Skip to main content
Glama
E37dey

factory-floor-mcp

by E37dey
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Related Servers

Alternatives to factory-floor-mcp

No user-submitted related servers found.

    Related Servers

    • i3X-MCP-Server

      cesmii
      A
      license
      A
      quality
      D
      maintenance
      Bridges Claude (or any MCP client) to manufacturing data via the i3X standard, enabling natural language queries about equipment status, hierarchy, and historical trends.
      12
      20 npm
      2
      MIT

    • Enterprise MCP Knowledge

      Mudit-R
      F
      license
      Not graded
      quality
      B
      maintenance
      Enables governed, read-only SQL analytics, hybrid RAG knowledge search, financial metric calculation, and database schema introspection through MCP, with role-based access control, audit logging, and AI observability.
      -

    • sap-mcp-server

      romankorim
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables Claude to read SAP ECC and S/4HANA data through OData and RFC/BAPI calls, with writes gated behind a human confirmation step and every call written to an audit log. No proprietary SAP NetWeaver RFC SDK is required.
      MIT

    • mcp-data-server

      dkautomation23
      A
      license
      Not graded
      quality
      B
      maintenance
      Provides read-only, guarded access to business databases via MCP. Enables natural language querying with built-in security barriers like table allowlists, PII masking, and audit logging.
      MIT

    • Shifr Shield

      luqni
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI assistants and LLM agents to query operational databases through a read-only MCP gateway with table whitelisting, automatic row limits, sensitive-data masking, and audit logging.
      MIT

    • homemade-mcp-oracle-database

      Leonides2
      F
      license
      Not graded
      quality
      C
      maintenance
      Enables read-only querying and schema inspection of Oracle Database 10g through MCP tools or a Claude Code skill, with SELECT/WITH enforcement, row limits, timeouts, and audit logging.
      -
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 10 tools

    Disambiguation4/5

    Tools mostly target distinct analytical areas (inventory, OEE, downtime, scrap, work orders), but get_work_orders and late_work_orders have overlapping scope, and production_kpis overlaps with component tools like machine_oee and downtime_pareto. Descriptions help clarify boundaries, reducing confusion.

    Naming Consistency3/5

    Mixed conventions: some tools use verb_noun (list_datasets, search_records, get_work_orders) while others are noun phrases (inventory_alerts, production_kpis, machine_oee, downtime_pareto, downtime_events, scrap_summary, late_work_orders). All are snake_case and readable, but the lack of a consistent verb pattern reduces predictability.

    Tool Count5/5

    10 tools is well within the typical 3-15 range for a domain-specific analytics server. Each tool provides a distinct analytical view, and there is no obvious redundancy or bloat.

    Completeness4/5

    The server covers key factory-floor analytics: dataset discovery, inventory alerts, production KPIs, OEE, downtime, scrap, and work orders. Minor gaps exist, such as no dedicated tool for raw production records or quality inspections beyond scrap, but core workflows are well supported.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources