Comparison
ghidra-mcp vs unsloth
Verdict
Pick ghidra-mcp when ghidra-mcp is primarily Java; unsloth is Python; pick unsloth when unsloth is primarily Python; ghidra-mcp is Java.
Markdown twin · ghidra-mcp alternatives · unsloth alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | ghidra-mcp | unsloth |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- ghidra-mcp
- Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker
- unsloth
- A web UI for training and running open models locally.
Stars
- ghidra-mcp
- 2.8k
- unsloth
- 68k
Forks
- ghidra-mcp
- 58
- unsloth
- 6.1k
Open issues
- ghidra-mcp
- 5
- unsloth
- 1.1k
Language
- ghidra-mcp
- Java
- unsloth
- Python
Adopt for
- ghidra-mcp
- -
- unsloth
- Unsloth Studio provides a comprehensive web UI and code-based toolset, Unsloth Core, for training and deploying open-source language models locally. It supports a wide range of models including Gemma, Qwen3.6, LLaMA, and
Persona
- ghidra-mcp
- -
- unsloth
- -
Runtime
- ghidra-mcp
- -
- unsloth
- -
License
- ghidra-mcp
- Apache-2.0
- unsloth
- Apache-2.0
Last pushed
- ghidra-mcp
- Jul 10, 2026
- unsloth
- Jul 11, 2026
Categories
- ghidra-mcp
- Developer Tools, Inference & Serving
- unsloth
- Model Training, Inference & Serving, Developer Tools
Trust and health
Days since push
- ghidra-mcp
- 1d
- unsloth
- 0d
Open issues (now)
- ghidra-mcp
- 5
- unsloth
- 1.1k
Owner type
- ghidra-mcp
- User
- unsloth
- Organization
Security scan
- ghidra-mcp
- No MCP manifest
- unsloth
- No lockfile
Full report
- ghidra-mcp
- Trust report
- unsloth
- Trust report
Choose ghidra-mcp if…
- ghidra-mcp is primarily Java; unsloth is Python.
- Tags unique to ghidra-mcp: binary-analysis, mcp-server, ai, model-context-protocol.
- Leaner open-issue backlog (5).
When NOT to use ghidra-mcp
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Choose unsloth if…
- unsloth is primarily Python; ghidra-mcp is Java.
- Requirements: Min 8 GB RAM; Ensure Python environment is set up correctly for both Studio and Core..
- Tags unique to unsloth: llama, mistral, gemma, gemma3.
- Also covers Model Training.
- You should use Unsloth if you need both fine-tuning capabilities and reinforcement learning functionalities on local infrastructure.
When NOT to use unsloth
- Avoid using Unsloth if your primary requirement is cloud-based deployment and management; this tool focuses on local machine capabilities.
- Do not use Unsloth Core or Studio if you do not have the necessary infrastructure to support running language models locally, especially if you lack GPU resources.
- If security is a paramount concern and you cannot tolerate any potential risks of exposing local services (even with HTTPS tunnels), a fully managed cloud-based service might be more appropriate than虞
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (bethington/ghidra-mcp) · observed Jul 11, 2026
- GitHub forks (bethington/ghidra-mcp) · observed Jul 11, 2026
- Last push (bethington/ghidra-mcp) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (unslothai/unsloth) · observed Jul 12, 2026
- GitHub forks (unslothai/unsloth) · observed Jul 12, 2026
- Last push (unslothai/unsloth) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 12, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ghidra-mcp 2.8k · unsloth 68k (synced Jul 11, 2026).
Common questions
- What is the difference between ghidra-mcp and unsloth?
- ghidra-mcp: Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker . unsloth: A web UI for training and running open models locally.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ghidra-mcp over unsloth?
- Choose ghidra-mcp over unsloth when ghidra-mcp is primarily Java; unsloth is Python; Tags unique to ghidra-mcp: binary-analysis, mcp-server, ai, model-context-protocol; Leaner open-issue backlog (5).
- When should I choose unsloth over ghidra-mcp?
- Choose unsloth over ghidra-mcp when unsloth is primarily Python; ghidra-mcp is Java; Requirements: Min 8 GB RAM; Ensure Python environment is set up correctly for both Studio and Core.; Tags unique to unsloth: llama, mistral, gemma, gemma3; Also covers Model Training; You should use Unsloth if you need both fine-tuning capabilities and reinforcement learning functionalities on local infrastructure.
- When should I avoid ghidra-mcp?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- When should I avoid unsloth?
- Avoid using Unsloth if your primary requirement is cloud-based deployment and management; this tool focuses on local machine capabilities. Do not use Unsloth Core or Studio if you do not have the necessary infrastructure to support running language models locally, especially if you lack GPU resources. If security is a paramount concern and you cannot tolerate any potential risks of exposing local services (even with HTTPS tunnels), a fully managed cloud-based service might be more appropriate than虞
- Is ghidra-mcp or unsloth more popular on GitHub?
- unsloth has more GitHub stars (68,030 vs 2,770). Stars measure visibility, not whether either tool fits your constraints.
- Are ghidra-mcp and unsloth open source?
- Yes - both are open-source projects on GitHub (ghidra-mcp: Apache-2.0, unsloth: Apache-2.0).
- Where can I find alternatives to ghidra-mcp or unsloth?
- GraphCanon lists graph-backed alternatives at ghidra-mcp alternatives and unsloth alternatives (ghidra-mcp markdown twin, unsloth markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, ghidra-mcp or unsloth?
- ghidra-mcp: Very active. unsloth: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for ghidra-mcp and unsloth?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ghidra-mcp trust report; unsloth trust report.