MCP Server Directory

Provides real-time factory optimization for Dyson Sphere Program through live production metrics collection and analysis, detecting bottlenecks, monitoring power grids, and tracking belt saturation to optimize complex production chains.

Provides powerful tools for searching and analyzing academic medical literature through PubMed, offering specialized functions for keyword searches, MeSH term lookups, publication statistics, and structured PICO-based evidence retrieval with automatic retry mechanisms.

Provides persistent terminal session management with MCP tools for creating, executing commands, and maintaining long-running processes across connections with real-time output handling and web UI access.

Provides access to the Australian Pharmaceutical Benefits Scheme (PBS) API for querying medicine listings, pricing, and availability data through multiple interfaces including stdio, HTTP/SSE, and command-line tools.

Streamlines Git merge conflict resolution by providing structured tools for identifying conflicted files, reading conflict content, and marking conflicts as resolved without direct command-line interaction.

Searchable database of ADEO's Mozaic Design System enabling component discovery, token retrieval in multiple formats, and framework-specific code generation.

Provides real-time system monitoring capabilities through psutil, enabling access to CPU usage, memory statistics, disk information, network status, running processes, and system uptime data with cross-platform compatibility and performance optimization.

Provides car customization and racing build management with vehicle configuration options, driver persona selection, and performance scoring for interactive automotive experiences.

Provides intelligent assistance for PrusaSlicer with mesh analysis, profile recommendations, printability checks, and automated slicing workflows.

Integrates with GitHub's OAuth system to enable secure access and management of repositories, issues, and code for automated development workflows and analysis.

Enables Claude to interact with Arista CloudVision for network management tasks including device inventory, system events, connectivity monitoring, and tag creation through conversational prompts.

Integrates with Odos API and Zerion platform to provide DeFi trading capabilities including swap quotes, zap operations, token price data, and comprehensive wallet portfolio analysis with transaction history and performance metrics across multiple blockchain networks.

Provides FFmpeg-powered video processing capabilities for extracting clips from video files with batch processing support and flexible timestamp parsing.

Integrates with BCS Broker to provide real-time market data streaming, portfolio management, algorithmic trading with 20+ technical indicators, risk management tools, and semantic trade analysis for comprehensive trading platform automation.

Bridges to NASA's Common Metadata Repository for searching and retrieving Earth science datasets by date range, provider, and keywords with structured information including concept IDs and descriptions.

Provides remote control over LM Studio model management including loading models with configurable parameters, unloading instances, and retrieving model information.

Provides comprehensive filesystem operations including directory analysis, content search, Git integration, and full file editing capabilities with atomic batch operations and rollback support for code refactoring and project management workflows.

Provides image generation capabilities through Google's Gemini 2 API, enabling text-to-image creation with configurable parameters like aspect ratio and output format

Provides PureScript development tools through Tree-sitter AST parsing and purs IDE server integration for module analysis, type checking, dependency mapping, and project compilation.

Provides a specialized server that connects to Google's Gemini models with optimized tools for search, reasoning, code analysis, and file operations, automatically selecting the best model based on task requirements.

Provides direct access to Pydantic-AI documentation with tools for retrieving specific documents, listing topics, and accessing changelog information without leaving your development environment.

Provides a secure JavaScript execution environment using QuickJS in WebAssembly, enabling safe execution of arbitrary JavaScript code without security risks.

Provides robust task scheduling and automation capabilities with cron-based scheduling, supporting shell commands, API calls, content generation, and desktop notifications with sound across Windows, macOS, and Linux.

Integrates with the Royal Spanish Academy (RAE) dictionary to provide authoritative Spanish word definitions, daily vocabulary features, and random word discovery with length filtering for language learning and linguistic research.

Provides a bridge to the Crawl4ai web crawling service, enabling extraction of website content with configurable parameters like depth and strategy for research, data collection, or content analysis.

WordPress plugin that provides direct access to Cornerstone page builder layouts, elements, schemas, and site configuration for reading, creating, and managing layouts programmatically.

Provides SSH and UART/serial remote access tools for executing commands on remote hosts, transferring files through SFTP, and communicating with embedded devices through serial interfaces.

Provides system-level operations for file handling, information retrieval, HTTP requests, and command execution, enabling versatile system management and task automation.

Plays YouTube and TikTok videos through a local mpv player with full playback control, account browsing, smart recommendations, and cookie-based authentication.

Provides access to Autodesk Alias Python API documentation through web scraping with keyword-based search, page listing, and full content retrieval.

Integrates with NOAA's oceanographic and meteorological APIs to provide access to water level data, tide predictions, currents, weather measurements, station information, and celestial calculations for maritime applications.

Provides AI assistants with persistent memory and task management capabilities through semantic search, project organization, and task tracking with priorities and statuses.

Integrates with Tuya smart home devices using tinytuya, enabling control and monitoring for home automation scenarios like voice commands and energy optimization.

Provides persistent Julia code evaluation with automatic session management, eliminating startup penalties through maintained variable state and package persistence.

Provides tools for managing Scalekit environments, organizations, users, connections, and workspace operations. Built for developers who want to connect their AI tools to Scalekit context and capabilities based on simple natural language queries.

Enables secure access to Android project files for browsing and analyzing source code, with validation for authentic projects and filtering to prevent access to sensitive directories.

Loads OpenAPI specifications from URLs and provides tools for searching endpoints, exploring schemas, and extracting authentication configurations to help developers quickly understand API structures without manually parsing complex documentation files.

Integrates with Sidemail.io email service to send emails through a simple API interface for automated notifications, customer communications, and workflow-triggered messaging.

Enables consultation with senior-level AI models (Claude, GPT, Gemini, DeepSeek, Z.ai) for expert technical guidance, code reviews, and architecture advice with smart memory management.

Provides embedding search capabilities for transcripts using a SQLite database, enabling efficient semantic retrieval of relevant text segments for applications like podcast analysis or content recommendation.

Chrome extension that enables developers to interactively select, capture, and store web page DOM elements with their HTML structure, computed styles, and screenshots for design analysis and debugging.

Provides a secure Docker-based sandbox for executing Python code with resource limits and proper isolation, enabling safe execution of untrusted code for data analysis and algorithm testing.

Terminal file manager for GitHub starred repositories with ranger-style TUI and MCP tools for AI-assisted organization

Provides an optimized read-only interface to Notion content with parallel processing and intelligent caching for faster document analysis and knowledge retrieval.

Interactive code walkthrough diagrams using Mermaid syntax with clickable nodes and explanations.