Comparison
codebase-memory-mcp vs quant-mind
Verdict
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; pick quant-mind if quantMind is an intelligent knowledge extraction and retrieval framework for quantitative finance, leveraging advanced techniques to assist in the analysis of financial data.
Markdown twin · codebase-memory-mcp alternatives · quant-mind alternatives
GraphCanon updated Sep 17, 2026
16views this month
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Trust & integrity
| Signal | codebase-memory-mcp | quant-mind |
|---|---|---|
| Maintenance | Very active (1d since push) As of Aug 25, 2026 · github_public_v1 | Steady (32d since push) As of Sep 17, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 25, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 17, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- codebase-memory-mcp
- High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly
- quant-mind
- Intelligent knowledge extraction and retrieval framework for quantitative finance
Stars
- codebase-memory-mcp
- 41k
- quant-mind
- 3.0k
Forks
- codebase-memory-mcp
- 3.3k
- quant-mind
- 481
Open issues
- codebase-memory-mcp
- 510
- quant-mind
- 32
Language
- codebase-memory-mcp
- C
- quant-mind
- Python
Adopt for
- 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.
- quant-mind
- QuantMind is an intelligent knowledge extraction and retrieval framework for quantitative finance, leveraging advanced techniques to assist in the analysis of financial data.
Persona
- codebase-memory-mcp
- -
- quant-mind
- -
Runtime
- codebase-memory-mcp
- -
- quant-mind
- -
License
- codebase-memory-mcp
- MIT
- quant-mind
- MIT
Last pushed
- codebase-memory-mcp
- Aug 24, 2026
- quant-mind
- Aug 15, 2026
Categories
- codebase-memory-mcp
- Data & Retrieval, Developer Tools
- quant-mind
- Data & Retrieval
Trust and health
Maintenance
- codebase-memory-mcp
- Very active (96%)
- quant-mind
- Steady (60%)
Days since push
- codebase-memory-mcp
- 1d
- quant-mind
- 32d
Open issues (now)
- codebase-memory-mcp
- 510
- quant-mind
- 32
Stars delta
- codebase-memory-mcp
- +5.2k (30d)
- quant-mind
- +578 (30d)
Open issues delta
- codebase-memory-mcp
- +162 (30d)
- quant-mind
- +3 (30d)
Owner type
- codebase-memory-mcp
- User
- quant-mind
- Organization
Full report
- codebase-memory-mcp
- Trust report
- quant-mind
- Trust report
Choose codebase-memory-mcp if…
- codebase-memory-mcp is primarily C; quant-mind is Python.
- Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis.
- Also covers Developer Tools.
- 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
Choose quant-mind if…
- quant-mind is primarily Python; codebase-memory-mcp is C.
- Tags unique to quant-mind: data, knowledge, llm, pipeline.
- Use QuantMind when you need specialized tools for quantitative finance that can handle complex knowledge extraction and retrieval processes efficiently.
When NOT to use quant-mind
- Avoid using QuantMind if your project does not involve quantitative finance, as its specific functionalities may offer limited value in non-finance areas.
- Do not use this framework if you do not require advanced knowledge extraction and retrieval mechanisms or prefer simpler tools without integration with the uv package manager.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (DeusData/codebase-memory-mcp) · observed Aug 25, 2026
- GitHub forks (DeusData/codebase-memory-mcp) · observed Aug 25, 2026
- Last push (DeusData/codebase-memory-mcp) · observed Aug 24, 2026
- License file (MIT) · observed Aug 25, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (LLMQuant/quant-mind) · observed Sep 17, 2026
- GitHub forks (LLMQuant/quant-mind) · observed Sep 17, 2026
- Last push (LLMQuant/quant-mind) · observed Aug 15, 2026
- License file (MIT) · observed Sep 17, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: codebase-memory-mcp 41k · quant-mind 3.0k (synced Aug 25, 2026).
Common questions
- What is the difference between codebase-memory-mcp and quant-mind?
- codebase-memory-mcp: High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly. quant-mind: Intelligent knowledge extraction and retrieval framework for quantitative finance. See the comparison table for live GitHub stats and shared categories.
- When should I choose codebase-memory-mcp over quant-mind?
- Choose codebase-memory-mcp over quant-mind when codebase-memory-mcp is primarily C; quant-mind is Python; Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis; Also covers Developer Tools; When needing rapid codebase indexing into a knowledge graph with low latency queries.
- When should I choose quant-mind over codebase-memory-mcp?
- Choose quant-mind over codebase-memory-mcp when quant-mind is primarily Python; codebase-memory-mcp is C; Tags unique to quant-mind: data, knowledge, llm, pipeline; Use QuantMind when you need specialized tools for quantitative finance that can handle complex knowledge extraction and retrieval processes efficiently.
- 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
- When should I avoid quant-mind?
- Avoid using QuantMind if your project does not involve quantitative finance, as its specific functionalities may offer limited value in non-finance areas. Do not use this framework if you do not require advanced knowledge extraction and retrieval mechanisms or prefer simpler tools without integration with the uv package manager.
- Is codebase-memory-mcp or quant-mind more popular on GitHub?
- codebase-memory-mcp has more GitHub stars (40,581 vs 2,964). Stars measure visibility, not whether either tool fits your constraints.
- Are codebase-memory-mcp and quant-mind open source?
- Yes - both are open-source projects on GitHub (codebase-memory-mcp: MIT, quant-mind: MIT).
- Where can I find alternatives to codebase-memory-mcp or quant-mind?
- GraphCanon lists graph-backed alternatives at codebase-memory-mcp alternatives and quant-mind alternatives (codebase-memory-mcp markdown twin, quant-mind 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, codebase-memory-mcp or quant-mind?
- codebase-memory-mcp: Very active. quant-mind: Steady. 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 codebase-memory-mcp and quant-mind?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: codebase-memory-mcp trust report; quant-mind trust report.