FIWARE MCP Server

This is a first implementation of a FIWARE Model Context Protocol (MCP) Server that provides a bridge between the Context Broker and other services. The server implements basic operations for interacting with a FIWARE Context Broker.

Objectives

Create a basic MCP server implementation for FIWARE
Provide simple tools for Context Broker interaction
Demonstrate basic intent CRUD operations with the Context Broker
Serve as a foundation for more complex MCP implementations

Features

Context Broker version checking
Query capabilities for the Context Broker
Entity publishing and updating

Prerequisites

Python 3.7 or higher
pip (Python package installer)
Access to a FIWARE Context Broker instance

Installation

Clone this repository:

git clone <repository-url>
cd FIWARE_MCP_01

Install the required dependencies:

pip install -r requirements.txt

Claude Desktop integration

Claude Desktop should launch the server via STDIO. Do not use “mcp install” or “mcp run” with this server.

Example configuration (adjust paths for your environment):

{
  "mcpServers": {
    "CB-assistant": {
      "command": "uv",
      "args": [
        "run",
        "--with",
        "requests>=2.31.0",
        "--with",
        "fastmcp>=0.3.0",
        "python",
        "PATH\\TO\\FIWARE-MCP-Server\\server.py"
      ]
    }
  }
}

Alternative if dependencies are installed with pip:

{
  "mcpServers": {
    "CB-assistant": {
      "command": "python",
      "args": [
        "PATH\\TO\\FIWARE-MCP-Server\\server.py"
      ]
    }
  }
}

Usage

By default, running the script starts the server in STDIO mode. Use --http to start an HTTP server.

STDIO (default):

python server.py

HTTP mode:

python server.py --http

HTTP host/port (optional):

python server.py --http --host 127.0.0.1 --port 5001

When running with --http, the server binds to the provided host/port and uses stateless HTTP sessions for compatibility with streamable HTTP clients.

Redirecting with ngrok (HTTP mode)

To use LLMs via external APIs (for example the OpenAI Responses API) you may need to expose your local MCP server to the Internet. Use ngrok to create a public HTTPS tunnel to the server when running in HTTP mode.

Sign up at https://ngrok.com and install the ngrok client for your OS.
Add your ngrok auth token to the client (follow ngrok's OS-specific setup). For example:
- ngrok (v3) config command: ngrok config add-authtoken <YOUR_AUTH_TOKEN>
Start your MCP server in HTTP mode (if not already running). Example:
- python server.py --http --host 127.0.0.1 --port 5001
Start an ngrok tunnel that forwards to your HTTP server:
- ngrok http http://127.0.0.1:5001 (replace host/port if you configured them differently)
Once ngrok is running it will display one or more public forwarding URLs. The MCP endpoint will be reachable at:
- {PUBLIC_URL}/mcp

Note: Keep your auth token secure. The public URL stays active while ngrok is running and will cease to be reachable when you stop the tunnel.

Available Tools

CB_version
- Checks the version of the Context Broker
- Default parameters: address="localhost", port=1026
- Returns: JSON string with version information
query_CB
- Queries the Context Broker
- Parameters:
  - address (default: "localhost")
  - port (default: 1026)
  - query (default: "")
- Returns: JSON string with query results
publish_to_CB
- Publishes or updates entities in the Context Broker
- Parameters:
  - address (default: "localhost")
  - port (default: 1026)
  - entity_data (required: dictionary with entity information)
- Returns: JSON string with operation status

Example Usage

# Example entity data
entity_data = {
    "id": "urn:ngsi-ld:TemperatureSensor:001",
    "type": "TemperatureSensor",
    "temperature": {
        "type": "Property",
        "value": 25.5
    },
    "@context": "https://uri.etsi.org/ngsi-ld/v1/ngsi-ld-core-context.jsonld"
}

# Publish to Context Broker
result = publish_to_CB(entity_data=entity_data)

Configuration

The server can be configured by modifying the following parameters in server.py:

Host address (HTTP mode only)
Port number (HTTP mode only)
Timeout settings

Error Handling

The server includes comprehensive error handling for:

Network connectivity issues
Invalid responses from the Context Broker
Malformed entity data
Server shutdown

Contributing

Feel free to submit issues and enhancement requests!

License

This project is licensed under the Apache License 2.0.