
AI Agent for GNURadio MCP
Experience seamless automation of GNURadio workflows with the GNURadio MCP Server integration. This extensible Machine Control Protocol (MCP) server empowers organizations to programmatically create, manage, and validate GNURadio flowgraphs, streamlining SDR prototyping and automation. Easily connect with Large Language Models (LLMs), bots, and custom clients to accelerate SDR development, reduce manual errors, and enable AI-driven SDR solutions at scale.

Automate SDR Workflows Effortlessly
Leverage the MCP API to automate GNURadio flowgraph generation, editing, and validation. Save time and reduce manual prototyping errors by integrating the server with AI agents, bots, or custom automation frameworks. The robust API interface enables scalable and reliable SDR workflow management for any organization.
- MCP API Interface.
- Exposes a powerful API for real-time GNURadio flowgraph management.
- Automated Flowgraph Generation.
- Programmatically build, edit, and validate .grc files via automation tools.
- LLM & Bot Integration.
- Seamlessly connect to Large Language Models and automation bots to streamline SDR prototyping.
- Reduced Manual Errors.
- Eliminate repetitive tasks and lower risk of mistakes in radio signal workflow design.
AI & Automation Ready
GNURadio MCP Server is designed for integration with AI-powered agents, LLMs, and custom clients. Enable your organization to deploy intelligent SDR workflow solutions, automate flowgraph design, and adapt to evolving radio signal processing needs. Perfect for teams seeking next-level SDR automation.
- LLM-Driven SDR Control.
- Integrate with advanced language models for smart, conversational SDR workflow management.
- Custom Client Support.
- Easily connect your own tools and frameworks for tailored SDR solutions.

Extensible & Modular Architecture
Built for flexibility, GNURadio MCP Server features a modular architecture, making it easy to extend capabilities and customize for unique SDR requirements. Benefit from comprehensive examples and tested components that accelerate development and ensure reliability.
- Modular Extensibility.
- Easily extend and customize core server functionality for unique SDR workflows.
- Ready-to-Use Flowgraph Examples.
- Accelerate SDR development with included .grc flowgraph templates.
Automate Your GNURadio Workflows Today
Experience the power of programmatic SDR flowgraph creation and seamless LLM integration with GNURadio MCP Server. Say goodbye to manual prototyping and take control of your SDR projects with scalable, automated solutions.
What is GNURadio MCP Server
The GNURadio MCP (Machine Control Protocol) Server is a modern, extensible server designed to extend the capabilities of GNU Radio, a leading open-source software-defined radio (SDR) toolkit. GNURadio MCP Server enables programmatic, automated, and AI-driven creation and modification of GNU Radio flowgraphs (.grc files). Its robust MCP API allows seamless integration with Large Language Models (LLMs), automation frameworks, and custom clients, empowering users to automate SDR workflows, generate, build, and validate flowgraphs at scale, and reduce manual errors in SDR prototyping. The server is modular, extensible, and includes example flowgraphs for rapid development, making it a powerful tool for researchers, developers, and organizations working with SDR.
Capabilities
What we can do with GNURadio MCP Server
GNURadio MCP Server enables a new level of automation and intelligence in software-defined radio development. With its API and extensibility, users can leverage the following capabilities:
- Automate SDR Workflow
- Programmatically generate, modify, and validate GNU Radio flowgraphs to streamline SDR prototyping and deployments.
- LLM & Automation Integration
- Seamlessly connect with Large Language Models and automation scripts to design and control RF workflows.
- Custom Client Support
- Integrate with custom bots, desktop apps, or workflow managers to trigger and manage SDR operations at scale.
- Modular & Extensible
- Easily extend the server with new capabilities, or tailor it to your organization's specific needs.
- Example Flowgraphs
- Access ready-to-use flowgraph examples to accelerate development and testing.

What is GNURadio MCP Server
AI agents can leverage GNURadio MCP Server to autonomously design, modify, and deploy radio frequency flowgraphs, enabling intelligent, automated SDR workflows. This integration allows AI-powered systems to perform complex signal processing tasks, optimize communication pipelines, and rapidly prototype RF solutions without manual intervention.