martin-loop
★ 398
vs
GhidraMCP
★ 11.5k
martin-loop vs GhidraMCP
martin-loop: MartinLoop is a governance layer for AI coding loops that enforces budget caps, verifier gates, rollback evidence, and audit trails. It prevents unbounded retries by stopping unsafe or uneconomical work before execution, providing visibility and accountability for autonomous coding agents.; 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
martin-loopSecurity & Safety · ★ 398
Bounding AI agent retry loops with budget and safety constraints
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.
02
Side-by-Side Comparison
Field
martin-loopGhidraMCPCategory
Security & Safety
Security & Safety
Stars
★ 398
★ 11.5k
License
Apache-2.0
Apache-2.0
Install Command
npm install -g martin-loop
git clone https://github.com/LaurieWired/GhidraMCP.git
Updated
1d ago
1w ago
Open Source
Yes
Yes
Tags
agent-runtime, ai-agent-runtime, ai-coding-agents
Ghidra, Reverse Engineering, LLM
03
Features
martin-loop01Budget governance with hard caps on USD, iterations, and tokens
02Verifier gate that blocks execution unless verification passes
03Failure taxonomy classifying 11 failure classes
04Safety leash evaluating commands, file scope, and secrets before execution
05Rollback evidence capturing state before and after each attempt
GhidraMCP01Operates 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
martin-loop↳Bounding AI agent retry loops with budget and safety constraints
↳Auditing AI coding runs with structured JSONL records
↳Enforcing policy-as-code for autonomous coding agents
GhidraMCP↳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
martin-loop—
GhidraMCPMost PopularEssentialTrending
FAQ
FAQ
What is the difference between martin-loop and GhidraMCP?
Both martin-loop and GhidraMCP are in the Security & Safety category. martin-loop has 398 stars, while GhidraMCP has 11.5k stars.
Which is better, martin-loop or GhidraMCP?
The best choice depends on your use case. Choose martin-loop if Bounding AI agent retry loops with budget and safety constraints, and GhidraMCP if Empowering LLMs to autonomously reverse engineer applications..
Is martin-loop free or open source?
Yes, martin-loop is open source on GitHub (Apache-2.0).
Is GhidraMCP free or open source?
Yes, GhidraMCP is open source on GitHub (Apache-2.0).
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