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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Real Time News Data MCP Server

A comprehensive MCP server providing real-time international and local news data, offering tools for topic-based headlines, deep-dive story coverage, and multi-language search capabilities.

7 tools

Aruba Email & Calendar

An MCP server that integrates Aruba email and calendar services with AI assistants using IMAP, SMTP, and CalDAV protocols. It allows for advanced email management, automated signature creation, and full calendar scheduling directly through LLM contexts.

13 tools

arxiv-mcp

A Model Context Protocol server that allows AI assistants to search the arXiv database, download scientific papers, and extract specific sections like abstracts or methods.

3 tools

superfetch

Needs Setup

A robust web content fetcher that extracts readable content from URLs and converts it into clean, AI-friendly Markdown using Mozilla Readability.

1 tool

sirv-ai-mcp-server

Failed

MCP server for Sirv AI Studio - AI-powered image and video processing

mcp-podcast-scraper

An MCP server that automates podcast ingestion by scraping YouTube or RSS feeds and transcribing them using Deepgram's Nova-2 model for easy summarization.

10 tools

ComfyUI MCP Server

Enables AI agents to manage ComfyUI workflows using a human-readable Domain Specific Language (DSL), with automatic conversion to/from JSON format. Supports workflow creation, validation, execution, and monitoring through natural language interactions.

mulmocast-vision

Validated

A specialized presentation slide generator that uses LLMs to create professional business decks from 80+ customizable HTML-based templates.

83 tools

inkog

Needs Setup

A security-focused MCP server that audits AI agents and MCP servers for vulnerabilities, evaluates compliance framework adherence, and validates governance declarations.

7 tools

Google Docs MCP Server

A remote MCP server deployed on Vercel that allows Claude to manage Google Docs, supporting multi-user OAuth authentication and document operations via SSE transport.

6 tools

@birthday8/doc-mcp

Doc Creator MCP Server - Generate Word documents from HTML with rich formatting support

LLM_Docx_Agent_MCP

A comprehensive MCP server for managing the full lifecycle of Microsoft Word (.docx) documents, including text manipulation, template merging, style application, image extraction, and LaTeX equation conversion.

23 tools

cybersim-pro

A professional-grade cybersecurity training and incident response server that integrates simulation, network analysis, and forensics with executive reporting and GRC synchronization.

12 tools

huoshui-file-search

A macOS-exclusive MCP server that leverages the native Spotlight 'mdfind' command to perform high-performance file searches with advanced filtering and regex support.

1 tool

markdownify-mcp-http-server

A versatile MCP server that transforms various document types (PDF, Office files), media (images, audio), and web content (YouTube, Bing) into clean, LLM-friendly Markdown format.

10 tools

CourseForge

AI-powered e-learning course builder with 61 tools and 17 domain-specialist skills.

Grimoire

Provides D\&D 5e spell information through search and filtering tools. Access detailed spell data, class-specific spell lists, and spell school references powered by the D\&D 5e API.

Viterbit MCP Server

A comprehensive MCP server for interacting with the Viterbit recruitment API, enabling candidate management, job tracking, and application processing with advanced filtering and statistical reporting.

16 tools

BowenXU0126-aistudio_hw3

A simple greeting server that provides personalized salutations with optional pirate-themed flair.

1 tool

MCP Trello

Enables interaction with Trello boards through comprehensive card, list, and board management tools. Includes built-in rate limiting, type safety, and support for operations like creating cards, updating details, managing members, and tracking board activity.

PixelLab

Generate animated pixel art characters, tilesets, and object directly from your AI coding assistant!

mcp-link-scan

A tool for scanning and summarizing web content, featuring specialized support for YouTube and Instagram Reels through audio transcription (Whisper) and text summarization (Llama3 via Ollama).

2 tools

Testmo MCP Server

A comprehensive MCP server for Testmo that enables AI assistants to manage the full test lifecycle, including projects, folders, test cases, and test runs via the Testmo REST API.

15 tools

robinhood-mcp

An MCP server wrapper that integrates with LLMs like Perplexity to provide portfolio rebalancing recommendations and signal generation using custom analytics.

Codex LSP Bridge

A powerful bridge that exposes Language Server Protocol (LSP) functionality as MCP tools, providing IDE-grade semantic navigation, refactoring, and diagnostics for modern AI workflows.

15 tools

Developer Name

A lightweight Node.js MCP server that provides customizable developer identity information via environment variables. It can be easily integrated into AI workflows using npx or Docker.

1 tool

Dify MCP

Enables validation of Dify Workflow DSL YAML files through MCP protocol. Allows users to check the validity and structure of Dify workflow definition files.

The Aleph MCP

A robust network intelligence suite providing LLMs with real-time PTR record lookups, ASN analysis, and traceroute enrichment through The Aleph API.

13 tools

Xiaohongshu (RedBook) MCP Server

Enables automated interaction with Xiaohongshu (Little Red Book) platform including searching posts, retrieving content and comments, and posting AI-generated comments with persistent login support.

huoshui-pdf-translator

A specialized MCP server for translating academic papers and technical PDFs while preserving mathematical formulas and original layout structure using PDFMathTranslate-next.

4 tools