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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents and Amazon Alexa+ skills to orchestrate desktop load-testing workflows hands-free, including launching closed-loop or ramp-up traffic campaigns, streaming live RPS and P50/P95/P99 telemetry, gracefully halting runs, and retrieving bilingual executive capacity audits. Tools are Zod-validated and exposed over stdio with built-in circuit-breaker safety monitoring.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Website monitoring for AI assistants. Visual Sentinel catches pages that look broken even when the site is up. DNS, SSL, speed and website checks need no account; monitors, incidents and alerts need an API key (Business and Agency plans).
    16
    22 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbox to execute API calls, enabling management of monitors, accounts, and MSP/BU tenancy through natural language.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Surface Claude Code token usage, estimated cost, and plan-limit status in any MCP client. Enables agents to query usage data from local logs and Anthropic API.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI clients speaking MCP over stdio to query a self-hosted Sencho hub read-only, listing nodes, stacks, container health, update and rollback readiness, and fleet health with no write, log, file, or shell tools.
    AGPL 3.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    A read-only MCP server that exposes controlled SSH tools to inventory, document, and prepare operations on WealthTech servers for AI assistants like ChatGPT and Codex.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to answer operators' questions about their Dreambooth Studio booths via a read-only API wrapper, providing session, project, revenue, credit, and wallet data with OAuth device flow authentication.
    -
  • A
    license
    B
    quality
    B
    maintenance
    Local MCP server for observing and controlling an authorized Android device over USB using ADB and scrcpy, providing screen capture, UI automation, app inspection, logcat, and evidence recording.
    29
    23 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides read-only production observability through a small set of tools for health, job status, latest data, approved logs, and deployment metadata, enabling AI planning and review without a production write path.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides typed, audited, least-privilege tools for monitoring AWS infrastructure and GitHub pipelines, including instance health, service status, logs, deployment status, CI workflow runs, failed jobs, and PR checks.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    A visual surface for terminal Claude Code that provides a persistent dashboard the agent curates itself, per-session telemetry with cost, and a menu bar glyph for status.
    -
  • A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.
    5
    243 npm
    19
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Read-only MCP server for Grafana Loki: lets AI agents (Claude Code, Cursor, Copilot) discover labels, read bounded LogQL pages, count lines by label or time, and export logs — across several Loki stands
    5
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables a Claude Code agent to fetch remaining 5-hour and weekly subscription usage limits, reset times, and per-window breakdowns as JSON. It provides the same figures as /usage through a local, read-only tool.
    1
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Independent latency and uptime data for 46 hosted AI inference APIs, probed every 5 minutes from 4 regions with no gateway, plus a verified model deprecation calendar and Claude Code / Codex speed and accuracy drift. Four read-only tools, no API key; data CC BY 4.0.
    2
    4
    12
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.
    3
    72 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for SonarQube that enables LLM agents to discover projects, analyze code quality metrics, check Quality Gate status, search issues with filters, and rank projects by worst-performing metrics. It provides read-only, safe access to SonarQube instances with structured outputs and error handling.
    5
    201 PyPI
    MIT