Analytics & Monitoring MCP Servers

Webtools

Provides web analysis tools, including HTML extraction, markdown conversion, screenshot capture, performance analysis, and Lighthouse audits.

Power BI

Enhances Power BI workflows by integrating AI agents and analytics for streamlined data visualization and business intelligence.

Shortcut

Integrates with the Shortcut API to manage project data and analyze attached Loom videos for debugging.

OpenBanking

Integrates local Ollama LLMs with a Model Context Protocol server to power OpenBanking applications.

Charts Visualization

Generates and serves dynamic bar and pie charts from structured data via a web-based API.

BigQuery FinOps

Provides granular insights into Google BigQuery costs to facilitate financial optimization.

QWeather

Provides a FastMCP-based query service for QWeather, offering real-time weather information.

Indian Weather

Provides detailed weather information, air quality data, and agricultural insights for Indian cities via a Model Context Protocol server.

Todo Platform

Demonstrates a cloud-native Kubernetes application showcasing GitOps, distributed tracing, and automated database management for building scalable microservices.

Image Description

Leverages a cloud-based vision model to analyze images and generate detailed descriptions.

Expense Tracker

Manages and tracks daily expenses, offering a simple way to monitor personal spending.

Homelab

Provides a centralized interface for managing and monitoring various homelab services.

Imports

Maps dependencies and import statements across 11 programming languages, providing structured JSON output for comprehensive analysis.

Workforce Competitive Intelligence

Gathers and analyzes crucial human capital data including hiring trends, personnel movements, and risk factors to provide competitive insights.

Lumen

Provides advanced forensic analysis of JVM Flight Recorder (JFR) data for integration with large language models.

Crypto Metrics

Aggregates crypto market, DeFi, and cycle analysis data from multiple free APIs for real-time insights.

PrestaShop

Connects Claude directly to a PrestaShop database, enabling natural language queries for sales, stock, customer, and metric data.

FDIC BankFind

Provides an MCP (Model Context Protocol) server for the FDIC BankFind Suite API, enabling LLM hosts to access and analyze public banking records.

Hilma

Integrates Finnish public procurement notices (Hilma) directly into Claude AI assistants.

Sovereign Debt Contagion & Geopolitical

Model sovereign debt contagion and analyze geopolitical risk with institutional-grade quantitative finance tools for AI agents.