Comparison
ghidra-mcp vs frai
Verdict
Pick ghidra-mcp if ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools; pick frai if frai is an open-source toolkit that uses CLI and SDK to scan code for responsible AI development purposes, generating model cards, risk assessments, and evaluations.
Markdown twin · ghidra-mcp alternatives · frai alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | ghidra-mcp | frai |
|---|---|---|
| Maintenance | Very active (1d since push) As of 4w · github_public_v1 | Very active (3d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4w · github_public_v1 | Not a fork · Personal account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4w · osv@v1 | No published findings from this source as of 2026-07-15 As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- ghidra-mcp
- Ghidra MCP Server for AI-powered reverse engineering with over 200 tools
- frai
- A toolkit for responsible AI development that generates model cards, risk assessments, and evals via CLI and SDK.
Stars
- ghidra-mcp
- 3.0k
- frai
- 53
Forks
- ghidra-mcp
- 70
- frai
- 4
Open issues
- ghidra-mcp
- 10
- frai
- 0
Language
- ghidra-mcp
- Python
- frai
- JavaScript
Adopt for
- ghidra-mcp
- Ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools.
- frai
- frai is an open-source toolkit that uses CLI and SDK to scan code for responsible AI development purposes, generating model cards, risk assessments, and evaluations.
Persona
- ghidra-mcp
- -
- frai
- -
Runtime
- ghidra-mcp
- -
- frai
- -
License
- ghidra-mcp
- Apache-2.0
- frai
- MIT
Last pushed
- ghidra-mcp
- Jul 25, 2026
- frai
- Aug 5, 2026
Categories
- ghidra-mcp
- Developer Tools
- frai
- Developer Tools, Evaluation & Observability
Trust and health
Days since push
- ghidra-mcp
- 1d
- frai
- 3d
Open issues (now)
- ghidra-mcp
- 10
- frai
- 0
OSV dependency advisories
- ghidra-mcp
- No lockfile (source not queried)
- frai
- No published findings from this source as of 2026-07-15
Full report
- ghidra-mcp
- Trust report
- frai
- Trust report
Choose ghidra-mcp if…
- ghidra-mcp is primarily Python; frai is JavaScript.
- License: ghidra-mcp is Apache-2.0, frai is MIT.
- Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension.
- When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools
When NOT to use ghidra-mcp
- When working in environments where less than 200 reverse engineering tools would suffice
- If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers
Choose frai if…
- frai is primarily JavaScript; ghidra-mcp is Python.
- License: frai is MIT, ghidra-mcp is Apache-2.0.
- Tags unique to frai: ai-compliance, audit, bias, evaluation.
- Also covers Evaluation & Observability.
- Use when you need to comply with specific safety standards in AI projects using JavaScript framework.
When NOT to use frai
- Avoid if your development environment strictly requires non-JavaScript languages for tool integration.
- Not advisable if automated governance and scanning tools are not aligned with organizational compliance policies.
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 26, 2026
- GitHub forks (bethington/ghidra-mcp) · observed Jul 26, 2026
- Last push (bethington/ghidra-mcp) · observed Jul 25, 2026
- License file (Apache-2.0) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 26, 2026
- GitHub stars (sebuzdugan/frai) · observed Aug 9, 2026
- GitHub forks (sebuzdugan/frai) · observed Aug 9, 2026
- Last push (sebuzdugan/frai) · observed Aug 5, 2026
- License file (MIT) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ghidra-mcp 3.0k · frai 53 (synced Jul 26, 2026).
Common questions
- What is the difference between ghidra-mcp and frai?
- ghidra-mcp: Ghidra MCP Server for AI-powered reverse engineering with over 200 tools. frai: A toolkit for responsible AI development that generates model cards, risk assessments, and evals via CLI and SDK.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ghidra-mcp over frai?
- Choose ghidra-mcp over frai when ghidra-mcp is primarily Python; frai is JavaScript; License: ghidra-mcp is Apache-2.0, frai is MIT; Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension; When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools.
- When should I choose frai over ghidra-mcp?
- Choose frai over ghidra-mcp when frai is primarily JavaScript; ghidra-mcp is Python; License: frai is MIT, ghidra-mcp is Apache-2.0; Tags unique to frai: ai-compliance, audit, bias, evaluation; Also covers Evaluation & Observability; Use when you need to comply with specific safety standards in AI projects using JavaScript framework.
- When should I avoid ghidra-mcp?
- When working in environments where less than 200 reverse engineering tools would suffice If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers
- When should I avoid frai?
- Avoid if your development environment strictly requires non-JavaScript languages for tool integration. Not advisable if automated governance and scanning tools are not aligned with organizational compliance policies.
- Is ghidra-mcp or frai more popular on GitHub?
- ghidra-mcp has more GitHub stars (2,962 vs 53). Stars measure visibility, not whether either tool fits your constraints.
- Are ghidra-mcp and frai open source?
- Yes - both are open-source projects on GitHub (ghidra-mcp: Apache-2.0, frai: MIT).
- Where can I find alternatives to ghidra-mcp or frai?
- GraphCanon lists graph-backed alternatives at ghidra-mcp alternatives and frai alternatives (ghidra-mcp markdown twin, frai 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 frai?
- ghidra-mcp: Very active. frai: 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 frai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ghidra-mcp trust report; frai trust report.