Skip to main content
Glama
LGDiMaggio

mcp-server-mcsa

Related Servers

Alternatives to mcp-server-mcsa

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      Exposes industrial motor telemetry data to AI agents via MCP and REST, enabling natural-language queries about motor status, health, and alerts. Provides a single tool and resource for retrieving real-time motor metrics and escalating critical conditions.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables natural language analysis of mechanical test data files (CSV, TDMS, MDF) by providing tools for channel statistics, spectrum analysis, rainflow fatigue counting, thermal state detection, and report generation.
      MIT
    • A
      license
      A
      quality
      B
      maintenance
      Exposes live industrial IoT telemetry to any MCP client, streaming simulated sensor data from a fleet of machines and detecting anomalies, with the ability to inject faults on demand.
      4
      MIT

    TDQS

    A4/5.0

    Scored across 21 tools

    Disambiguation5/5

    Every tool has a clearly distinct purpose. Spectrum-related tools are differentiated by method (FFT, Welch, envelope, STFT). Fault detection tools are separated by fault type (bearing, rotor bar, eccentricity, stator). Workflow tools like run_full_diagnosis and diagnose_from_file are distinct in input method. No ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (e.g., compute_spectrum, detect_broken_rotor_bars). The verbs are descriptive and uniform, making the set predictable and easy to navigate.

    Tool Count4/5

    With 21 tools, the set is slightly above the typical 3-15 range but still reasonable given the comprehensive domain coverage. Each tool serves a specific, necessary function in the MCSA pipeline, so the count feels appropriate rather than bloated.

    Completeness5/5

    The tool set covers the entire MCSA workflow: file inspection, loading, preprocessing, multiple spectrum computation methods, fault-specific detection, and automated full-diagnosis pipelines. Utilities for data management (list/clear stored data) and test signal generation are included, leaving no obvious gaps.

    Maintenance

    ActivityNo data
    ResponsivenessUnresponsive