MCP All-in-One Server
Provides a tool to send text prompts to configured n8n workflows and retrieve the results, enabling the AI to interact with automated external workflows.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@MCP All-in-One Server Turn this webinar transcript into a blog post"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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
๐งฎ 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.
๐ 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.
๐ Prompts
Templates to structure AI interactions:
webinar_to_blog: A structured prompt template to convert webinar transcripts into engaging blog posts.
Related MCP server: mcp-web-calc
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
Open your terminal in this directory (
calculator_server).Initialize the project (if you haven't already):
uv initAdd the required dependencies:
uv add "mcp[cli]" httpx
Running the Server
You can run the server directly using uv:
uv run server.pyNote: 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.pyThis 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_blogtemplate.
Integration with Claude Desktop
To use this server with Claude for Desktop:
Open your Claude Desktop configuration file:
Windows:
%APPDATA%\Claude\claude_desktop_config.jsonmacOS:
~/Library/Application Support/Claude/claude_desktop_config.json
Add the server configuration. You can copy the content from
claude_desktop_config.jsonin 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
--directorymatches the actual absolute path to yourcalculator_serverfolder.Restart Claude for Desktop.
Available Tools
5 toolsaddA
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 changelogโฆ
TDQS
Scored across 5 tools
Each arithmetic tool performs a distinct operation (add, subtract, multiply, divide) and the webhook tool is clearly different. No ambiguity.
All arithmetic tools use a single verb (add, subtract, multiply, divide) and the webhook tool follows a verb_noun pattern (send_to_webhook). Consistent naming convention.
5 tools is appropriate for a focused set. The count is not excessive and the tools cover basic arithmetic plus a webhook utility. Slightly thin for an 'all-in-one' claim but still reasonable.
The arithmetic set lacks operations like modulo, exponentiation, or more complex math. The webhook tool seems disconnected. Overall, the surface is too sparse for a server named 'all-in-one'.
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