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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Google Sheets MCP

An MCP server that enables AI agents to read, create, and modify Google Spreadsheets through actions like editing cells and managing sheets. It features a specialized handoff protocol to synchronize tasks and state between different LLMs using a shared spreadsheet log.

PitchDeck MCP Server

An MCP server that generates comprehensive AI-powered investor pitch decks for startups and businesses. It produces structured content for slides covering problem statements, market opportunities, and business models based on specific company inputs.

RemixPost MCP Server

An MCP server that repurposes text or URL content into platform-optimized posts for Twitter, LinkedIn, Instagram, and newsletters using AI. It enables users to automatically transform articles and blog posts into engagement-ready social media threads and professional captions.

E-phy MCP Server

Provides access to the French e-phy catalog for detailed information on pesticides, fertilizers, and other phytosanitary products. It enables users to search for products, retrieve authorized usage specifications, and check the approval status of active substances.

YouTube MCP Server

Provides distraction-free access to YouTube by allowing AI assistants to retrieve subscribed channels, latest videos, and transcripts without algorithmic recommendations. It enables searching within subscriptions and direct reading of video content through simple browser cookie authentication.

Mob

Mob is an AI-first personal CRM that enables users to manage contacts, relationships, and activities entirely through natural language via the Model Context Protocol. It allows for tracking life events, reminders, and notes using a local SQLite database or an ephemeral session mode.

ProofBase MCP Server

An AI-powered server that generates realistic, customizable customer testimonials with specific tones, roles, and performance metrics. It enables users to create authentic social proof content through simple natural language prompts.

Boss Zhipin MCP Server

Automates job searching and initial communication on the Boss Zhipin platform by parsing resumes and matching them with relevant job listings. It includes anti-bot detection features and supports automated messaging to HR representatives through various MCP clients.

SiteScore MCP Server

Provides comprehensive website auditing for SEO, performance, accessibility, and security using AI-powered analysis. It enables users to generate detailed audit reports and actionable improvement suggestions for any given URL.

FastAPI MCP Server

A high-performance Model Context Protocol (MCP) server designed for large language models, enabling real-time communication between AI models and applications with support for session management and intelligent tool registration.

LegalForge MCP Server

Enables the generation of professional, jurisdiction-specific legal documents like privacy policies, terms of service, and cookie policies. It allows users to produce structured HTML legal content by providing specific parties, terms, and service configurations to an AI-driven tool.

iA Document Management MCP Server

Provides tools to authenticate, search, and manage sessions within WingArc's iA Document Management System. It enables users to perform free word document searches and manage security tokens through the Model Context Protocol.

CopyForge MCP Server

An MCP server that generates conversion-optimized e-commerce product descriptions, bullet points, and SEO metadata using AI. It supports multiple platforms like Shopify and Amazon with customizable tones for various writing styles.

HireScript MCP Server

Generates inclusive, bias-free job descriptions by leveraging Claude AI to detect and mitigate gendered, ageist, or ability-biased language. It provides structured feedback through inclusivity scoring and specific alternative suggestions for exclusionary phrases.

BrandSnap MCP

An MCP server that generates comprehensive brand identity kits including color palettes, typography, brand voice, and logo concepts. It enables users to transform business values and descriptions into detailed branding and social media guidelines using the BrandSnap API.

AdCraft MCP Server

Enables AI-powered generation of platform-optimized ad copy for Facebook, Google Ads, and LinkedIn by wrapping the AdCraft API. It allows users to create tailored marketing content based on specific product descriptions, target audiences, and desired brand tones.

ReviewReply MCP Server

An MCP server that generates professional and context-aware responses to customer reviews using Claude AI. It supports multiple tones and business types to provide tailored feedback variations for both positive and negative reviews.

ProposalPilot MCP Server

Generates professional, AI-powered freelance project proposals including executive summaries, scopes of work, and pricing structures. It leverages Claude to create tailored proposals based on specific project descriptions, budgets, and timelines.

MCP Riddle Game Server

Provides tools to fetch random or categorized riddles, verify answers, and view riddle statistics. It supports communication via HTTP and SSE for seamless integration with AI agents.

Mask Editor

Allows users to upload images and paint selections with a brush tool to generate and save black-and-white masks. It provides an interface for visual selection that integrates with MCP clients for image processing workflows.

HistGradientBoostingClassifier MCP Server

Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.

frida-mcp

An MCP server that enables AI-assisted mobile security testing by exposing Frida functionality for Android application research. It provides tools for hooking Java methods, manipulating memory, managing device processes, and executing custom Frida scripts.

Telegram MCP Server

Enables interaction with Telegram chat history, including text, photos, and documents, via the GramJS MTProto userbot. It provides tools for searching chats, syncing message history, and downloading media files for local analysis.

gas-library-hub

Search and discover Google Apps Script libraries with AI-generated summaries

Ordinal-MCP

Implements a structured communication bus that allows AI agents to send 'oracle calls' to human operators for resolving complex decisions or judgment calls. It facilitates hierarchical message passing between agents and humans using a file-based request/response system with interaction history archiving.

MCP Web Scraper Server

An advanced web search and scraping server that enables AI models to perform targeted DuckDuckGo searches and extract clean content, tables, and metadata from webpages. It provides specialized tools for news discovery, link extraction, and comprehensive search-and-scrape workflows.

rovodev-mcp-tool

A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with Atlassian's ACLI ROVODEV for AI-powered development assistance.

@vibeplanner/mcp-server

MCP server for VibePlanner AI - Integrate project management and collaborative memory into Claude Desktop

Superset MCP Server

An MCP server for Apache Superset that enables AI models to manage dashboards, create charts with auto-detection, and execute SQL queries programmatically. It utilizes stateless HTTP transport to ensure compatibility with integration tools like Open WebUI.

Algorand MCP Server

Enables interaction with the Algorand blockchain through 25+ specialized tools for account management, payments, asset creation, NFT operations, and network monitoring. Supports both mainnet and testnet with instant finality and low fees.