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  • GoLogX (logx-mcp)

    AyoubTadlaoui
    A
    license
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    quality
    A
    maintenance
    Tamper-evident audit logging for AI agents. Append-only, hash-chained, optionally Ed25519-signed log. The MCP server lets an agent keep and verify a record of what it actually did.
    5
    MIT

  • Google CrUX MCP

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables natural language queries of the Chrome UX Report API to fetch Core Web Vitals (LCP, INP, CLS, FCP, TTFB), compare form factors, benchmark pages against site averages, and analyze up to 40 weeks of performance trends.
    6
    134
    MIT
  • @verlon-ai/mcp by verlon-ai

    @verlon-ai/mcpofficial

    verlon-ai
    A
    license
    A
    quality
    B
    maintenance
    Model Context Protocol server for Verlon AI that exposes gates, logs, recommendations, and experiments as MCP tools, enabling coding agents to inspect and manage AI infrastructure natively.
    5
    163
    MIT

  • runmeter

    Aptica-Solutions
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.
    6
    MIT
  • Spyglass AI MCP Server by Spyglass-AI

    Spyglass AI MCP Serverofficial

    Spyglass-AI
    A
    license
    A
    quality
    D
    maintenance
    Enables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.
    1
    MIT

  • graylog-mcp

    anpy-j
    A
    license
    A
    quality
    C
    maintenance
    Provides a standardized MCP interface for querying Graylog logs, enabling AI agents to search, diagnose, and correlate runtime logs with code via configurable profiles.
    5
    MIT

  • AI Impact MCP

    anchetadev
    F
    license
    A
    quality
    B
    maintenance
    Estimates the environmental footprint of your AI use — energy (kWh), miles driven, water used for cooling, and CO₂ — plus a prompt-efficiency score, working with any AI client by measuring token usage.
    9

  • Vectra AI MCP Server

    vectra-ai-research
    A
    license
    B
    quality
    C
    maintenance
    Connects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.
    23
    5
    MIT
  • WSAI FixCenter by Whytcard-Swiss-AI

    WSAI FixCenterofficial

    Whytcard-Swiss-AI
    A
    license
    -
    quality
    B
    maintenance
    Evidence-first MCP server for diagnosing problems with hooks, plugins, skills and configuration, returning ranked probable causes and reviewable fixes without modifying the workspace.
    MIT
  • Pingera MCP Server by pingera

    Pingera MCP Serverofficial

    pingera
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server for the Pingera monitoring service, providing seamless integration between AI models and monitoring data.
    1
    MIT
  • uptimepage by uptimepage

    uptimepageofficial

    uptimepage
    A
    license
    -
    quality
    A
    maintenance
    MCP server for Uptimepage uptime monitoring. An LLM client can read your monitors and incidents, run a check on demand, and post incident updates. Writes need an OAuth login and a scoped token, and each one is logged.
    10
    AGPL 3.0
  • Confident AI by confident-ai

    Confident AIofficial

    confident-ai
    A
    license
    -
    quality
    B
    maintenance
    Connects AI-powered tools to the Confident AI platform for evaluating, observing, and iterating on AI quality, enabling cloud evaluations, dataset management, prompt versioning, production tracing, and human annotations directly from editors like Cursor and Claude Code.
    2
    MIT
  • Veeam Intelligence MCP Server by veeam-ai

    Veeam Intelligence MCP Serverofficial

    veeam-ai
    A
    license
    -
    quality
    F
    maintenance
    Extends Veeam Intelligence to MCP-compatible clients, enabling secure, real-time operational insight across Veeam Backup & Replication, Veeam ONE, and VSPC via natural language or AI workflows.
    10
    MIT
  • Auralogs MCP Server by auralogs-ai

    Auralogs MCP Serverofficial

    auralogs-ai
    A
    license
    -
    quality
    C
    maintenance
    A read-only MCP server for the Auralogs logging platform, enabling AI agents to query production logs, search errors, and retrieve AI analyses without write access. It allows you to ask your coding assistant 'what's broken in production right now?' by connecting to your logs via a simple bearer auth key.
    MIT