Integrates with Kubernetes clusters to enable direct pod, deployment, and service management operations through specialized FastMCP tools, eliminating the need to switch between AI conversations and command-line interfaces for DevOps workflows.

Enables natural language control of aircraft in the GeoFS flight simulator through a WebSocket server that translates commands into simulator actions for takeoff, landing, and navigation maneuvers.

Provides tools for setting up, migrating to, and maintaining Better-Auth authentication systems in web applications, with capabilities for project analysis, security testing, and real-time monitoring of authentication processes.

Integrates Playwright and Chrome DevTools Protocol to enable advanced web automation, testing, and analysis through browser control and interaction.

Integrates Java code analysis, manipulation, and testing tools for efficient software development workflows and automated code operations.

Leverages the deepseek-r1 model to provide structured reasoning capabilities through specialized tools for analytical thinking, reflection with quality scoring, and sequential problem-solving with branching thoughts.

Use Claude Code with less capable LLMs.

Integrates with Dune Analytics API to provide direct access to blockchain data through tools for retrieving existing query results and executing on-demand queries in CSV format.

Converts text to speech using the Kokoro TTS engine with configurable voices, speeds, and languages, supporting both local storage and S3 cloud integration with automatic file cleanup.

Simulates or interfaces with a CO2 sensor device, providing JSON-RPC endpoints for device information, sensor data, and network management with MQTT publishing capabilities for IoT applications.

Built for Cursor, integrates screenshot capture, web page structure analysis, and code review capabilities for automated UI testing, web scraping, and code quality checks.

Provides a bridge to The Odds API for accessing sports betting data including available sports, odds comparisons across bookmakers, and quota tracking in both test and live modes.

Lightweight server for processing weekly reports via Google Sheets, providing development mode and automated validation for team tracking workflows.

Integrates with Stellar blockchain to enable wallet management, token deployment, and smart contract interactions on the Stellar testnet through dynamically generated tools

Provides a lightweight, asynchronous Python server for connecting AI models with external services through a simple, deployable foundation built on asyncio.

Lightweight Python FastAPI server implementation for streamlined server-side interactions, using modern tooling like uv for dependency management and GitHub Actions for automated testing and deployment.

Bridges to the CodeQL static analysis engine for identifying security vulnerabilities and quality issues in codebases through structured query evaluation and result interpretation.

Enables access to QAnon drops for sociological research.

Connects to LeetCode's programming platform for accessing problem descriptions, searching by tags and difficulty, retrieving user profiles, and viewing community solutions to enhance algorithm learning and contest preparation.

Integrates with OpenAI's DALL-E API to enable image generation with fine-grained control over parameters including model selection, size, quality, and style through a command-line interface.

Integrates with Playwright and Deno to enable browser automation for web navigation, interaction, and data extraction tasks.

Provides a specialized interface for searching and retrieving bioRxiv scientific articles through keyword-based searching, advanced parameter filtering, and DOI metadata retrieval using Python's asyncio for asynchronous processing.

Integrates with the ISOPlanner API to enable retrieval of planning data and management of ISO-related tasks for compliance and process management workflows.

Transforms basic user queries into optimized prompts for AI systems by automatically detecting content type and applying tailored templates from a YAML-based system.

Enables iOS simulator automation via Facebook's IDB tool, allowing control of simulators, app launching, screenshot capture, and UI interactions through natural language commands

Provides a secure, controlled interface for network administrators and security researchers to perform targeted network reconnaissance and analysis using nmap scans with built-in rate limiting and security safeguards.

Integrates with Unity Editor to provide real-time access to scene hierarchies, project structures, and GameObject manipulation for AI-assisted game development workflows.

Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs.

Connects Claude Code to Node.js's Inspector Protocol for real-time debugging capabilities, enabling breakpoint setting, variable inspection, and code execution stepping without leaving the conversation interface.

Generates customizable placeholder images from placehold.co and Lorem Picsum for rapid development and UI testing.

Integrates with DingDing (DingTalk) messaging platform to enable automated notifications, team alerts, and AI-generated content delivery through multiple message formats including text, markdown, images, and interactive cards.

Integrates with Google Spreadsheets to enable retrieval and manipulation of spreadsheet data for analysis, reporting, and automated information management workflows.

Integrates with the Aligo SMS API to enable direct text message sending through the platform, supporting both test and production modes for notifications and communication messages.

Bridges the Go Programming Language Server (gopls) with AI systems, enabling advanced code analysis, navigation, completion, and diagnostic capabilities for Go projects.

Enables automated GUI testing and control across operating systems by wrapping PyAutoGUI to perform mouse movements, keyboard input, screenshot capture, and image recognition tasks.

Integrates with Unsplash to enable keyword-based photo searches with filtering options for color, orientation, and sorting, returning structured image data including URLs, dimensions, and descriptions.

Integrates with Jenkins CI/CD pipelines to enable automated job management, build monitoring, and artifact handling for streamlined software delivery workflows.

Provides a lightweight blockchain interaction toolkit for Hedera network operations, enabling developers to create wallets, check balances, build transactions, and send signed transactions with minimal overhead.

Provides text-to-speech capabilities using the Kokoro TTS model, enabling natural-sounding voice output with customizable playback speed and voice selection through robust error handling and temporary file management.

Automatically generates MCP tools from OpenAPI specifications, enabling direct access to third-party REST APIs with authentication, validation, and error handling capabilities.

Provides brutally honest, sarcastic code reviews from a simulated grumpy senior developer with 40+ years of experience, highlighting mistakes, inefficiencies, and bad practices.

Enables secure interaction with the Solana blockchain for checking wallet balances, retrieving blockchain information, and executing token transfers through RPC endpoints and keypair-based authentication.

Provides a bridge to the Thingiverse API for searching, browsing, and retrieving 3D model information from the popular 3D printing community using Puppeteer.

Connects to the Ravelry API for knitting and crochet pattern discovery, enabling users to search patterns and retrieve detailed information without leaving their conversation interface.

Enables stealthy web automation with Puppeteer-Extra and Stealth Plugin for navigating websites, capturing screenshots, interacting with elements, and executing JavaScript while avoiding detection as automation.

Enables advanced econometric analysis by providing R-based statistical modeling capabilities for researchers and data scientists, supporting complex regression techniques, panel data modeling, and diagnostic testing across diverse research domains.

Integrates with the Kokoro TTS engine to provide customizable text-to-speech capabilities, supporting cross-platform audio playback and file output for applications requiring high-quality speech synthesis.

Integrates Python development tools for file operations, code analysis, project management, and safe code execution, enabling advanced programming workflows and automated testing.