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Enables natural language control of quantum photonics experiments through the qudi framework. Supports safe instrument control, measurement execution, and safety system management with built-in runlevel protection and parameter validation.

Builds valid Google Analytics 4 API requests from plain parameters with automatic date range resolution, metric formatting, and filter expression parsing. Eliminates manual GA4 API syntax construction and raw data formatting for analytics queries.

Query Fastapi MCP

bigquery \u0026 web search api + mcp server

Enables AI assistants to analyze and optimize PostgreSQL database performance by identifying missing indexes and suggesting query rewrites. It allows users to retrieve database projects and implement performance fixes directly through natural language in their code editor.

A server based on Model Context Protocol (MCP), providing a standardized interface for interacting with Quick Chart and supporting chart generation and management.

Enables generation of various chart types (bar, line, pie, radar, etc.) using QuickChart.io service. Supports creating chart URLs and downloading chart images locally with customizable Chart.js configurations.

Enables generation of various chart types (bar, line, pie, radar, etc.) using QuickChart.io and Chart.js configurations, with options to generate chart URLs or download images locally.

A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

Generate SVGs from text prompts and vectorize raster images using QuiverAI's Arrow model (#1 on SVG Arena). Includes baked-in prompt engineering guidance, reference image support, and an outputPath parameter to save SVGs directly to disk. TypeScript, MIT-licensed, requires a free QuiverAI API key.

Quiz Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Enables AI assistants to search and query PDF documents through a local RAG system with vector embeddings. Provides semantic document search capabilities while keeping all data stored locally without external dependencies.

RailRouter Lite is a real, production-ready MCP server implementing the Model Context Protocol. It exposes one tool: route_payment. This tool intelligently routes payments to the optimal rail (Stripe MPP, Coinbase x402, or Google AP2) in real time, choosing based on cost, latency, and success rate. Every decision is logged to a Cloudflare D1 database, creating compounding routing intelligence

An MCP server for Raindrop.io

RedisNexus is an AI-powered operations intelligence platform that provides 16 enterprise-grade tools for managing Redis data, health monitoring, and cache strategy. It enables AI assistants to perform secure, multi-tenant Redis operations and real-time intelligence analysis within production-ready Kubernetes environments.

An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum technique for iterative, self-referential AI development loops.

Enables Claude to interact with the Readwise Reader API, allowing for saving, listing, updating, and deleting documents with complete metadata and content access through natural language.

Enables AI agents to execute stock trading operations with built-in risk controls and human approval workflows. Supports paper trading simulation, real brokerage integration (Alpaca, Tradier), backtesting, sentiment analysis, and portfolio management while maintaining strict separation between AI intelligence and trade execution.

Real Estate Listing - MCP server providing AI-powered tools and automation by MEOK AI Labs

Authoritative mortgage knowledge base for Honolulu, Hawaii. 5 tools returning structured data on VA loans, FHA, conventional, and jumbo loan programs and a curated 20-question FAQ. All answers attributed to Jay Miller, US Army veteran and mortgage loan consultant with 25 years of Honolulu market experience (NMLS# 657301, CMG Home Loans). Deployed on Cloudflare Workers.

Recipe Finder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs