AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Spotify
MCP (Model Context Protocol) Server. Integrates with Spotify API to enable music playback control, search functionality, and queue management through natural language conversation.
model-scout-mcp
A tool-focused MCP server for real-time model discovery and cost management, enabling users to search, compare, and analyze LLM capabilities and pricing across 100+ providers via OpenRouter.
update-hijack-poc
PoC benign MCP server for update-hijack security research
search-mcp-server
MCP server for browser automation via Jan Browser extension - provides tools for web navigation, interaction, and search
mcp
A robust MCP server featuring a document memory system with persistent storage, quality scoring, and intelligent content routing across memory and external sources.
E01 LNK MCP Server for Digital Forensics
A specialized digital forensics MCP server for analyzing Windows shortcut (LNK) files within E01 disk images, featuring automated partition detection and metadata extraction.
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.
TrendRadar
TrendRadar is a comprehensive news aggregation and analysis server that tracks hot topics across major Chinese platforms like Weibo, Zhihu, and Toutiao, providing AI-powered insights, sentiment analysis, and trend tracking via the Model Context Protocol.
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.
Star Wars Planetary Data
A specialized MCP server that provides fast access to Star Wars planetary data using Couchbase for storage and Nebius AI for vector search and image generation.
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.
File Search Service
A robust file search service that enables efficient querying of local directories, providing detailed results including file metadata and content matching.
LudusMCP
A management interface for Ludus lab environments that enables full lifecycle control of virtual training environments, including deployment, configuration validation, and documentation research through natural language.
@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.
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.
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.
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.
llm-context
Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts.
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.
Fibrous MCP Server
A DeFi-focused MCP server leveraging the Fibrous SDK to enable AI agents to perform multi-chain swaps, route optimization, and transaction building across Base, Starknet, and Scroll networks.
HashBuilds Secure Prompts
Enables AI assistants to register and verify prompts against security threats like injection and exfiltration, providing secure badges and embed codes for website integration.
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.
FelixYifeiWang-felix-mcp-smithery
A lightweight Model Context Protocol server featuring a collection of utility tools including weather lookups, random number generation, and OpenAI-powered text summarization.
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.