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MCP Server Sample

by antonscap
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Python

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    • MCP 101 Example

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      A foundational implementation of a Model Context Protocol (MCP) server designed for educational purposes. It demonstrates the complete interaction between an LLM, an inference engine, and a client during an agentic call.
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    • FastMCP

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    • MCP Server Boilerplate

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    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

    B3.2/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of confusion or overlap between tools. The tool 'add' has a clear and distinct purpose of adding two numbers, so disambiguation is perfect.

    Naming Consistency5/5

    With a single tool, naming consistency is inherently perfect as there are no other tools to compare against. The tool name 'add' follows a simple verb pattern, which is appropriate for its function.

    Tool Count2/5

    A single tool is too few for most server purposes, as it limits functionality and scope. While it might be appropriate for a trivial demo, it feels thin and incomplete for any meaningful domain coverage.

    Completeness1/5

    The server is severely incomplete, as it only offers a basic arithmetic operation. There are obvious gaps, such as missing other mathematical operations or any broader domain coverage, which will cause agent failures in most scenarios.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources