Analytics & Monitoring MCP Servers

Pytest Debugger

Tracks pytest failures and resolves errors faster using systematic debugging principles and integrates with Large Language Models.

Taiwan Weather

Retrieves real-time weather reports, forecasts, and satellite images from Taiwan's Central Weather Administration for agentic AI applications.

Charts Visualization

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

Enhanced Gemini

Performs comprehensive codebase analysis by loading entire projects into Google's Gemini AI's 1M token context window.

Ayd

Exposes Ayd status monitoring data through the Model Context Protocol.

Netwrix Access Analyzer

Enables data analysis for Netwrix Access Analyzer by integrating with Claude Desktop for enhanced data analysis capabilities.

Binance

Integrates Binance API functionalities with datetime utilities via a FastMCP server for cryptocurrency market operations.

Forensics

Analyzes forensic evidence to identify people and their connections, generating Python code for network visualization.

MVG Störung

Provides cached access to Munich Public Transport (MVG) disruption data.

PRIDE

Provides a Model Context Protocol (MCP) server for programmatic access to PRIDE Archive proteomics data.

GraphQL Sales Server

Enables AI assistants like Claude to query a sales GraphQL database using natural language.

Multi Cluster Kubernetes

Provides a standardized API for simultaneous interaction with multiple Kubernetes clusters using various kubeconfig files.

Smart Financial

Provides an intelligent stock data assistant based on the Model Context Protocol, enabling natural language conversation with AI assistants to retrieve financial data.

Red Hat Status

Retrieves real-time incident and maintenance information directly from the Red Hat Status Page.

Financial Report Generator

Generates detailed financial reports for various companies, serving as a practical demonstration for learning the Model Context Protocol (MCP).

Finnhub

Interfaces with the Finnhub API to retrieve market data, news, and financial information for stocks.

MySQL Ops

Provides comprehensive MySQL database monitoring and analysis capabilities through natural language queries, leveraging 19 specialized tools and Performance Schema integration for MySQL 5.7+ and 8.0+.

Web Proxy

Monitors and analyzes HTTP/HTTPS traffic with automated browser setup, leveraging Model Context Protocol for enhanced control.

Master Puppeteer

Orchestrates advanced browser automation tasks using Puppeteer, providing token-efficient and comprehensive web data for AI agents.

Document Analyzer

Analyzes text documents for sentiment, keywords, and readability, while offering robust document management and semantic search capabilities.