Comparison
mengram vs Memori
Verdict
Pick mengram if mengram provides human-like memory capabilities for AI agents, including semantic, episodic, and procedural memory, enabling learning from experiences and failures. It offers free API access, Python and JS SDKs, and is a; pick Memori if memori is an agent-native memory infrastructure layer that converts agent execution and conversation into a structured, persistent state for use in production.
Markdown twin · mengram alternatives · Memori alternatives
GraphCanon updated Sep 20, 2026
5views this month
vs
Trust & integrity
| Signal | mengram | Memori |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Aug 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 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
- mengram
- Human-like memory for AI agents
- Memori
- Agent-native memory infrastructure for LLM systems
Stars
- mengram
- 196
- Memori
- 16k
Forks
- mengram
- 34
- Memori
- 3.2k
Open issues
- mengram
- 25
- Memori
- 33
Language
- mengram
- Python
- Memori
- Python
Adopt for
- mengram
- mengram provides human-like memory capabilities for AI agents, including semantic, episodic, and procedural memory, enabling learning from experiences and failures. It offers free API access, Python and JS SDKs, and is a
- Memori
- Memori is an agent-native memory infrastructure layer that converts agent execution and conversation into a structured, persistent state for use in production systems. It supports various deployment environments such as云
Persona
- mengram
- -
- Memori
- -
Runtime
- mengram
- -
- Memori
- -
License
- mengram
- Apache-2.0
- Memori
- Other
Last pushed
- mengram
- Sep 16, 2026
- Memori
- Aug 18, 2026
Categories
- mengram
- AI Agents, Data & Retrieval
- Memori
- AI Agents, Data & Retrieval
Trust and health
Days since push
- mengram
- 1d
- Memori
- 0d
Open issues (now)
- mengram
- 25
- Memori
- 33
Stars delta
- mengram
- +12 (30d)
- Memori
- +515 (30d)
Open issues delta
- mengram
- -2 (30d)
- Memori
- +7 (30d)
Owner type
- mengram
- User
- Memori
- Organization
OSV dependency advisories
- mengram
- Published findings
- Memori
- No lockfile (source not queried)
Full report
- mengram
- Trust report
- Memori
- Trust report
Choose mengram if…
- License: mengram is Apache-2.0, Memori is Other.
- Tags unique to mengram: ai-agents, ai-memory, claude-desktop, cognitive-architecture.
- When you need an AI agent that can learn from its experiences and failures, leveraging semantic, episodic, and procedural memory capabilities.
When NOT to use mengram
- If your project does not require the specific memory capabilities of semantic, episodic, and procedural memory, mengram might offer more features than necessary.
- If you are looking for a tool that does not require the setup of an MCP server, mengram might not be the best fit as it involves configuring this server.
- For projects that do not need integration with LangChain, CrewAI, or OpenClaw, the specific integrations provided by mengram may not be beneficial.
- If your AI agent development does not benefit from the use of pgvector, mengram's recent debugging efforts in this area may not be relevant to your needs.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (alibaizhanov/mengram) · observed Sep 20, 2026
- GitHub forks (alibaizhanov/mengram) · observed Sep 20, 2026
- Last push (alibaizhanov/mengram) · observed Sep 16, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (MemoriLabs/Memori) · observed Sep 20, 2026
- GitHub forks (MemoriLabs/Memori) · observed Sep 20, 2026
- Last push (MemoriLabs/Memori) · observed Aug 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: mengram 196 · Memori 16k (synced Sep 20, 2026).
Common questions
- What is the difference between mengram and Memori?
- mengram: Human-like memory for AI agents. Memori: Agent-native memory infrastructure for LLM systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose mengram over Memori?
- Choose mengram over Memori when License: mengram is Apache-2.0, Memori is Other; Tags unique to mengram: ai-agents, ai-memory, claude-desktop, cognitive-architecture; When you need an AI agent that can learn from its experiences and failures, leveraging semantic, episodic, and procedural memory capabilities.
- When should I choose Memori over mengram?
- Choose Memori over mengram when License: Memori is Other, mengram is Apache-2.0; Tags unique to Memori: enterprise, llm, memory-management, python; 您需要一个可以在多种部署环境中工作的内存基础设施，包括云端和本地环境时。.
- When should I avoid mengram?
- If your project does not require the specific memory capabilities of semantic, episodic, and procedural memory, mengram might offer more features than necessary. If you are looking for a tool that does not require the setup of an MCP server, mengram might not be the best fit as it involves configuring this server. For projects that do not need integration with LangChain, CrewAI, or OpenClaw, the specific integrations provided by mengram may not be beneficial. If your AI agent development does not benefit from the use of pgvector, mengram's recent debugging efforts in this area may not be relevant to your needs.
- When should I avoid Memori?
- （TypeScriptPython），MemoriSDK。
- Is mengram or Memori more popular on GitHub?
- Memori has more GitHub stars (16,130 vs 196). Stars measure visibility, not whether either tool fits your constraints.
- Are mengram and Memori open source?
- Yes - both are open-source projects on GitHub (mengram: Apache-2.0, Memori: Other).
- Where can I find alternatives to mengram or Memori?
- GraphCanon lists graph-backed alternatives at mengram alternatives and Memori alternatives (mengram markdown twin, Memori 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, mengram or Memori?
- mengram: Very active. Memori: 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 mengram and Memori?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mengram trust report; Memori trust report.