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Alternatives to plr-mcp

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    Related Servers

    • F
      license
      A
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      C
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      6
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      A Model Context Protocol server built with FastMCP that enables dynamic tool loading and configuration from individual Python files. It provides a flexible framework for automatically discovering, testing, and running tools via Stdio or HTTP transport modes.
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      A Model Context Protocol (MCP) server for seamless integration with peripheral devices connected to your computer. Control, monitor, and manage hardware devices through a unified API.
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    • F
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      Exposes MCP tools to discover and operate simulated lab devices such as incubators and centrifuges, with read/write access, safety-limit enforcement, and interlock logic.
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    • A
      license
      A
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      A simple Model Context Protocol server that provides a hello world greeting tool, serving as a boilerplate template for quickly creating new MCP servers.
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      6 npm
      MIT

    TDQS

    A3.6/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool targets a distinct operation (aspirate, dispense, transfer, tip handling, deck setup, heater-shaker, thermocycler, plate reader) with no overlaps. Actions are clearly separated.

    Naming Consistency5/5

    All tool names use lower_snake_case with clear verb_noun patterns (e.g., pick_up_tips, drop_tips, read_plate). Naming is uniform and predictable.

    Tool Count5/5

    10 tools cover core liquid handling and lab equipment operations without being excessive. Each tool earns its place for a robotics lab server.

    Completeness4/5

    Covers setup, liquid transfers, tip management, temperature control, and reading. Minor gaps like explicit mixing or pause/move commands exist, but transfer can handle mixing.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues