Comparison
auto-evaluator vs claude-mem
Verdict
Pick auto-evaluator when auto-evaluator is primarily TypeScript; claude-mem is JavaScript; pick claude-mem when claude-mem is primarily JavaScript; auto-evaluator is TypeScript.
Markdown twin · auto-evaluator alternatives · claude-mem alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | auto-evaluator | claude-mem |
|---|---|---|
| Maintenance | Archived (380d since push) As of today · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- auto-evaluator
- auto-evaluator
- claude-mem
- Persistent Context Across Sessions for Every Agent
Stars
- auto-evaluator
- 782
- claude-mem
- 87k
Forks
- auto-evaluator
- 103
- claude-mem
- 7.5k
Open issues
- auto-evaluator
- 21
- claude-mem
- 252
Language
- auto-evaluator
- TypeScript
- claude-mem
- JavaScript
Adopt for
- auto-evaluator
- -
- claude-mem
- claude-mem provides persistent context across sessions, leveraging AI to capture and compress agent activity.
Persona
- auto-evaluator
- -
- claude-mem
- -
Runtime
- auto-evaluator
- -
- claude-mem
- -
License
- auto-evaluator
- Other
- claude-mem
- Claude-Mem is distributed under the Apache License 2.0, allowing it to be freely used in a variety of development and production environments while maintaining clear licensing terms.
Last pushed
- auto-evaluator
- Jun 26, 2025
- claude-mem
- Jul 9, 2026
Categories
- auto-evaluator
- Inference & Serving
- claude-mem
- AI Agents, Inference & Serving
Trust and health
Maintenance
- auto-evaluator
- Archived (8%)
- claude-mem
- Very active (96%)
Days since push
- auto-evaluator
- 380d
- claude-mem
- 1d
Archived on GitHub
- auto-evaluator
- Yes
- claude-mem
- No
Open issues (now)
- auto-evaluator
- 21
- claude-mem
- 252
Owner type
- auto-evaluator
- Organization
- claude-mem
- User
Full report
- auto-evaluator
- Trust report
- claude-mem
- Trust report
Choose auto-evaluator if…
- auto-evaluator is primarily TypeScript; claude-mem is JavaScript.
- License: auto-evaluator is Other, claude-mem is Apache-2.0.
- Tags unique to auto-evaluator: typescript.
When NOT to use auto-evaluator
- auto-evaluator is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Choose claude-mem if…
- claude-mem is primarily JavaScript; auto-evaluator is TypeScript.
- License: claude-mem is Apache-2.0, auto-evaluator is Other.
- Requirements: Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported..
- Tags unique to claude-mem: chromadb, ai-memory, claude, long-term-memory.
- Also covers AI Agents.
- When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents.
When NOT to use claude-mem
- When working in environments where Node.js v20.0.0 or higher cannot be installed, as claude-mem requires this version to operate.
- If your specific AI agent or tool does not integrate with the supported frameworks listed (e.g., Claude Code, OpenClaw), making context persistence ineffective for your workflow.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langchain-ai/auto-evaluator) · observed Jul 11, 2026
- GitHub forks (langchain-ai/auto-evaluator) · observed Jul 11, 2026
- Last push (langchain-ai/auto-evaluator) · observed Jun 26, 2025
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (thedotmack/claude-mem) · observed Jul 11, 2026
- GitHub forks (thedotmack/claude-mem) · observed Jul 11, 2026
- Last push (thedotmack/claude-mem) · observed Jul 9, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: auto-evaluator 782 · claude-mem 87k (synced Jul 11, 2026).
Common questions
- What is the difference between auto-evaluator and claude-mem?
- auto-evaluator: auto-evaluator. claude-mem: Persistent Context Across Sessions for Every Agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose auto-evaluator over claude-mem?
- Choose auto-evaluator over claude-mem when auto-evaluator is primarily TypeScript; claude-mem is JavaScript; License: auto-evaluator is Other, claude-mem is Apache-2.0; Tags unique to auto-evaluator: typescript.
- When should I choose claude-mem over auto-evaluator?
- Choose claude-mem over auto-evaluator when claude-mem is primarily JavaScript; auto-evaluator is TypeScript; License: claude-mem is Apache-2.0, auto-evaluator is Other; Requirements: Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported.; Tags unique to claude-mem: chromadb, ai-memory, claude, long-term-memory; Also covers AI Agents; When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents.
- When should I avoid auto-evaluator?
- auto-evaluator is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- When should I avoid claude-mem?
- When working in environments where Node.js v20.0.0 or higher cannot be installed, as claude-mem requires this version to operate. If your specific AI agent or tool does not integrate with the supported frameworks listed (e.g., Claude Code, OpenClaw), making context persistence ineffective for your workflow.
- Is auto-evaluator or claude-mem more popular on GitHub?
- claude-mem has more GitHub stars (86,816 vs 782). Stars measure visibility, not whether either tool fits your constraints.
- Are auto-evaluator and claude-mem open source?
- Yes - both are open-source projects on GitHub (auto-evaluator: Other, claude-mem: Apache-2.0).
- Where can I find alternatives to auto-evaluator or claude-mem?
- GraphCanon lists graph-backed alternatives at auto-evaluator alternatives and claude-mem alternatives (auto-evaluator markdown twin, claude-mem 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, auto-evaluator or claude-mem?
- auto-evaluator: Archived. claude-mem: 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 auto-evaluator and claude-mem?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: auto-evaluator trust report; claude-mem trust report.