ghidra-mcp
★ 2.1k
vs
semble
★ 4.5k
ghidra-mcp vs semble
ghidra-mcp: Ghidra MCP Server是一个生产就绪的Model Context Protocol (MCP) 服务器，旨在将Ghidra的逆向工程能力与现代AI工具和自动化框架集成。它提供245个MCP工具，支持P-code仿真、实时调试器集成和PCode图数据流分析，以及经过实战检验的AI工作流。; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.
01
TL;DR
Choose ghidra-mcp if…Integrate Ghidra's powerful analysis with modern AI tools and automation frameworks for enhanced reverse engineering.
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
ghidra-mcp01Full Model Context Protocol (MCP) compatibility with 245 comprehensive tools.
02P-code emulation and live debugger integration for dynamic analysis.
03Battle-tested AI workflows for function documentation and batch processing.
04Cross-binary documentation transfer using SHA-256 function hash matching.
05Headless server mode and Docker-ready for CI/CD pipelines and automated analysis.
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04
Use Cases
ghidra-mcp↳Integrate Ghidra's powerful analysis with modern AI tools and automation frameworks for enhanced reverse engineering.
↳Automate and accelerate reverse engineering workflows, including comprehensive function documentation, data type investigation, and orphaned code discovery.
↳Perform large-scale, automated binary analysis, leveraging features like cross-binary documentation propagation and headless operation for CI/CD.
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
05
Best For
ghidra-mcpDev ToolingSecurity & Safety
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between ghidra-mcp and semble?
Both ghidra-mcp and semble are in the Browser Automation category. ghidra-mcp has 2.1k stars, while semble has 4.5k stars.
Which is better, ghidra-mcp or semble?
The best choice depends on your use case. Choose ghidra-mcp if Integrate Ghidra's powerful analysis with modern AI tools and automation frameworks for enhanced reverse engineering., and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is ghidra-mcp free or open source?
Yes, ghidra-mcp is open source on GitHub (Apache-2.0).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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