AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Spinnaker
Integrates Spinnaker with MCP to enable AI-driven management of CI/CD pipelines, application monitoring, and automated deployment triggering.
Sales Insights Agent
A Node.js-based MCP server that provides controlled access to sales CSV data, allowing AI agents to preview and inspect datasets for financial analysis workflows.
Journal
A file-based personal journaling server that enables AI assistants to record, search, and summarize journal entries with automatic hashtag extraction and a React-based web viewer.
LangGraph4j PlantUML
A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.
Fibaro Home Center 3
A comprehensive MCP server for Fibaro Home Center 3 smart home systems, offering 66+ tools for device control, scene management, QuickApp development, and energy monitoring via REST API integration.
ISMS
MCP (Model Context Protocol) Server. Integrates Mistral AI and Qdrant to provide intelligent security workflows for automated risk assessment, policy management, and contextual incident response across different security domains.
Spotify
MCP (Model Context Protocol) Server. Integrates with Spotify to control music playback, search content, manage queues, and retrieve detailed information about tracks, albums, artists, and playlists through OAuth authentication.
Status
MCP (Model Context Protocol) Server. Provides access to over 1,700 status page links with fuzzy search, detailed service information retrieval, and intelligent status page fetching that handles JavaScript-rendered pages, RSS feeds, and various formats for monitoring service health and incident tracking.
Run TypeScript Skills
A specialized MCP server for executing TypeScript code in-process, specifically designed to leverage custom modular APIs located in the ~/.claude/skills directory.
Minecraft Developer
A Spigot/Paper Minecraft server bridge that enables remote administration through console command execution, file system management, and real-time log monitoring via MCP.
chart-mcp-server
A comprehensive data visualization server that generates 15 types of high-quality charts and diagrams including line, bar, pie, and specialized formats like mind maps and fishbone diagrams with AI-driven smart color schemes.
Hacker News
A Model Context Protocol server that integrates with the Hacker News API to provide real-time access to top stories, detailed discussion threads, and article content with markdown extraction.
Vast.ai MCP Server
A comprehensive MCP server for managing Vast.ai GPU cloud resources, enabling automated instance lifecycle management, remote SSH command execution, and background task monitoring for machine learning workflows.
TextArena
MCP (Model Context Protocol) Server. Provides a fact-checking tool that compares input facts against a predefined dataset using string similarity algorithms and integrates external services like NLTK and a poker win calculator for flexible information verification.
Continuo Memory
A persistent memory system for LLMs providing hierarchical compression and semantic search using ChromaDB to overcome context window limitations.
Algolia Search MCP Server
A specialized MCP server that integrates Algolia search capabilities, allowing users to perform full-text searches across specified Algolia indices.
Kash.click
Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business
Kulturpool Austria
A specialized MCP server for searching and exploring Austrian cultural heritage collections via the Kulturpool API, featuring a progressive disclosure architecture for efficient discovery.
JetBrains IDE WebSocket Monitor
A specialized proxy sidecar for JetBrains IDEs that enables real-time WebSocket monitoring of all MCP tool calls for debugging and integration extension.
DeepQ
DeepQ Technology's Financial Toolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models.
Search1API
MCP (Model Context Protocol) Server. Integrates with Search1API to enable web searches, website crawling, and content extraction with configurable parameters, featuring specialized tools for image search and integration with Coze AI for generating structured research plans.
Code Intelligence
A code intelligence MCP server that provides AI-powered analysis and recommendations for private UI component libraries and utility functions to improve code reuse and development efficiency.
Notifly
Notifly MCP Server that enables AI agents to provide real-time, trusted Notifly documentation and SDK code examples for seamless integrations.
Stock Price (yfinance)
A stock market data server powered by yfinance and FastMCP, providing real-time prices, historical market trends, and detailed corporate information across global exchanges.
Jira
MCP (Model Context Protocol) Server. Integrates with Jira's REST API to enable natural language management of projects, issues, and workflows through tools for searching, creating, and transitioning tickets across both Cloud and Server/Data Center installations.
Confluence MCP Server
Enables page search and retrieval from Confluence using the Model Context Protocol. It allows users to search documents via CQL and fetch page content as text for use within Claude.
Agentic AI Feature Management
An intelligent feature management MCP server that uses AWS Bedrock (Claude 3 Haiku) to parse natural language Jira tickets and automate account-level feature toggles.
Enterprise Printer Database
A comprehensive MCP server providing technical specifications, TCO calculations, and troubleshooting guides for enterprise printers across major manufacturers like HP, Canon, and Ricoh.
P-Link.io
HTTP 402 Protocol implementation on Solana network. Sending & receiving payments for agents
SearXNG
MCP (Model Context Protocol) Server. Integrates with SearXNG instances to provide unified search capabilities across multiple engines for tasks like information gathering and fact-checking.