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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Pipefy MCP Server

Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, database tables, and records through natural language. It provides tools for searching, creating, and retrieving detailed information about Pipefy workflows and database entities.

Restaurant Reservation MCP Server

Enables users to search, check availability, and book restaurant reservations across Resy and OpenTable platforms. It supports direct booking for Resy and includes an automated reservation 'sniper' for securing high-demand slots the moment they become available.

Agents Registry MCP Server

Enables AI agents to discover each other and communicate through cryptographically verified messaging and secure inbox management via the Agents Registry. It provides tools for Ed25519-based identity authentication, message signing, and agent discovery across domains.

DROYD MCP Server

Enables interaction with the DROYD AI trading agent API for cryptocurrency research, project discovery, and market screening. Users can manage watchlists, chat with AI agents, and execute trades directly through MCP-compatible clients.

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

ProjGraph MCP Server

Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and project metrics.

Notion Remote MCP Server

Enables secure interaction with Notion through a suite of tools for searching, reading, and modifying pages and databases. It features OAuth 2.1 authentication with PKCE and encrypted token storage to provide an enterprise-ready interface for MCP clients.

mcp-notification

Push notifications for AI developers via MCP - Get notifications from Claude Desktop, Claude Code, Cursor, and Windsurf on your mobile device

roblox-studio-mcp

Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools

@kazuph/mcp-raindrop

MCP Server for Raindrop.io

claudecode-rlm

MCP server for Claude Code - Knowledge graph-based context storage with 74x faster reads

codesort-server

🚀 CodeSort Server v2.0.0 - Simplified, robust MCP server for code analysis. Works with Claude Desktop, Claude CLI, and other AI tools. Zero configuration required.

anydb-mcp

The ultimate universal database connector for AI Agents (Cursor, Claude, Gemini, Zed, Cline). Zero-config MCP server for PostgreSQL, MySQL, SQLite, MongoDB, and Redis.

MCP Image Recognition Server

Provides image recognition capabilities using Anthropic Claude Vision and OpenAI GPT-4 Vision APIs, supporting multiple image formats and offering optional text extraction via Tesseract OCR.

Algorand MCP Server

Provides 50+ tools for comprehensive Algorand blockchain development including account management, asset operations, smart contracts, atomic transactions, swap functionality via Pera Swap, and semantic search through Algorand documentation.

Reddit Ads MCP

MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull reports.

tes-mcp-server

Exposes public weather and climate data through a standardized API, allowing AI agents to retrieve current conditions, 7-day forecasts, and historical data. It enables weather-aware automation and data enrichment for conversational agents and travel planning.

MemOS-MCP

A Model Context Protocol integration for the MemOS memory system, optimized for personal AI assistant scenarios with intelligent memory management and retrieval capabilities.

viewpo-mcp

Provides AI assistants with visual feedback for responsive web design by capturing screenshots and extracting DOM layout data through the Viewpo macOS app. It enables automated UI verification and responsive behavior comparison across multiple viewport breakpoints.

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

MCP Obsidian MongoDB Server

A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes and MongoDB, creating an integrated knowledge management system with real-time synchronization and search capabilities.

Fathom Video MCP Server

A Model Context Protocol server that integrates with Fathom to browse meeting recordings, retrieve AI-generated summaries, and access full transcripts with speaker attribution.

3 tools

Bing Search (Free)

Free Bing search MCP server - No API key required

Speech AI - Pronunciation, TTS & STT

Pronunciation scoring, text-to-speech (12 voices), and speech-to-text with timestamps.

Fabric Marketplace

Agent-native marketplace API. Discover, negotiate, and trade any allocatable resource.

MCP Dataverse

50 tools for Microsoft Dataverse: query, CRUD, metadata, search, files, audit, batch, and more.

MCP Server for ElevenLabs

A Model Context Protocol server for ElevenLabs conversational agents that enables them to search the web, get weather information, and perform calculations.

Magic UI MCP Server

A foundation for building interactive applications using the Model Context Protocol that integrates AI capabilities with Magic UI components.

ElevenLabs MCP Server

Provides comprehensive access to ElevenLabs AI audio features including text-to-speech, voice cloning, sound generation, and audio isolation. Enables users to generate high-quality speech, manage voices, transform audio, and access ElevenLabs services through natural language interactions.

propstack-mcp

Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings.