AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
hearthstone-decks-mcp
A Hearthstone deck management server that decodes deck codes into comprehensive card lists and statistics while providing search capabilities for individual card metadata.
Zoom MCP Server
A specialized MCP server for managing and monitoring Zoom rooms with smart location resolution, fuzzy matching, and deep hierarchical discovery across campuses, buildings, and floors.
IPL MCP Server
An MCP server providing natural language access to IPL cricket match data via a SQLite backend, allowing for detailed player statistics and team performance analytics.
TezosX MCP
An MCP server for the Tezos blockchain providing wallet management, automated payments via the x402 protocol, and smart contract interaction capabilities for AI agents.
MCPO - MCP over HTTP Proxy
Exposes Cursor IDE's MCP tools (codebase search, file operations) as an HTTP API for integration with Open WebUI, n8n, and other automation tools.
Graphiti MCP Server
A specialized MCP server providing access to a Neo4j knowledge graph of personality psychology, enabling semantic search and relationship extraction across 16,000+ nodes.
Biztoc MCP Server
A specialized MCP server for accessing the Biztoc API, providing tools to fetch trending business topics, search the news index from the last 14 days, and track real-time news wires from specific sources.
Educhain MCP Server
An educational content generation server that leverages Google Gemini and the educhain library to create structured learning materials like MCQs, flashcards, and lesson plans.
md-to-pdf-with-mermaid-mcp
This MCP server automates the conversion of Markdown files with Mermaid diagrams into PDF documents, handling diagram rendering via mermaid-cli and document conversion via md-to-pdf or pandoc.
Dummy MCP Server
A simple Meta-agent Communication Protocol server built with FastMCP framework that provides 'echo' and 'dummy' tools via Server-Sent Events for demonstration and testing purposes.
pokemon-gen3-calc-mcp
A specialized MCP server for Pokémon Generation 3 games providing precise status calculations, complex damage simulation, and EV optimization tools.
Document Reading and Converter Tool
A specialized MCP server for converting documents between PDF, DOCX, and Markdown formats to improve AI context management and file compatibility. It bridges the gap for tools like Claude Desktop and Cursor by making complex document formats readable and editable as structured text.
BMKG MCP Server
An unofficial MCP server providing comprehensive access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and CAP-standard extreme weather alerts.
PO Translation MCP Server
Enables AI-powered translation of Django gettext .po files while intelligently preserving variables, HTML tags, URLs, and JavaScript code with validation and automated updates.
ClaudeKit Blender MCP
A comprehensive MCP server that enables control of Blender 3D from Claude, supporting object manipulation, scene management, and professional asset integration from Poly Haven.
Your Spotify MCP Server
A comprehensive MCP server that connects AI assistants to Your Spotify and the Spotify Web API for unlimited listening history analytics, custom Wrapped generation, and full playback control.
Gmail MCP Server
A robust integration for Claude Desktop that connects Gmail and Google Calendar, allowing for intelligent email analysis, semantic search, context-aware reply drafting, and automated event scheduling.
FAL Imagen 4 MCP Server
High-quality image generation server using Google's Imagen 4 Ultra via FAL AI, featuring automatic local downloads, batch processing, and support for multiple aspect ratios.
mcp-server
A specialized productivity MCP server optimized for ADHD users that uses AI to convert notes into manageable action items and tasks with smart energy-based prioritization.
Image MCP Server
A robust MCP server for generating AI images using OpenAI and Replicate APIs, featuring specialized tools for various aspect ratios and customizable generation parameters.
Factory Channel Insight MCP Server
A specialized MCP server for factory channel distribution and sales analysis, offering tools for enterprise fuzzy search, detailed dealer network mapping, and industry benchmark statistical analysis.
TDZ C64 Knowledge
A sophisticated Commodore 64 knowledge management server providing advanced search, RAG-based question answering, and temporal analysis of retro-computing documentation. It supports multi-format document ingestion, semantic discovery, and interactive knowledge graph visualizations.
42Crunch MCP Server
Enables AI assistants to interact with the 42Crunch API security platform to search collections, retrieve API definitions, and access security assessments for OpenAPI specifications.
Scorecard MCP Server
A remote MCP server deployed on Cloudflare Workers that enables evaluation tools for running experiments, generating synthetic data, and analyzing model performance via Scorecard's API.
PortOne Global MCP Server
A specialized MCP server that provides AI agents with access to PortOne Global's technical documentation and OpenAPI schemas for payment integration.
TartuNLP MCP Server
Provides access to University of Tartu's translation services supporting 700+ language pairs, with specialized support for European and Finno-Ugric languages including rare and endangered languages.
mcp-weather
A weather-focused MCP server built with the mcp-framework that provides a foundation for weather data integration and custom tool development.
Draw-it-MCP
A browser-based drawing application that interfaces with Claude and Cursor via MCP to allow AI analysis of artwork, composition, and artistic techniques.
MCP Character Counter
A lightweight MCP server that provides detailed text analysis by counting total characters, letters, numbers, and symbols to provide a comprehensive breakdown of string composition.
aria-mcp
A comprehensive MCP server that provides tools for querying the W3C WAI-ARIA specification, including role validation, attribute requirements, and smart accessibility suggestions for UI components.