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    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.
    6
    1
    Apache 2.0
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    license
    A
    quality
    C
    maintenance
    MCP server for AI security scanning. Detects prompt injections, jailbreaks, data exfiltration, and social engineering attacks in real-time using 42 regex patterns via the ClawGuard Shield API. Sub-10ms response times.
    5
    1
    MIT
  • A
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    A
    quality
    B
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    MCP server for verifying AI agent claims vs reality — single-transcript inline grounding-check that flags when an agent's response states facts not in the input context, when its code silently swallows exceptions and substitutes mock data, or when its multi-turn transcript contains contradictions or unverified completion claims. Sub-second, local, free, no API calls.
    4
    29 PyPI
    1
    MIT
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    A local, stdio-only Model Context Protocol server that lets coding agents inspect, control, and test Apple iOS Simulators and Google Android Emulators. It exposes 29 typed tools for device lifecycle, app management, UI automation, screenshots, logs, permissions, location, and platform-specific test conditions.
    29
    MIT
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    Free, rules-based checks for e-commerce product pages: AI shopping readiness (structured data, reviews, return and shipping terms, GTINs, AI crawler access), Google Merchant Center compliance, store SEO audit and Shopify checkout deadlines. No AI calls, nothing stored.
    2
    4
    MIT
  • A
    license
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    quality
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    maintenance
    Provides AI assistants with token-efficient access to Google Play Android Vitals, enabling them to diagnose ANRs, track crashes, analyze startup performance, and compare app versions for release optimizations.
    10
    19
    MIT
  • A
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    Enables AI assistants to query the Google Play Developer Reporting API for Android production stability data, including crash and ANR issue clusters, de-obfuscated stack traces, release track discovery, startup and crash metric trends, version-to-version comparisons, and anomaly alerts. It also provides guided prompts for incident triage, baseline profile verification, and weekly stability reporting with built-in token compression and caching.
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Model Context Protocol (MCP) server for App Store Optimization. Score your App Store / Google Play listing metadata, check character limits, and clean up the iOS keyword field — right inside Claude, Cursor, or any MCP client.
    4
    9 npm
    1
    MIT
  • A
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    Enables building, saving, inspecting, and previewing supported circuits, plus running headless harmonic-balance simulations and comparing parameter variants without using the desktop UI.
    21
    MIT
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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.
    2
    12
    3 npm
    1
    -
  • A
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    quality
    B
    maintenance
    Provides a local-first, governed MCP foundation where QA engineers can check server health and capabilities, read a status resource, use an orientation prompt, and validate non-secret configuration, profiles, and credential references without exposing secrets. External provider integrations, test execution, and release reporting are not yet implemented and remain scaffolded.
    2
    MIT
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    quality
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    Enables constrained KiCad layout, autorouting orchestration, ECO revision analysis, and manufacturing evidence packaging through MCP tools and persistent engineering jobs with native DRC/ERC verification.
    25
    Apache 2.0
  • A
    license
    C
    quality
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    maintenance
    AI-powered PCB design review MCP server with 93 tools for EMC, signal integrity, power integrity, thermal, and DFM analysis, supporting KiCad, ODB++, Gerber, and more, and generating audit-grade DOCX/HTML reports.
    100
    3
    AGPL 3.0
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for AppForShare. Lets Claude Code, Cursor, Codex, VS Code, Gemini CLI and other MCP clients upload iOS and Android builds, find install links, read the store readiness check and follow App Store and Google Play releases and reviews.
    1,517 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    An MCP server that allows agents to test and compare LLM prompts across OpenAI and Anthropic models, supporting single tests, side-by-side comparisons, and multi-turn conversations.
    MIT
  • A
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    Not graded
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    B
    maintenance
    Enables AI agents to audit KiCad PCB designs through deterministic DRC/ERC checks, spatial heuristics, and multimodal vision review, returning structured, prioritized findings with coordinates and fix guidance.
    10
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Exposes a fictional small business as 46 MCP tools spanning CRM, inbox, calendar, invoicing and phone, letting agents read and modify customers, deals, messages and payments with validated, audited writes that stay inside the process.
    Apache 2.0
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    Not graded
    quality
    A
    maintenance
    Runs live, URL-synced mobile and desktop browser sessions and returns measured UI findings — contrast ratios, sub-44px touch targets, overflow, theme drift, clipped or covered controls — as precise text tied to selectors, so an agent can fix the exact element rather than guess from a screenshot. A human and the agent share the same live panel, and notes the human pins there are readable by the agent along with the exact frame they saw.
    268 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI coding agents to verify code patches locally with sub-50ms neuro-symbolic analysis, detecting structural issues like dependency cycles and interface drift without consuming output tokens.
    1
    Apache 2.0
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    Not graded
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    B
    maintenance
    Enables testing AI agents against a scripted mock MCP endpoint where each tool call returns a chosen response, fails, hangs or drops the connection, and where assertions verify which tools were called, how often, in what order and with what arguments.
    318 npm
    2
    MIT