AgentIndex icon
AgentIndex
HoneyMCP logo
HoneyMCP
★ 28
vs
GhidraMCP logo
GhidraMCP
★ 11.5k

HoneyMCP vs GhidraMCP

HoneyMCP: HoneyMCP is a defensive security tool that adds deception capabilities to Model Context Protocol (MCP) servers, protecting AI agents from attacks like data exfiltration and indirect prompt injection. It injects 'ghost tools' as honeypots, appearing legitimate to attackers while capturing attack telemetry for high-fidelity detection.; GhidraMCP: GhidraMCP is a Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to perform autonomous reverse engineering of applications. It exposes Ghidra's core functionalities to various MCP clients, facilitating automated binary analysis and renaming.

01

TL;DR

HoneyMCP logo
HoneyMCPSecurity & Safety · ★ 28

Detecting data exfiltration attempts by AI agents.

Read HoneyMCP full review →
GhidraMCP logo
GhidraMCPSecurity & Safety · ★ 11.5k
When to choose:
  • You use the free, open-source NSA Ghidra reverse engineering suite and want to give Claude or Cursor direct access to decompilation, functions, and symbols via MCP.
  • You need an open-source, non-commercial binary analysis pipeline that works out of the box without proprietary licenses.
When to skip:
  • Your workflow standardizes on IDA Pro with Hex-Rays decompilers; ida-pro-mcp is the dedicated bridge for IDA Pro.
  • You do not perform binary reverse engineering or disassembly.
Read GhidraMCP full review →
02

Side-by-Side Comparison

Field
HoneyMCP logoHoneyMCP
GhidraMCP logoGhidraMCP
Category
Security & Safety
Security & Safety
Stars
★ 28
★ 11.5k
License
NOASSERTION
Apache-2.0
Install Command
pip install honeymcp && honeymcp init
git clone https://github.com/LaurieWired/GhidraMCP.git
Updated
2mo ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Security, Deception, Honeypot
Ghidra, Reverse Engineering, LLM
03

Features

HoneyMCP logoHoneyMCP
01One-Line Integration: Seamlessly add `honeypot` middleware to any FastMCP server.
02Context-Aware Honeypots: LLM-generated, domain-specific deception tools that adapt to the server's context.
03Transparent Detection: Honeypots appear as legitimate tools to attackers, ensuring covert detection.
04Attack Telemetry: Captures comprehensive attack data including tool call sequences, arguments, and session metadata.
05Live Dashboard: Provides a real-time React dashboard for visualizing attack events.
GhidraMCP logoGhidraMCP
01Operates as an MCP Server and Ghidra Plugin
02Decompile and analyze binaries within Ghidra
03Automatically rename methods and data
04List methods, classes, imports, and exports
05Integrates with diverse MCP clients
04

Use Cases

HoneyMCP logoHoneyMCP
↳Detecting data exfiltration attempts by AI agents.
↳Identifying indirect prompt injection attacks manipulating AI agents.
↳Protecting Model Context Protocol (MCP) servers from malicious tool invocations.
↳Gathering intelligence on sophisticated attackers through sustained deception (COGNITIVE mode).
↳Securing AI agent environments against automated scanners and bots.
GhidraMCP logoGhidraMCP
↳Empowering LLMs to autonomously reverse engineer applications.
↳Integrating Ghidra's powerful analysis capabilities with AI agents.
↳Automating binary analysis tasks through MCP client interfaces.
05

Best For

HoneyMCP logoHoneyMCP
—
GhidraMCP logoGhidraMCP
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between HoneyMCP and GhidraMCP?
Both HoneyMCP and GhidraMCP are in the Security & Safety category. HoneyMCP has 28 stars, while GhidraMCP has 11.5k stars.
Which is better, HoneyMCP or GhidraMCP?
The best choice depends on your use case. Choose HoneyMCP if Detecting data exfiltration attempts by AI agents., and GhidraMCP if Empowering LLMs to autonomously reverse engineer applications..
Is HoneyMCP free or open source?
Yes, HoneyMCP is open source on GitHub (NOASSERTION).
Is GhidraMCP free or open source?
Yes, GhidraMCP is open source on GitHub (Apache-2.0).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to HoneyMCP →Alternatives to GhidraMCP →HoneyMCP details →GhidraMCP details →ida-pro-mcp vs GhidraMCP →