AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Extended Memory
Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests.
macOS Tools
A specialized macOS system utility server providing real-time performance monitoring, historical metric tracking via SQLite, and advanced file searching with native tagging support.
Outlook
MCP (Model Context Protocol) Server. Bridges Microsoft Graph API to enable seamless email, calendar, and messaging interactions through natural language commands and comprehensive management tools.
MkDocs Search
An MCP server that enables AI to search and retrieve content from MkDocs-powered documentation sites by leveraging Lunr.js search indexes and converting HTML results into structured Markdown.
ChatGPT Responses
An MCP server that enables Claude Desktop to interact with OpenAI's ChatGPT API, supporting persistent conversation state and web-search capabilities.
AI Expert Workflow
A specialized workflow MCP that facilitates structured product development through three expert AI roles—Product Manager, UX Designer, and Software Architect—translating high-level ideas into comprehensive PRDs and technical specifications.
Human In The Loop
MCP (Model Context Protocol) Server. Facilitates human-in-the-loop processes for AI workflows, enabling seamless integration of human judgment in tasks like content moderation, complex problem-solving, and ethical AI implementations.
PapersWithCode
MCP (Model Context Protocol) Server. Integrates with PapersWithCode API to search and retrieve research papers, authors, conferences, and code implementations in machine learning, with tools for exploring papers by author, extracting PDF content, and accessing associated repositories, datasets, and results.
A Twitter/X platform integration for Claude that enables posting text and image tweets, replying to conversations, and searching for content using OAuth 1.0a authentication.
LinkedIn Spider
A robust LinkedIn data extraction server that provides tools for profile searching, post analysis, company scraping, and connection management using anti-detection web scraping techniques.
Proxmox VE
A comprehensive MCP server for Proxmox VE that enables management of VM and LXC lifecycles, storage, networking (cloud-init), and system monitoring directly through model interactions.
Coles & Woolworths
A specialized tool for comparing grocery prices across Australia's major supermarkets, Coles and Woolworths, with support for store-specific searches and real-time product data.
OpenAI Image Generation
MCP (Model Context Protocol) Server. Provides tools for generating and editing images using OpenAI's gpt-image-1 model, handling API interactions, error management, and local image storage.
ReportPortal
explore and analyze automated test results from ReportPortal using your favourite LLM.
DynamicEndpoints-autogen_mcp
A comprehensive MCP server providing deep integration with Microsoft's AutoGen framework for sophisticated multi-agent conversations and hierarchical workflows.
Bybit Crypto Exchange
MCP (Model Context Protocol) Server. Provides read-only access to Bybit's cryptocurrency exchange API for retrieving real-time market data, order book information, and account details.
archmcp
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
janee
Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.
Daily Hots MCP
A comprehensive MCP server that aggregates real-time trending topics and news from over 30 sources including Weibo, Baidu, IT Home, and Douban. It provides a unified interface for AI models to access the latest hot searches, tech news, social media trends, and entertainment rankings.
Bluetooth MCP Server
A Model Context Protocol server that allows AI assistants to scan and interact with nearby BLE and Classic Bluetooth devices across Windows, macOS, and Linux.
MCP Picnic
A comprehensive MCP server enabling AI assistants to manage Picnic supermarket tasks including product search, real-time delivery tracking, and intelligent cart management for users in the Netherlands and Germany.
AIM Guard
A security-focused MCP middleware that protects AI agents from prompt injections, data leakage, and harmful content while providing structured security policies and checklists.
Agentic-MCP-Skill
A progressive MCP client that implements a three-layer lazy loading pattern to significantly reduce token usage by only loading tool schemas when needed. It acts as a socket-based daemon that manages multiple MCP servers efficiently for AI agents.
Finance
A professional financial research toolkit that orchestrates multi-step workflows by combining web scraping, search APIs, and market data to automate investment analysis and entity extraction.
Dokploy
A comprehensive MCP server for Dokploy that enables AI-driven management of deployment projects, applications, and PostgreSQL databases through programmatic API operations.
engram
Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.
RewindMCP
An MCP server that interfaces with the Rewind.ai SQLite database to retrieve and analyze personal history including audio transcripts, screen OCR content, and application activity tracking.
YAPI MCP PRO
A comprehensive MCP server for managing the YApi API lifecycle, enabling AI tools to search, create, update, and test API documentation directly within development environments. It supports both Cookie and Token authentication and offers advanced features like Swagger importing and project data exportation.
it-tools-mcp
A Model Context Protocol server that recreates CorentinTh it-tools utilities for AI agents, enabling access to a wide range of developer tools (encoding, decoding, conversions, and more) via MCP.
QMT MCP Server
A professional MCP server that connects to the QMT platform to provide real-time and historical Chinese A-share market data, enabling automated stock analysis and data retrieval.