AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp
A robust MCP server featuring a document memory system with persistent storage, quality scoring, and intelligent content routing across memory and external sources.
La Palma 24 - Vacation Rentals
Search and discover vacation rental properties in La Palma, Canary Islands, featuring real-time availability, dynamic pricing, and detailed property information across 14 municipalities.
MIDI Analyzer MCP Server
Enables comprehensive analysis of MIDI SMF files including loading, parsing, track analysis, event extraction with filtering, and detailed file summaries. Supports memory management for efficient repeated access to loaded MIDI files.
Channel Talk MCP Server
A Channel Talk integration for the Model Context Protocol that allows AI assistants to retrieve chat lists and message histories via the official Open API.
lan-mcp-cups
MCP server for printing to CUPS network printers via streamable HTTP. Discover printers, add them locally, and send print jobs from Claude Code or other MCP clients.
mcp-giljabi
An MCP server designed to help users find and install PlayMCP tools using a hybrid search mechanism (keyword and semantic embeddings). It leverages Google Gemini to match user requests with relevant MCP servers.
mcpolice
A compliance monitoring system designed for international agencies to track and report violations of international laws by AI tools using the Model Context Protocol.
Claude-Gemini Collaborative Integration
Enables real-time collaboration between Claude and Gemini, allowing Claude to consult Gemini while maintaining session context and conversation history.
@canveletedotcom/mcp-server
Model Context Protocol (MCP) server for Canvelete design platform. Enables AI assistants to create, manipulate, and export designs programmatically with 13 element types including QR codes, barcodes, and access to 200K+ icons and millions of stock images.
@birthday8/doc-mcp
Doc Creator MCP Server - Generate Word documents from HTML with rich formatting support
Sidvy MCP Server
A toolset for interacting with the Sidvy API, allowing AI models to manage notes, hierarchical groups, and todos within customizable workspaces.
rcmcp
A specialized MCP server providing AI assistants with direct access to the University of Alabama at Birmingham's Research Computing documentation, covering HPC cluster usage, SLURM job scheduling, and technical support.
Agenticledger_MCP_Slack
A robust Slack integration for MCP that enables AI agents to read message history, manage threads, post updates, and discover channels within a workspace.
Prompt for User Input MCP Server
A Model Context Protocol server that enables AI models to interactively request information or clarification from users in real-time through their code editor environment.
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.
zetachain-mcp-server
A specialized MCP server that provides direct access to the ZetaChain CLI for managing blockchain accounts, querying balances, and performing cross-chain deposits and withdrawals.
mcp-domain-checker
A specialized MCP server for checking domain name availability and generating intelligent registration suggestions across multiple TLDs using WHOIS integration.
xai-grok-mcp-server
A Model Context Protocol server that enables interaction with x.ai's Grok models (beta, Grok-2, and Grok-4) for chat completions and AI-driven workflows.
orchestrator-mcp
A comprehensive MCP server that bridges Claude Code to a Cloud Orchestrator API, providing tools for multi-AI consensus, sandboxed code execution, long-term memory, and infrastructure management across Railway, GitHub, and Sentry.
xaffinity MCP
MCP server for Affinity CRM - entity search, relationship intelligence, and workflow management
airthings-consumer-mcp
An MCP server that enables AI assistants to monitor and report real-time indoor air quality data from Airthings devices, including Radon, CO2, and humidity levels.
Notion
MCP (Model Context Protocol) Server. Integrates with Notion's API to enable direct interaction with workspaces, pages, databases, and comments, featuring custom capabilities like CSV operations and recurring task creation for seamless knowledge management and document editing.
Expo Dev Build MCP Server
A specialized MCP server that enables Claude to interact with physical iOS devices for debugging Expo development builds, supporting screenshot capture, log streaming, and app management.
justrunmyapp
Hassle-free container hosting for web apps, APIs, and workers. Push your image or source; we run it 24/7 with HTTPS, logs, and a simple panel.
ableton-mcp
An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.
brave-search
MCP Power - Knowledge Search Server
Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.
Claude RAG MCP Pipeline
A Retrieval Augmented Generation (RAG) system that integrates with Claude Desktop via MCP to provide semantic search and conversational access to personal document collections like PDFs and Word files.
Web-To-MCP
Bridge the gap between design and code. Send pixel-perfect website components directly to Cursor or Claude Code using Model Context Protocol (MCP). No more screenshots or descriptions needed.
mcp
A tool-based MCP server that generates and manages AI-powered clarifying questions for complex tasks, helping developers gather necessary technical details about architecture, stack, and deployment.