MCP All-in-One Server
Provides a tool to send text prompts to configured n8n workflows and return the responses.
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 Read the support playbook and summarize the refund policy"
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: 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
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 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.
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.
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.
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
Related MCP Connectors
MCP server for your apps' tools and custom tools, plus hosted AI agents and approval-gated workflows
Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions via Zapier.
Security-first WordPress MCP server. 129 tools for Claude, ChatGPT, Gemini. Free on wp.org.
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and Gemini.
Related MCP Servers
- FlicenseAqualityDmaintenanceA versatile MCP server providing tools for arithmetic operations, n8n webhook integration, and access to a customer support playbook resource. It also includes specialized prompt templates for converting webinar transcripts into engaging blog posts.52-
- FlicenseNot gradedqualityNot gradedmaintenanceA production-grade MCP server that centralizes AI integrations for Appwrite, Supabase, and MySQL databases. It also enables triggering n8n workflows via webhooks and performing generic REST API calls with built-in retry logic.-
- AlicenseBqualityDmaintenanceA comprehensive MCP server that provides full control over n8n automation workflows through natural language. It offers 43 tools for managing workflows, executions, credentials, and data tables, with safety features like write-mode protection and double-validated workflow creation.431MIT
- FlicenseNot gradedqualityDmaintenanceEnables deployment of MCP servers over HTTP, providing ready-to-use tools for text processing, math calculations, and social media content generation, accessible to AI assistants like GitHub Copilot and Claude.-