cyberkaida/reverse-engineering-assistant — MCP server for reverse engineering tasks in Ghidra 👩‍💻

Description and use

**Brief Summary (2‑3 sentences)**
The *reverse‑engineering‑assistant* is an MCP (Model Context Protocol) server that plugs AI assistants into Ghidra, exposing Ghidra’s reverse‑engineering capabilities through a standard API. By acting as a bridge between large‑language‑model agents and real analysis tools, it lets developers automate disassembly, decompilation, and data‑flow queries via a uniform protocol.

**Value**

• **Standardized AI‑tool integration** – The server implements MCP, so any AI agent that understands the protocol can instantly leverage Ghidra without custom adapters.
• **Accelerated reverse‑engineering workflows** – Scripts and prompts can invoke Ghidra functions (e.g., function identification, symbol renaming, decompilation) programmatically, turning repetitive analysis into fast, repeatable calls.
• **Extensible ecosystem** – Because MCP is language‑agnostic, the same server can be reused for other analysis platforms, fostering a plug‑and‑play model‑driven toolchain.

**Practical Adoption Path**

1. **Deploy the server** – Pull the Java artifact, run the provided Docker image or start the JAR on a host with Ghidra installed.
2. **Connect an AI agent** – Configure your LLM‑orchestrator (e.g., LangChain, AutoGPT, or a custom MCP client) to point at the server’s endpoint and authenticate if needed.
3. **Define prompts / tool calls** – Use the MCP schema to request specific Ghidra actions (e.g., decompileFunction, searchBytes).
4. **Iterate and extend** – Add custom MCP extensions for proprietary scripts or integrate with CI pipelines that automatically analyze new binaries.

**Production Readiness**

• **Activity & Adoption** – 726 ★, 63 forks, recent commits (as of 2026‑05‑11), and a growing community indicate healthy maintenance.
• **Maturity** – The project follows a clear API contract (MCP), provides CLI/SDK hooks, and is written in Java, matching Ghidra’s native environment.
• **Risk Considerations** – No glaring licensing or security red flags have been identified, but a final review of the repository’s license compliance and vulnerability scanning is advised before mission‑critical deployment.

Overall, the reverse‑engineering‑assistant is a well‑maintained, production‑ready OSS component that enables rapid, standardized integration of AI agents with Ghidra for automated reverse‑engineering pipelines.

Problem

cyberkaida/reverse-engineering-assistant helps connect AI assistants to real tools and data through a standard protocol.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

MCP server for reverse engineering tasks in Ghidra 👩‍💻

Source