Comparison
codebase-memory-mcp vs caveman
Verdict
Pick codebase-memory-mcp when codebase-memory-mcp is primarily C; caveman is JavaScript; pick caveman when caveman is primarily JavaScript; codebase-memory-mcp is C.
Markdown twin · codebase-memory-mcp alternatives · caveman alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | codebase-memory-mcp | caveman |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Active (7d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- codebase-memory-mcp
- High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary
- caveman
- Reduce token usage with concise 'caveman'-style prompts.
Stars
- codebase-memory-mcp
- 30k
- caveman
- 88k
Forks
- codebase-memory-mcp
- 2.4k
- caveman
- 5.1k
Open issues
- codebase-memory-mcp
- 223
- caveman
- 392
Language
- codebase-memory-mcp
- C
- caveman
- JavaScript
Adopt for
- codebase-memory-mcp
- -
- caveman
- The **caveman** tool is designed for developers and AI users who aim to optimize their token usage through the generation of more concise prompts, thereby potentially reducing costs and improving efficiency. However, it犺
Persona
- codebase-memory-mcp
- -
- caveman
- -
Runtime
- codebase-memory-mcp
- -
- caveman
- -
License
- codebase-memory-mcp
- MIT
- caveman
- MIT
Last pushed
- codebase-memory-mcp
- Jul 11, 2026
- caveman
- Jul 3, 2026
Categories
- codebase-memory-mcp
- LLM Frameworks, Developer Tools
- caveman
- LLM Frameworks, Developer Tools
Trust and health
Maintenance
- codebase-memory-mcp
- Very active (96%)
- caveman
- Active (82%)
Days since push
- codebase-memory-mcp
- 0d
- caveman
- 7d
Open issues (now)
- codebase-memory-mcp
- 223
- caveman
- 392
Security scan
- codebase-memory-mcp
- No MCP manifest
- caveman
- No lockfile
Full report
- codebase-memory-mcp
- Trust report
- caveman
- Trust report
Choose codebase-memory-mcp if…
- codebase-memory-mcp is primarily C; caveman is JavaScript.
- Tags unique to codebase-memory-mcp: code-intelligence, ast, codex, cypher.
- More recently updated (last pushed Jul 11, 2026).
When NOT to use codebase-memory-mcp
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose caveman if…
- caveman is primarily JavaScript; codebase-memory-mcp is C.
- Tags unique to caveman: caveman, ai, tokens, anthropic.
- When you need to significantly cut down on token usage in AI interactions, up to 65%, without losing essential information content.
When NOT to use caveman
- When requiring complex and detailed prompts that necessitate more nuanced expression beyond simple, 'caveman'-style sentences.
- For situations where adherence to formal or specific linguistic structures is mandatory for the task's success.
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 Jul 11, 2026
- GitHub forks (DeusData/codebase-memory-mcp) · observed Jul 11, 2026
- Last push (DeusData/codebase-memory-mcp) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (JuliusBrussee/caveman) · observed Jul 11, 2026
- GitHub forks (JuliusBrussee/caveman) · observed Jul 11, 2026
- Last push (JuliusBrussee/caveman) · observed Jul 3, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: codebase-memory-mcp 30k · caveman 88k (synced Jul 11, 2026).
Common questions
- What is the difference between codebase-memory-mcp and caveman?
- codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary. caveman: Reduce token usage with concise 'caveman'-style prompts.. See the comparison table for live GitHub stats and shared categories.
- When should I choose codebase-memory-mcp over caveman?
- Choose codebase-memory-mcp over caveman when codebase-memory-mcp is primarily C; caveman is JavaScript; Tags unique to codebase-memory-mcp: code-intelligence, ast, codex, cypher; More recently updated (last pushed Jul 11, 2026).
- When should I choose caveman over codebase-memory-mcp?
- Choose caveman over codebase-memory-mcp when caveman is primarily JavaScript; codebase-memory-mcp is C; Tags unique to caveman: caveman, ai, tokens, anthropic; When you need to significantly cut down on token usage in AI interactions, up to 65%, without losing essential information content.
- When should I avoid codebase-memory-mcp?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid caveman?
- When requiring complex and detailed prompts that necessitate more nuanced expression beyond simple, 'caveman'-style sentences. For situations where adherence to formal or specific linguistic structures is mandatory for the task's success.
- Is codebase-memory-mcp or caveman more popular on GitHub?
- caveman has more GitHub stars (87,950 vs 29,913). Stars measure visibility, not whether either tool fits your constraints.
- Are codebase-memory-mcp and caveman open source?
- Yes - both are open-source projects on GitHub (codebase-memory-mcp: MIT, caveman: MIT).
- Where can I find alternatives to codebase-memory-mcp or caveman?
- GraphCanon lists graph-backed alternatives at codebase-memory-mcp alternatives and caveman alternatives (codebase-memory-mcp markdown twin, caveman 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 caveman?
- codebase-memory-mcp: Very active. caveman: 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 codebase-memory-mcp and caveman?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: codebase-memory-mcp trust report; caveman trust report.