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  • A
    license
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    A read-only MCP server that reports BI pipeline readiness, blockers, and the next allowed action for governed Power BI workflows. It never writes files, executes warehouse work, or grants human approvals.
    6
    18 npm
    2
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    18
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables state-aware Terraform/OpenTofu plan evaluation against live AWS topology and CloudWatch telemetry, detecting reliability blast radius and FinOps waste before merge.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    An AI-powered Power BI dataset health monitor that connects Claude to a simulated Power BI tenant for running health checks, diagnosing failures, and prioritizing fixes.
    MIT
  • A
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    A
    quality
    A
    maintenance
    MCP server and CLI for IBM HMC REST API, enabling AI agents to inventory Power systems, manage LPARs/VIOS, and submit jobs like power on/off, with tools for adapters, storage, networking, and more.
    100
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.
    10
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables local-first observability for MCP agent workflows by recording tool calls, prompts, latency, and token usage in a local SQLite database, and provides tools for inspecting, comparing, exporting, and generating dashboards from traces.
    13
    13 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Grafana enabling management of dashboards, datasources, alert rules, folders, and annotations via stdio.
    1 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables interaction with Neptune Apex aquarium controllers through their local REST API, providing read-only monitoring of probes, outlets, power, inputs, and history by default, with opt-in write tools for outlet control, feed cycles, and guarded program edits.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to query the Domotz Public API for network monitoring data — collectors, devices, uptime and state history, inventory, monitored variables and SNMP sensors, topology, IP conflicts and alert profiles — and, on explicit confirmation, switch or power-cycle smart power outlets.
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to manage VMware vSphere virtual infrastructure through comprehensive operations including VM power control, snapshot management, resource monitoring, performance analytics, and bulk operations with built-in safety confirmations for destructive actions.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables read-only total-pressure observation and safe, operator-bound control of a dispenser power supply, with deterministic safety limits and fail-closed protections.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables querying admin sign-in data from resume.naplab.org, such as last sign-in and sign-in counts, via natural language.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables querying logs and metrics with plain SQL from any MCP client via pooml's read-only query API.
    3
    3 npm
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Provides read-only access to daily trading figures for multi-site restaurant groups, detecting anomalies in control blocks such as void rates and labor percentages to uncover subtle financial leaks.
    5
    MIT