# Performance analysis

This project is a server based on the Model Context Protocol (MCP), specifically designed to interact with the Amazon Redshift database. It securely connects through the AWS Data API, provides functions such as database structure query, data retrieval, and performance analysis, and supports integration with AI tools such as Claude and Cursor.

MCP - PostgreSQL - Ops is a professional MCP server for PostgreSQL database operations and monitoring. It supports PostgreSQL versions 12 - 17 and provides comprehensive database analysis, performance monitoring, and intelligent maintenance suggestions. Database management is achieved through natural language queries.

Chrome DevTools MCP is a model context protocol server that integrates the Chrome developer tools protocol through MCP, allowing users to debug web applications by connecting to Chrome developer tools.

Goku is a high-performance, scalable HTTP load testing tool designed for benchmarking and performance analysis of web services. It supports structured real-time metrics and detailed performance analysis, making it suitable for engineers to efficiently simulate and analyze traffic.

The PostgreSQL MCP Server is a tool that provides database management functions, supporting database analysis, debugging, schema management, data migration, and performance monitoring.

A Go - based MCP server that provides tools for analyzing Go pprof performance analysis files, supporting multiple analysis types and output formats.

Postgres MCP Pro is an open - source MCP server that provides comprehensive support for AI agents in database index tuning, execution plan analysis, health checks, and secure SQL execution.

An MCP server that provides Google PageSpeed Insights analysis, helping AI models analyze web page performance through a standardized interface.

A web performance analysis tool based on Google Lighthouse. It provides an MCP server and a CLI tool, and supports multi-dimensional performance indicator detection and optimization suggestions.

This project implements AI intelligent optimization of Spark code through the MCP protocol, providing code optimization suggestions and performance analysis services.

Perfetto MCP is a model context protocol server that can convert natural language prompts into professional Perfetto trace analysis, helping developers perform performance analysis, ANR detection, CPU hotspot thread identification, lock contention analysis, and memory leak detection without writing SQL.

xtrace-mcp is a project related to tracing and monitoring, which may involve microservice call chain tracing or performance monitoring

The FonParam MCP Server provides access to Turkish investment fund data for Claude Desktop, supporting functions such as fund listing, comparison, performance analysis, and company information query.

A module that adds discrete event simulation (DES) functionality to the Text2Sim MCP Server, implemented based on the SimPy framework, including core components such as entity processing, process steps, resource management, and indicator collection.

An MCP server based on Playwright and Lighthouse for website performance analysis and screenshot capture.

An open - source MCP server implementation for monitoring website performance and environmental impact

A Mac system monitoring server based on the MCP protocol, which can monitor CPU, memory, and disk usage

PostgreSQL database management MCP service, providing analysis, debugging, migration, and monitoring functions

PostgreSQL MCP Server provides database analysis, configuration guidance, and problem - debugging functions, supporting performance optimization, security assessment, and troubleshooting of common problems.

Raygun's MCP server provides API access to crash reporting and real - user monitoring applications

An MCP server that provides Zig language tool support, including functions such as code optimization, compute unit estimation, code generation, and best practice recommendations

The PageSpeed MCP Server is a bridge that connects AI assistants with the Google PageSpeed Insights API, providing website performance analysis functions for AI models, including core performance indicators, SEO evaluation, accessibility audits, and resource optimization suggestions.