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  • A
    license
    A
    quality
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    maintenance
    MCP server for measuring web performance with Google PageSpeed Insights, providing median scores with uncertainty and real-user data. It offers tools for scores, diagnostics, and comparisons to identify regressions.
    8
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Analyzes Playwright test results to provide structured QA insights, including test metrics, failure analysis, bug report drafts, and release-quality recommendations.
    5
    MIT
  • F
    license
    A
    quality
    A
    maintenance
    Exposes the Polaris architectural fitness-function control plane's REST API as grouped MCP tools over stdio, letting agents manage tribes, squads, fitness targets and functions, measurement sources, submissions, evaluations, waivers, insights, and events. Handles Google OIDC login and silent token refresh automatically, and submits measurements with an ingest API key.
    16
    -
  • A
    license
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    quality
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    Enables AI assistants to interact with Sauce Labs testing platform through natural language, providing access to device cloud management, test job analysis, build monitoring, and testing infrastructure insights. Supports both Virtual Device Cloud (VDC) and Real Device Cloud (RDC) with comprehensive test analytics and team collaboration features.
    34
    10
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    Enables the execution and analysis of JMeter performance tests through MCP-compatible clients. It provides tools for running tests in non-GUI mode, identifying performance bottlenecks, and generating comprehensive insights and visualizations from result files.
    6
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  • A
    license
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    Not graded
    maintenance
    Provides comprehensive website validation across performance, accessibility, SEO, and security dimensions using multiple testing services including WebPageTest, Google PageSpeed Insights, Axe DevTools, Mozilla Observatory, and SSL Labs. Enables automated website health assessments through browser automation and API integrations.
    12
    3 npm
    1
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  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to connect to Charles Proxy for live and historical traffic analysis, summary-first insights, request detail inspection, and data-driven mock creation via Map Local/Remote.
    47
    MIT
  • F
    license
    C
    quality
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    maintenance
    Enables comprehensive analysis of JavaScript/TypeScript project testing setups by detecting frameworks like Jest, Vitest, and Cypress, analyzing test coverage metrics, and generating actionable recommendations for improving test quality. Provides detailed insights into test structure, dependencies, and coverage thresholds with visual feedback.
    3
    1
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  • A
    license
    C
    quality
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    maintenance
    A server that converts Allure test reports into LLM-friendly formats, enabling AI models to better analyze test results and provide insights about test failures and potential fixes.
    1
    12
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    A vendor-neutral audit tool that evaluates MCP servers for security, quality, and context cost, producing an MCP Score with actionable insights.
    28 PyPI
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to audit a web page in one call — title, meta description, canonical, robots, Open Graph, headings, JSON-LD, security headers and page delivery — returning each finding with its evidence and a ready patch to apply. It also compares a deploy preview against production to surface only regressions, keeps audited pages in tabs with history and daily watches, and runs Lighthouse lab tests via PageSpeed Insights.
    MIT No Attribution
  • A
    license
    Not graded
    quality
    D
    maintenance
    Brings Summit's CRO audit insights into coding agents, enabling them to fetch audits, implement fixes, and manage A/B experiments directly from the editor.
    6 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides real-time debugging, code quality monitoring, and performance insights for React/Next.js applications with features including Chrome DevTools integration, breakpoint management, complexity analysis, and live error streaming.
    20 npm
    1
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  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables running tests and retrieving filtered telemetry summaries and on-demand logs to prevent LLM token overflow. It supports Docker and Playwright integration to provide detailed insights into network requests, console errors, and backend logs.
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