GhidraMCP

MCP.Pizza Chef: LaurieWired

GhidraMCP is an MCP server that integrates the Ghidra reverse engineering framework with the Model Context Protocol. It enables large language models to access and interact with Ghidra's binary analysis capabilities autonomously, facilitating advanced reverse engineering workflows and automated code understanding within an MCP-enabled environment.

Use This MCP server To

Enable LLMs to perform automated binary analysis using Ghidra Integrate Ghidra disassembly data into LLM workflows Automate reverse engineering tasks with LLM-driven insights Extract function and symbol information from binaries for LLM processing Support multi-step reasoning on binary code within MCP clients

README

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ghidra_MCP_logo

ghidraMCP

ghidraMCP is an Model Context Protocol server for allowing LLMs to autonomously reverse engineer applications. It exposes numerous tools from core Ghidra functionality to MCP clients.

ghidraMCP_demo.mp4

Features

MCP Server + Ghidra Plugin

  • Decompile and analyze binaries in Ghidra
  • Automatically rename methods and data
  • List methods, classes, imports, and exports

Installation

Prerequisites

Ghidra

First, download the latest release from this repository. This contains the Ghidra plugin and Python MCP client. Then, you can directly import the plugin into Ghidra.

  1. Run Ghidra
  2. Select File -> Install Extensions
  3. Click the + button
  4. Select the GhidraMCP-1-2.zip (or your chosen version) from the downloaded release
  5. Restart Ghidra
  6. Make sure the GhidraMCPPlugin is enabled in File -> Configure -> Developer
  7. Optional: Configure the port in Ghidra with Edit -> Tool Options -> GhidraMCP HTTP Server

Video Installation Guide:

ghidra_MCP_Install.mp4

MCP Clients

Theoretically, any MCP client should work with ghidraMCP. Three examples are given below.

Example 1: Claude Desktop

To set up Claude Desktop as a Ghidra MCP client, go to Claude -> Settings -> Developer -> Edit Config -> claude_desktop_config.json and add the following:

{
  "mcpServers": {
    "ghidra": {
      "command": "python",
      "args": [
        "/ABSOLUTE_PATH_TO/bridge_mcp_ghidra.py",
        "--ghidra-server",
        "http://127.0.0.1:8080/"
      ]
    }
  }
}

Alternatively, edit this file directly:

/Users/YOUR_USER/Library/Application Support/Claude/claude_desktop_config.json

The server IP and port are configurable and should be set to point to the target Ghidra instance. If not set, both will default to localhost:8080.

Example 2: Cline

To use GhidraMCP with Cline, this requires manually running the MCP server as well. First run the following command:

python bridge_mcp_ghidra.py --transport sse --mcp-host 127.0.0.1 --mcp-port 8081 --ghidra-server http://127.0.0.1:8080/

The only required argument is the transport. If all other arguments are unspecified, they will default to the above. Once the MCP server is running, open up Cline and select MCP Servers at the top.

Cline select

Then select Remote Servers and add the following, ensuring that the url matches the MCP host and port:

  1. Server Name: GhidraMCP
  2. Server URL: http://127.0.0.1:8081/sse

Example 3: 5ire

Another MCP client that supports multiple models on the backend is 5ire. To set up GhidraMCP, open 5ire and go to Tools -> New and set the following configurations:

  1. Tool Key: ghidra
  2. Name: GhidraMCP
  3. Command: python /ABSOLUTE_PATH_TO/bridge_mcp_ghidra.py

Building from Source

  1. Copy the following files from your Ghidra directory to this project's lib/ directory:
  • Ghidra/Features/Base/lib/Base.jar
  • Ghidra/Features/Decompiler/lib/Decompiler.jar
  • Ghidra/Framework/Docking/lib/Docking.jar
  • Ghidra/Framework/Generic/lib/Generic.jar
  • Ghidra/Framework/Project/lib/Project.jar
  • Ghidra/Framework/SoftwareModeling/lib/SoftwareModeling.jar
  • Ghidra/Framework/Utility/lib/Utility.jar
  • Ghidra/Framework/Gui/lib/Gui.jar
  1. Build with Maven by running:

mvn clean package assembly:single

The generated zip file includes the built Ghidra plugin and its resources. These files are required for Ghidra to recognize the new extension.

  • lib/GhidraMCP.jar
  • extensions.properties
  • Module.manifest

GhidraMCP FAQ

How does GhidraMCP enhance reverse engineering workflows?
GhidraMCP allows LLMs to access Ghidra's analysis data directly, enabling automated and intelligent binary analysis and reverse engineering tasks.
What setup is required to use GhidraMCP?
You need a working Ghidra installation and the GhidraMCP server configured to expose Ghidra data via MCP to your LLM client.
Can GhidraMCP work with multiple LLM providers?
Yes, GhidraMCP is provider-agnostic and can work with OpenAI, Anthropic Claude, and Google Gemini models.
Is GhidraMCP secure to use in sensitive environments?
GhidraMCP follows MCP principles for scoped and secure model interaction, minimizing risk when exposing binary data.
What types of binary data can GhidraMCP expose to LLMs?
It can expose disassembly, function signatures, symbols, and other analysis metadata from Ghidra.
How does GhidraMCP handle large binaries?
It supports incremental data loading and scoped context to efficiently manage large binary analysis within MCP workflows.
Can GhidraMCP be extended or customized?
Yes, it is open source under Apache 2.0 license and can be extended to support additional Ghidra features or custom workflows.
Where can I find the GhidraMCP source code and releases?
The source code and latest releases are available on GitHub at https://github.com/LaurieWired/GhidraMCP.