AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp-openmediavault
Enables AI assistants to monitor and manage OpenMediaVault NAS systems by providing access to storage, network shares, user accounts, and system services. It supports OMV 5 and 6 via the JSON-RPC API for comprehensive hardware and configuration oversight through natural language.
VoiceAI-MCP-VAVicky
Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to Any Platform for Custom VoiceAi & AI Chat Integrations and You Keep 100% of the Profits
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.
zellij-mcp
MCP server that exposes Zellij terminal multiplexer operations as tools for AI coding agents
@purpleflea/casino-mcp
MCP server for AI agent casino — provably fair gambling with 0.5% house edge. Coin flip, dice, roulette, crash, custom odds. Kelly Criterion bankroll protection. By Purple Flea.
@purpleflea/trading-mcp
MCP server for AI agent trading — 275+ perpetual markets including TSLA, NVDA, GOLD, SILVER via Hyperliquid HIP-3. Stocks, commodities, crypto, forex. By Purple Flea.
@agent-forge-copilot/cli
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.
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.
copilot-studio-agent-direct-line-mcp
A TypeScript-based MCP server that integrates Microsoft Copilot Studio Agents into development environments via the Direct Line 3.0 API, allowing developers to interact with agents directly from their code editor.
mcp-sqlite-server
MCP server for SQLite — query databases, inspect schemas, explain queries, and export data from your IDE
mcp-server-dns
MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config
kindlyguard
Security-focused MCP server protecting against unicode attacks, injection threats, and other AI vulnerabilities
reachy-claude-mcp
An MCP server that integrates the Reachy Mini robot (physical or simulated) into Claude Code, enabling physical feedback through emotions, animations, speech, and task tracking.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
YouTube Transcript MCP Server
Enables users to extract, search, and analyze YouTube video transcripts directly within MCP-compatible clients. It supports advanced features like time-chunked summaries, keyword searching with surrounding context, and batch processing for multiple videos.
Fusebase MCP Server
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for handling pages, tasks, folders, and organizational administration. It features a two-tier tool system and secure session management using reverse-engineered internal endpoints.
domain-mcp
Enables domain name availability checking through DNS and WHOIS lookups with confidence scoring. It supports searching across alternative TLDs and generating domain name variations for branding purposes.
Spreadsheet MCP Server
Enables AI assistants to read, write, and format Google Spreadsheets through the Model Context Protocol. It supports comprehensive operations including data retrieval, sheet creation, and cell formatting using natural language commands.