Comparison
automem vs memsearch
Verdict
Pick automem if autoMem leverages both graph and vector database technologies to provide AI assistants with durable relational memory; pick memsearch if memsearch is a hybrid memory management solution for AI agents with Markdown and Milvus backing, ideal for rich semantic search and long-term data storage.
Markdown twin · automem alternatives · memsearch alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | automem | memsearch |
|---|---|---|
| Maintenance | Very active (3d since push) As of 4w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · 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
- automem
- Graph-vector memory service for durable, relational AI assistant memory
- memsearch
- A persistent, unified memory layer for all your AI agents backed by Markdown and Milvus.
Stars
- automem
- 793
- memsearch
- 2.3k
Forks
- automem
- 99
- memsearch
- 205
Open issues
- automem
- 11
- memsearch
- 231
Language
- automem
- Python
- memsearch
- Python
Adopt for
- automem
- AutoMem leverages both graph and vector database technologies to provide AI assistants with durable relational memory.
- memsearch
- memsearch is a hybrid memory management solution for AI agents with Markdown and Milvus backing, ideal for rich semantic search and long-term data storage.
Persona
- automem
- -
- memsearch
- -
Runtime
- automem
- -
- memsearch
- -
License
- automem
- AutoMem is licensed under the MIT License, which means it is free to use, modify, and distribute as long as license terms are met.
- memsearch
- MIT
Last pushed
- automem
- Jul 18, 2026
- memsearch
- Jul 22, 2026
Categories
- automem
- AI Agents, Vector Databases
- memsearch
- AI Agents, Data & Retrieval, Vector Databases
Trust and health
Days since push
- automem
- 3d
- memsearch
- 0d
Open issues (now)
- automem
- 11
- memsearch
- 231
Full report
- automem
- Trust report
- memsearch
- Trust report
Choose automem if…
- Pricing: Free for open-source use, with no explicit commercial licensing information provided..
- Tags unique to automem: ai-memory, anthropic, falkordb, graph-database.
- automem ships Docker support for self-hosted deployment.
- Use AutoMem when you need an AI assistant capable of maintaining rich, relational memories over time.
When NOT to use automem
- Avoid using AutoMem if your application does not benefit from persistent memory or relational context, as it might add unnecessary overhead.
- If you require a simpler key-value storage system for less complex or non-relational data, AutoMem's graph and vector capabilities may be overkill.
Choose memsearch if…
- Tags unique to memsearch: agent-memory, long-term-memory, milvus, semantic-search.
- Also covers Data & Retrieval.
- When you need robust integration with AI agents like Claude Code or Codex
When NOT to use memsearch
- If your application doesn't require integration with specific AI agents like Claude Code
- In cases where only simple text data storage without semantic search is needed
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (verygoodplugins/automem) · observed Jul 22, 2026
- GitHub forks (verygoodplugins/automem) · observed Jul 22, 2026
- Last push (verygoodplugins/automem) · observed Jul 18, 2026
- License file (MIT) · observed Jul 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zilliztech/memsearch) · observed Jul 22, 2026
- GitHub forks (zilliztech/memsearch) · observed Jul 22, 2026
- Last push (zilliztech/memsearch) · observed Jul 22, 2026
- License file (MIT) · observed Jul 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: automem 793 · memsearch 2.3k (synced Jul 22, 2026).
Common questions
- What is the difference between automem and memsearch?
- automem: Graph-vector memory service for durable, relational AI assistant memory. memsearch: A persistent, unified memory layer for all your AI agents backed by Markdown and Milvus.. See the comparison table for live GitHub stats and shared categories.
- When should I choose automem over memsearch?
- Choose automem over memsearch when Pricing: Free for open-source use, with no explicit commercial licensing information provided.; Tags unique to automem: ai-memory, anthropic, falkordb, graph-database; automem ships Docker support for self-hosted deployment; Use AutoMem when you need an AI assistant capable of maintaining rich, relational memories over time.
- When should I choose memsearch over automem?
- Choose memsearch over automem when Tags unique to memsearch: agent-memory, long-term-memory, milvus, semantic-search; Also covers Data & Retrieval; When you need robust integration with AI agents like Claude Code or Codex.
- When should I avoid automem?
- Avoid using AutoMem if your application does not benefit from persistent memory or relational context, as it might add unnecessary overhead. If you require a simpler key-value storage system for less complex or non-relational data, AutoMem's graph and vector capabilities may be overkill.
- When should I avoid memsearch?
- If your application doesn't require integration with specific AI agents like Claude Code In cases where only simple text data storage without semantic search is needed
- Is automem or memsearch more popular on GitHub?
- memsearch has more GitHub stars (2,336 vs 793). Stars measure visibility, not whether either tool fits your constraints.
- Are automem and memsearch open source?
- Yes - both are open-source projects on GitHub (automem: MIT, memsearch: MIT).
- Where can I find alternatives to automem or memsearch?
- GraphCanon lists graph-backed alternatives at automem alternatives and memsearch alternatives (automem markdown twin, memsearch 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, automem or memsearch?
- automem: Very active. memsearch: 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 automem and memsearch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: automem trust report; memsearch trust report.