Comparison
ghidra-mcp vs codebase-memory-mcp
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 codebase-memory-mcp if codebase-memory-mcp excels at indexing codebases into a persistent knowledge graph with support for 158 languages, sub-ms query times, and minimal token use, delivered as a single static binary.
Markdown twin · ghidra-mcp alternatives · codebase-memory-mcp alternatives
GraphCanon updated 4w · 32 views this month
vs
Trust & integrity
| Signal | ghidra-mcp | codebase-memory-mcp |
|---|---|---|
| Maintenance | Very active (1d since push) As of 4w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4w · github_public_v1 | Not a fork · Personal account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4w · osv@v1 | No lockfile (source not queried) 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
- codebase-memory-mcp
- High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly
Stars
- ghidra-mcp
- 3.0k
- codebase-memory-mcp
- 35k
Forks
- ghidra-mcp
- 70
- codebase-memory-mcp
- 2.8k
Open issues
- ghidra-mcp
- 10
- codebase-memory-mcp
- 348
Language
- ghidra-mcp
- Python
- codebase-memory-mcp
- C
Adopt for
- ghidra-mcp
- Ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools.
- codebase-memory-mcp
- codebase-memory-mcp excels at indexing codebases into a persistent knowledge graph with support for 158 languages, sub-ms query times, and minimal token use, delivered as a single static binary.
Persona
- ghidra-mcp
- -
- codebase-memory-mcp
- -
Runtime
- ghidra-mcp
- -
- codebase-memory-mcp
- -
License
- ghidra-mcp
- Apache-2.0
- codebase-memory-mcp
- MIT
Last pushed
- ghidra-mcp
- Jul 25, 2026
- codebase-memory-mcp
- Jul 26, 2026
Categories
- ghidra-mcp
- Developer Tools
- codebase-memory-mcp
- Data & Retrieval, Developer Tools
Trust and health
Days since push
- ghidra-mcp
- 1d
- codebase-memory-mcp
- 0d
Open issues (now)
- ghidra-mcp
- 10
- codebase-memory-mcp
- 348
Full report
- ghidra-mcp
- Trust report
- codebase-memory-mcp
- Trust report
Choose ghidra-mcp if…
- ghidra-mcp is primarily Python; codebase-memory-mcp is C.
- License: ghidra-mcp is Apache-2.0, codebase-memory-mcp 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 codebase-memory-mcp if…
- codebase-memory-mcp is primarily C; ghidra-mcp is Python.
- License: codebase-memory-mcp is MIT, ghidra-mcp is Apache-2.0.
- Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis.
- Also covers Data & Retrieval.
- When needing rapid codebase indexing into a knowledge graph with low latency queries
When NOT to use codebase-memory-mcp
- If you demand extensive interactive graphical UI features beyond its command-line interface capabilities
- When your project prioritizes a dynamic runtime environment over static binaries
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 (DeusData/codebase-memory-mcp) · observed Jul 26, 2026
- GitHub forks (DeusData/codebase-memory-mcp) · observed Jul 26, 2026
- Last push (DeusData/codebase-memory-mcp) · observed Jul 26, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ghidra-mcp 3.0k · codebase-memory-mcp 35k (synced Jul 26, 2026).
Common questions
- What is the difference between ghidra-mcp and codebase-memory-mcp?
- ghidra-mcp: Ghidra MCP Server for AI-powered reverse engineering with over 200 tools. codebase-memory-mcp: High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly. See the comparison table for live GitHub stats and shared categories.
- When should I choose ghidra-mcp over codebase-memory-mcp?
- Choose ghidra-mcp over codebase-memory-mcp when ghidra-mcp is primarily Python; codebase-memory-mcp is C; License: ghidra-mcp is Apache-2.0, codebase-memory-mcp 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 codebase-memory-mcp over ghidra-mcp?
- Choose codebase-memory-mcp over ghidra-mcp when codebase-memory-mcp is primarily C; ghidra-mcp is Python; License: codebase-memory-mcp is MIT, ghidra-mcp is Apache-2.0; Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis; Also covers Data & Retrieval; When needing rapid codebase indexing into a knowledge graph with low latency queries.
- 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 codebase-memory-mcp?
- If you demand extensive interactive graphical UI features beyond its command-line interface capabilities When your project prioritizes a dynamic runtime environment over static binaries
- Is ghidra-mcp or codebase-memory-mcp more popular on GitHub?
- codebase-memory-mcp has more GitHub stars (35,386 vs 2,962). Stars measure visibility, not whether either tool fits your constraints.
- Are ghidra-mcp and codebase-memory-mcp open source?
- Yes - both are open-source projects on GitHub (ghidra-mcp: Apache-2.0, codebase-memory-mcp: MIT).
- Where can I find alternatives to ghidra-mcp or codebase-memory-mcp?
- GraphCanon lists graph-backed alternatives at ghidra-mcp alternatives and codebase-memory-mcp alternatives (ghidra-mcp markdown twin, codebase-memory-mcp 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 codebase-memory-mcp?
- ghidra-mcp: Very active. codebase-memory-mcp: 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 codebase-memory-mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ghidra-mcp trust report; codebase-memory-mcp trust report.