AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Credential Manager MCP Server
A secure local API credential manager that stores sensitive information in JSON format with a read-only default mode for enhanced safety. It provides a structured way to retrieve and manage tokens and keys for various services through simple MCP tools.
cryptopanic-mcp-server
A specialized MCP server that connects AI agents to the CryptoPanic API for real-time cryptocurrency news and media updates across multiple pages.
Gitignore MCP Tool
A tool that generates customized .gitignore files by leveraging the gitignore.io API to combine templates for specific languages and environments.
MySQL MCP Server
A MySQL MCP server that enables AI applications to securely interact with MySQL databases, providing capabilities for table exploration, data reading, and SQL execution.
Simple Animal Data MCP Server
A Model Context Protocol server that provides static facts and characteristics for cats, dogs, and birds via local stdio or HTTP transport.
Remote MCP Server on Cloudflare
A template for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers featuring OAuth authentication and SSE transport. It provides a secure foundation for building and hosting tools that LLM clients like Claude can access via serverless environments.
Playwright MCP Server for Security
A specialized MCP server that provides browser automation capabilities through Playwright, allowing LLMs to perform web scraping, execute JavaScript, and capture screenshots.
MCP Ashby Connector
A Model Context Protocol server that integrates with Ashby's Applicant Tracking System, enabling LLMs to manage candidates, jobs, applications, and interviews.
WoWok MCP Server
A web3 collaboration protocol on the Sui blockchain that enables AI agents to facilitate decentralized co-creation and manage on-chain transactions.
MCP Web Tools
A local MCP server that enables AI assistants to perform web searches via DuckDuckGo and extract clean text content from web pages directly from the user's network.
Log Analyzer MCP Server
A local MCP server for intelligent log analysis using FAISS vector search and AWS Bedrock to provide semantic search, error pattern clustering, and AI-powered log summaries.
Ghibli Image Generator MCP Server
A specialized MCP server that provides tools for generating Studio Ghibli-style images using the OpenAI GPT-4o model.
ILP Drone Delivery MCP Server
A specialized logistics MCP server for the ILP Drone Delivery System, allowing LLMs to manage drone fleet availability, calculate delivery paths with specific temperature/capacity requirements, and generate GeoJSON route visualizations.
Pinecone MCP Server
Enables interaction with Pinecone vector databases for storing and searching embeddings. Supports similarity search, metadata filtering, and vector operations for semantic search and RAG applications.
CrowdStrike Falcon MCP Server
A production-ready MCP server for the CrowdStrike Falcon API, enabling AI clients to manage security hosts, detections, IOCs, and prevention policies using STDIO or HTTP transport.
OpenWeather MCP Server
An MCP server that integrates the OpenWeather API with Claude to provide real-time weather updates, 5-day forecasts, and air quality metrics via city name or coordinates.
CloudStack MCP Server
A comprehensive MCP server providing lifecycle management for CloudStack infrastructure, including virtual machines, networking, and storage across 32 API categories.
MCP Tool Factory
A framework for building hot-loadable MCP tools with conversational negotiation, graduated permissions, and persistent state continuity across server restarts.
PDF Reader MCP
A high-performance MCP server for advanced PDF processing, featuring 5-10x faster parallel extraction of text, images, and metadata with Y-coordinate ordering to preserve natural reading flow.
Professional Penetration Testing MCP Server
A professional-grade security assessment server providing access to over 40 industry-standard penetration testing tools within an isolated, secure Kali Linux Docker container.
slima
MCP Server for Slima - AI Writing IDE for Novel Authors with AI Beta Reader.
web-scrapper-stdio
A headless web scraping server using Playwright and BeautifulSoup designed to extract clean content from web pages into Markdown, text, or HTML for AI integration. It includes features like per-domain rate limiting, Cloudflare detection, and custom element removal.
MCP Documentation Server
A server that provides organized documentation content for various applications using the Model Context Protocol, enabling AI assistants to access quickstart guides and code examples.
NEI MCP Server
A tool server based on fastmcp that interacts with the NEI platform to query project resources such as interfaces and business groups. It features local caching and manual synchronization to provide efficient access to API documentation and data models.
Agentify MCP Server
Agentify MCP Server enables real-time tracking of AI task lifecycles with integrated webhook notifications for monitoring activity and performance.
Handaas Qualification MCP Server
A professional bidding and enterprise big data service providing comprehensive access to Chinese company qualifications, honors, administrative licenses, and certificate statistics via natural language queries.
Gmail AutoAuth MCP Server
A robust Gmail integration for Claude Desktop that provides full email lifecycle management including advanced search, batch processing, and comprehensive label management via an automated OAuth2 flow.
TrendRadar
TrendRadar aggregates trending news from 11+ major platforms and provides an MCP-compliant interface for AI agents to analyze topic trends, sentiment, and historical patterns using natural language.
RAG-MCP Server
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.
Context Continuation MCP Server
Provides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.