GhidrAssistMCP
★ 780
vs
fastapi_mcp
★ 12.0k
GhidrAssistMCP vs fastapi_mcp
GhidrAssistMCP: GhidrAssistMCP bridges the gap between AI-powered analysis tools and Ghidra's reverse engineering platform by implementing the Model Context Protocol. It provides 35 built-in tools, 6 resources, and 7 prompts, with features like multi-window support and active context awareness.; fastapi_mcp: FastAPI-MCP allows you to expose your existing FastAPI endpoints as Model Context Protocol (MCP) tools. It offers native integration with FastAPI, including built-in authentication using existing dependencies, and preserves schemas and documentation.
01
TL;DR
GhidrAssistMCPDev Tooling · ★ 780
Enable AI assistants like Claude to interact with Ghidra for automated reverse engineering
fastapi_mcpDev Tooling · ★ 12.0k
When to choose:
- You already have a FastAPI application and want to expose its endpoints as MCP tools while reusing your existing FastAPI authentication dependencies and Swagger schemas.
- You want to mount the MCP server directly onto your ASGI app or deploy it separately under an MIT license.
When to skip:
- You are building a standalone MCP server from scratch rather than wrapping a FastAPI app; use FastMCP or the official MCP Python SDK.
- You need an actively updated repository (last push was November 2025).
02
Side-by-Side Comparison
Field
GhidrAssistMCPfastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 780
★ 12.0k
License
MIT
MIT
Install Command
git clone https://github.com/symgraph/GhidrAssistMCP.git
uv add fastapi-mcp
Updated
2w ago
11mo ago
Open Source
Yes
Yes
Tags
ghidra, ghidra-extension, ghidra-plugin
FastAPI, MCP, Python
03
Features
GhidrAssistMCP01Full MCP Server Integration with SSE and Streamable HTTP transports
0235 built-in analysis tools with action-based consolidation
03Multi-program and multi-window support with active context awareness
04Result caching and async task management for performance
05Configurable UI with real-time logging and dynamic tool management
fastapi_mcp01Authentication built in, using your existing FastAPI dependencies!
02FastAPI-native: Not just another OpenAPI -> MCP converter
03Zero/Minimal configuration required
04Preserving schemas of your request models and response models
05Flexible deployment - Mount your MCP server to the same app, or deploy separately
04
Use Cases
GhidrAssistMCP↳Enable AI assistants like Claude to interact with Ghidra for automated reverse engineering
↳Perform binary analysis, function discovery, and code decompilation via standardized API
↳Streamline multi-binary analysis workflows with seamless window switching
fastapi_mcp↳Integrating FastAPI services as tools for large language models (LLMs) that support MCP.
↳Enabling LLMs to interact with and utilize existing business logic and data exposed via FastAPI.
↳Quickly exposing authenticated FastAPI APIs as discoverable and usable tools within an MCP ecosystem.
05
Best For
GhidrAssistMCP—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between GhidrAssistMCP and fastapi_mcp?
Both GhidrAssistMCP and fastapi_mcp are in the Dev Tooling category. GhidrAssistMCP has 780 stars, while fastapi_mcp has 12.0k stars.
Which is better, GhidrAssistMCP or fastapi_mcp?
The best choice depends on your use case. Choose GhidrAssistMCP if Enable AI assistants like Claude to interact with Ghidra for automated reverse engineering, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is GhidrAssistMCP free or open source?
Yes, GhidrAssistMCP is open source on GitHub (MIT).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
Cloud Infrastructure
AdDeploy on DigitalOcean
Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.
→