AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Taiwan Price Compare MCP
A price comparison tool for Taiwan's major e-commerce platforms, enabling users to find the lowest prices across seven retailers with advanced keyword and price filtering.
Obsidian Advanced
An advanced MCP server that integrates with Obsidian through the Local REST API, enabling AI agents to perform complex vault analysis, note management, and UI command execution.
Xcode String Catalog
A specialized MCP server for managing Xcode String Catalog (.xcstrings) files, enabling AI assistants to read, search, and automate localization workflows for iOS and macOS applications.
claudex
Beautiful visual workspace manager for Claude Code. Access 136+ professional templates, automate workflows with hooks, and manage your AI development environment through an elegant web interface.
M365 Copilot MCP Server
Integrates Microsoft 365 Copilot capabilities into MCP-compatible AI assistants, allowing retrieval of OneDrive/SharePoint content, document search, and context-aware chat with M365 data.
NSE-BSE India Stock Market
A comprehensive MCP server providing real-time quotes, historical data, and option chain analysis for both the National Stock Exchange (NSE) and Bombay Stock Exchange (BSE) of India. It features extensive tools for corporate actions, IPO tracking, and document processing to assist in financial research and stock market analysis.
Pump.fun
A Solana MCP server designed for the Pump.fun platform, enabling automated token creation, buying, selling, and wallet management directly through AI interfaces.
Google Jules MCP
An MCP server that automates Google Jules, enabling AI-powered task creation, code analysis, and repository management through browser automation and flexible session handling.
MCP Remote macOS Control Server
A Python-based MCP server that allows AI agents to remotely control macOS systems via VNC, providing capabilities for screenshots, keyboard input, and precise mouse control including drag-and-drop.
Go Code Graph
A Go codebase analyzer that uses AST parsing and Neo4j graph storage to enable natural language architectural queries, impact analysis, and code quality assessments via MCP.
Oil & Gas RAG
A specialized oil and gas MCP server providing integrated access to drilling, production, HSSE, and procurement data with hybrid RAG search and anomaly detection capabilities.
Crypto RSS
An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds, providing tools for feed discovery, keyword filtering, and trend analysis.
Aras Innovator Claude Agent
Enables Claude Desktop to interact with Aras Innovator PLM systems using OAuth 2.0 and OData REST APIs to query data, create items, and execute server methods.
Second Opinion (Gemini)
Advanced code analysis and review server supporting multi-model consultation across Gemini, OpenAI Codex, and o3 models with parallel response comparison and persistent session management.
Toronto MCP Server
A specialized MCP server for Toronto's Open Data portal, providing advanced tools for semantic dataset discovery, update frequency tracking, and detailed schema analysis of the city's CKAN-powered records.
Magento GraphQL Docs
Provides intelligent search and retrieval for Magento 2 GraphQL API documentation, featuring full-text indexing of schemas, tutorials, and code examples for offline developer support.
MCP Deep Search
A powerful search MCP server that enables deep web research across multiple engines like Google, Brave, and Perplexity, featuring AI-driven multi-hop analysis.
Semantic Memory System
A sophisticated long-term memory system using PostgreSQL and pgvector to provide persistent, semantic context, project-based namespacing, and knowledge graph capabilities for Claude Code.
Bio-MCP BLAST
A specialized MCP server that integrates NCBI BLAST capabilities, allowing AI assistants to perform nucleotide and protein sequence similarity searches, manage custom databases, and handle asynchronous processing for large datasets.
Tavily Search
A specialized MCP server that integrates Tavily's AI-optimized search engine to provide high-quality web results, direct question answering, and context generation for RAG applications.
serkan-ozal-driflyte-mcp-server
A specialized RAG-focused MCP server that enables AI assistants to search and retrieve topic-specific knowledge from recursively crawled web pages and GitHub repositories.
Perplexity Search
A specialized MCP server that provides access to Perplexity AI's real-time search and chat completion capabilities with built-in templates for technical documentation, security analysis, and code reviews.
Google Programmable Search Engine
A Google Programmable Search Engine integration for MCP that provides advanced web search capabilities including safe search, language filtering, and pagination.
jupyter-mcp-server
A comprehensive MCP server that enables AI models to connect to, manage, and execute code within multiple Jupyter Notebooks with support for multi-modal outputs like charts and tables.
Python Code Interpreter
A secure Python code execution environment that allows LLMs to run arbitrary Python code, manage files, and install packages in isolated contexts with variable extraction.
Background Job
A robust process management server that allows AI agents to execute, monitor, and interact with long-running shell commands asynchronously.
WordPress Trac
Converts WordPress Trac into an AI-accessible knowledge base, allowing tools to search thousands of tickets, retrieve code changesets, and monitor development activity.
MBBank
A read-only financial monitoring MCP server for MBBank that enables users to track balances, transaction history, savings accounts, and card details.
Mathematica Docs
MCP (Model Context Protocol) Server. Integrates with Wolfram Mathematica's documentation to provide access to function details, package symbols, and computational capabilities for mathematical modeling and scientific computing tasks.
Haiguitang Lateral Thinking Puzzles
An interactive lateral thinking puzzle (Haiguitang) server where users solve mysterious scenarios through yes/no questions directed at an AI host.