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MCP All-in-One Server

MCP All-in-One Server

by mrzvuz

MCP All-in-One Server

This is a versatile MCP server that demonstrates multiple capabilities of the Model Context Protocol (MCP). It provides tools for calculation, external integrations (webhooks), resources for context, and prompt templates.

Capabilities

๐Ÿงฎ Tools

Functions that the AI can execute:

  • Calculator: Basic arithmetic operations (add, subtract, multiply, divide).

  • Webhook Integration: send_to_webhook - Sends a text prompt to a configured n8n workflow and returns the response.

๐Ÿ“š Resources

Contextual data the AI can read:

  • support://playbook: A full Customer Support Playbook containing company overview, tone rules, product details, and standard operating procedures.

๐Ÿ“ Prompts

Templates to structure AI interactions:

  • webinar_to_blog: A structured prompt template to convert webinar transcripts into engaging blog posts.

Related MCP server: Servidor MCP Universal

Prerequisites

  • Python 3.10+

  • uv: A fast Python package installer and resolver.

    • Windows: powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

    • macOS/Linux: curl -LsSf https://astral.sh/uv/install.sh | sh

  • Node.js & npm (optional, for the MCP Inspector)

Setup

  1. Open your terminal in this directory (calculator_server).

  2. Initialize the project (if you haven't already):

    uv init
  3. Add the required dependencies:

    uv add "mcp[cli]" httpx

Running the Server

You can run the server directly using uv:

uv run server.py

Note: This will use stdio for communication, so it will expect input from stdin and won't show much output in the console unless connected to an MCP client.

Testing with MCP Inspector

To test the server using the MCP Inspector (a web-based tool to interact with your server):

npx @modelcontextprotocol/inspector uv run server.py

This will launch the inspector in your browser. You can:

  • Tools: Test the calculator and webhook tools.

  • Resources: View the content of support://playbook.

  • Prompts: Execute the webinar_to_blog template.

Integration with Claude Desktop

To use this server with Claude for Desktop:

  1. Open your Claude Desktop configuration file:

    • Windows: %APPDATA%\Claude\claude_desktop_config.json

    • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

  2. Add the server configuration. You can copy the content from claude_desktop_config.json in this directory:

    {
      "mcpServers": {
        "calculator": {
          "command": "uv",
          "args": [
            "--directory",
            "C:\\Users\\Your_Name\\Desktop\\mcps\\calculator_server",
            "run",
            "server.py"
          ]
        }
      }
    }

    Important: Make sure the path in --directory matches the actual absolute path to your calculator_server folder.

  3. Restart Claude for Desktop.

Available Tools

5 tools
addA

Add two numbers

Inputs: a (required), b (required). Returns: result

divideA

Divide a by b

Inputs: a (required), b (required). Returns: result

multiplyA

Multiply two numbers

Inputs: a (required), b (required). Returns: result

send_to_webhookC

Send a prompt to the n8n webhook and get the response.

Args: prompt: The text prompt to process

Inputs: prompt (required). Returns: result

subtractA

Subtract b from a

Inputs: a (required), b (required). Returns: result

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelogโ€ฆ

    TDQS

    B3.4/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: the four arithmetic operations are unambiguous, and send_to_webhook is completely unrelated to math. There is no realistic confusion between any two tools.

    Naming Consistency3/5

    The arithmetic tools follow a bare verb pattern (add, subtract, multiply, divide), while send_to_webhook uses a verb_preposition_target pattern. The names are readable but mix two different naming styles.

    Tool Count4/5

    Five tools is a reasonable number for a small server, and none feel redundant. However, the 'All-in-One' branding makes the set feel slightly sparse given the broad implied scope.

    Completeness2/5

    The set only covers basic arithmetic plus a single webhook integration, which is far from complete for something called 'All-in-One.' Even within math, common operations like modulo or exponentiation are missing, and there are no other integrations or resource management tools.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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