enables programmatic generation, status tracking, and remixing of high-quality AI videos directly through AI assistants.

6 tools

Sequential-Thinking-Tools

2

A sequential thinking tool that enables complex problem-solving by breaking tasks into manageable steps with dynamic revisions, hypothesis verification, and intelligent tool recommendations.

1 tool

Webcam MCP

2

An MCP server that provides LLM agents with direct access to webcam hardware for capturing high-resolution photos and recording video sequences. It enables autonomous agents to monitor environments and interact with the physical world through standard Model Context Protocol tools.

Porkbun MCP

Needs Setup
2

MCP server for Porkbun domains and DNS.

lsp-mcp-server

2

Bridges Claude Code to Language Server Protocol (LSP) servers to enable semantic code intelligence features like navigation, refactoring, and real-time diagnostics. It supports multiple languages including TypeScript, Python, and Rust with multi-root workspace capabilities.

Mongo-MCP

2

A comprehensive MCP server providing full CRUD operations, index management, and administrative monitoring for MongoDB databases, enabling LLMs to perform complex data queries and database maintenance.

30 tools

bingcn

2

A Chinese-focused Bing search tool that allows AI models to search the web and retrieve webpage content without requiring a personal Bing API key.

2 tools

IFS Cloud MCP Server

2

A specialized MCP server for intelligent IFS Cloud codebase analysis, featuring hybrid semantic-lexical search, PageRank dependency ranking, and comprehensive support for PL/SQL, entities, and projections.

3 tools

mcp-thinkgate

Needs Setup
2

Auto-classifies prompt complexity and routes to the right Claude thinking mode. No API key needed.

Unified Search MCP Server

2

A robust MCP server for unified searching across Google Scholar, Google Web, and YouTube, featuring enterprise-grade caching, rate limiting, and security layers.

7 tools

MCPDocSearch

2

A documentation crawler and MCP server that converts websites into searchable Markdown with semantic vector embeddings for natural language queries.

3 tools

LinkedIn Sales & Navigator MCP Server

2

Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator for searching profiles, managing leads, and handling messaging via cookie-based authentication. It supports professional networking tasks such as sending connection requests and retrieving account details through the Model Context Protocol.

Coinbase Chat MCP

2

A comprehensive MCP server providing real-time Coinbase cryptocurrency market data and a simulated virtual economy for educational trading and wallet management.

13 tools

Mathematical-Visualization

2

A specialized MCP server that provides 19 professional mathematical visualization tools based on JSXGraph, covering geometry, calculus, statistics, economics, and engineering for educational and scientific use.

19 tools

mcp-mem.ai

2

Production-ready MCP server for Mem.ai - Intelligent memory platform integration for AI assistants

Gel MCP Server

2

Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules.

6 tools

PowerPoint Translator MCP Service

2

An MCP server that provides professional PowerPoint translation using AWS Bedrock models, preserving slide formatting while supporting multiple languages.

2 tools

@agent-forge-copilot/cli

Failed
2

Context Engineering Toolkit — generate GitHub Copilot customization files (agents, prompts, instructions, skills, hooks, MCP servers, agentic workflows) via a multi-agent AI pipeline with interactive CLI and 11 built-in templates.

DB-Mcp

2

A secure database access service for LLMs supporting SQLite, PostgreSQL, MySQL, and MariaDB with query verification and audit logging.

4 tools

BuiltWith MCP Server

2

Provides tools to query the BuiltWith API to analyze website technology stacks, identifying frameworks, analytics, and CMS platforms used by any domain.

1 tool

Brain Trust

2

A hosted FastMCP server providing intelligent question-answering and structured plan reviews through OpenAI integration, featuring a specialized Master Review Framework for technical analysis.

3 tools

audio-processing-mcp

2

A professional-grade audio processing MCP server that provides AI-powered stem separation, vocal range analysis, and seamless loop creation using Demucs and spectral analysis.

8 tools