Comparison
memory-os vs TencentDB-Agent-Memory
Verdict
Pick memory-os if memory-OS is a memory operating system tailored for Hermes Agent, focusing on local-first, self-hosted persistent storage and seamless integration with any LLM provider using Qdrant as the vector database; pick TencentDB-Agent-Memory if tencentDB-Agent-Memory offers fully local long-term memory capabilities for AI agents with a specialized 4-tier pipeline, ensuring no reliance on external API dependencies.
Markdown twin · memory-os alternatives · TencentDB-Agent-Memory alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | memory-os | TencentDB-Agent-Memory |
|---|---|---|
| Maintenance | Steady (72d since push) As of 4d · github_public_v1 | Active (7d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Organization account As of 3d · 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
- memory-os
- A 7-layer memory operating system for Hermes Agent with persistent memory and context injection
- TencentDB-Agent-Memory
- Fully local long-term memory for AI Agents via 4-tier pipeline
Stars
- memory-os
- 1.3k
- TencentDB-Agent-Memory
- 24k
Forks
- memory-os
- 124
- TencentDB-Agent-Memory
- 2.2k
Open issues
- memory-os
- 9
- TencentDB-Agent-Memory
- 690
Language
- memory-os
- Python
- TencentDB-Agent-Memory
- TypeScript
Adopt for
- memory-os
- Memory-OS is a memory operating system tailored for Hermes Agent, focusing on local-first, self-hosted persistent storage and seamless integration with any LLM provider using Qdrant as the vector database.
- TencentDB-Agent-Memory
- TencentDB-Agent-Memory offers fully local long-term memory capabilities for AI agents with a specialized 4-tier pipeline, ensuring no reliance on external API dependencies.
Persona
- memory-os
- -
- TencentDB-Agent-Memory
- -
Runtime
- memory-os
- -
- TencentDB-Agent-Memory
- -
License
- memory-os
- MIT
- TencentDB-Agent-Memory
- Other
Last pushed
- memory-os
- Jun 10, 2026
- TencentDB-Agent-Memory
- Aug 15, 2026
Categories
- memory-os
- AI Agents, Vector Databases
- TencentDB-Agent-Memory
- AI Agents, Vector Databases
Trust and health
Maintenance
- memory-os
- Steady (60%)
- TencentDB-Agent-Memory
- Active (82%)
Days since push
- memory-os
- 72d
- TencentDB-Agent-Memory
- 7d
Open issues (now)
- memory-os
- 9
- TencentDB-Agent-Memory
- 690
Stars delta
- memory-os
- +41 (30d)
- TencentDB-Agent-Memory
- +15k (30d)
Open issues delta
- memory-os
- +2 (30d)
- TencentDB-Agent-Memory
- +355 (30d)
Owner type
- memory-os
- User
- TencentDB-Agent-Memory
- Organization
Full report
- memory-os
- Trust report
- TencentDB-Agent-Memory
- Trust report
Choose memory-os if…
- memory-os is primarily Python; TencentDB-Agent-Memory is TypeScript.
- License: memory-os is MIT, TencentDB-Agent-Memory is Other.
- Tags unique to memory-os: ai-memory, context-injection, docker, ground-truth.
- - You are working with Hermes Agent and require a sophisticated memory management solution that operates locally.
When NOT to use memory-os
- - If you are looking for a completely cloud-managed service without any local setup or maintenance needs.
- - Your use case does not align with Hermes Agent; Memory-OS is specifically designed to complement this agent's functions and won't provide the same benefits when used independently.
Choose TencentDB-Agent-Memory if…
- TencentDB-Agent-Memory is primarily TypeScript; memory-os is Python.
- License: TencentDB-Agent-Memory is Other, memory-os is MIT.
- Tags unique to TencentDB-Agent-Memory: agent, ai-agent, embedding, llm.
- You are prioritizing data sovereignty and need to ensure all memory functions operate locally without internet connectivity or external service dependence.
When NOT to use TencentDB-Agent-Memory
- If your application involves frequent synchronization of memory content across multiple environments, as this tool is designed for local operations only.
- In scenarios where accessing a large-scale distributed database is necessary because TencentDB-Agent-Memory is built around standalone local capabilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ClaudioDrews/memory-os) · observed Aug 21, 2026
- GitHub forks (ClaudioDrews/memory-os) · observed Aug 21, 2026
- Last push (ClaudioDrews/memory-os) · observed Jun 10, 2026
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (TencentCloud/TencentDB-Agent-Memory) · observed Aug 23, 2026
- GitHub forks (TencentCloud/TencentDB-Agent-Memory) · observed Aug 23, 2026
- Last push (TencentCloud/TencentDB-Agent-Memory) · observed Aug 15, 2026
- License file (Other) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: memory-os 1.3k · TencentDB-Agent-Memory 24k (synced Aug 21, 2026).
Common questions
- What is the difference between memory-os and TencentDB-Agent-Memory?
- memory-os: A 7-layer memory operating system for Hermes Agent with persistent memory and context injection. TencentDB-Agent-Memory: Fully local long-term memory for AI Agents via 4-tier pipeline. See the comparison table for live GitHub stats and shared categories.
- When should I choose memory-os over TencentDB-Agent-Memory?
- Choose memory-os over TencentDB-Agent-Memory when memory-os is primarily Python; TencentDB-Agent-Memory is TypeScript; License: memory-os is MIT, TencentDB-Agent-Memory is Other; Tags unique to memory-os: ai-memory, context-injection, docker, ground-truth; - You are working with Hermes Agent and require a sophisticated memory management solution that operates locally.
- When should I choose TencentDB-Agent-Memory over memory-os?
- Choose TencentDB-Agent-Memory over memory-os when TencentDB-Agent-Memory is primarily TypeScript; memory-os is Python; License: TencentDB-Agent-Memory is Other, memory-os is MIT; Tags unique to TencentDB-Agent-Memory: agent, ai-agent, embedding, llm; You are prioritizing data sovereignty and need to ensure all memory functions operate locally without internet connectivity or external service dependence.
- When should I avoid memory-os?
- - If you are looking for a completely cloud-managed service without any local setup or maintenance needs. - Your use case does not align with Hermes Agent; Memory-OS is specifically designed to complement this agent's functions and won't provide the same benefits when used independently.
- When should I avoid TencentDB-Agent-Memory?
- If your application involves frequent synchronization of memory content across multiple environments, as this tool is designed for local operations only. In scenarios where accessing a large-scale distributed database is necessary because TencentDB-Agent-Memory is built around standalone local capabilities.
- Is memory-os or TencentDB-Agent-Memory more popular on GitHub?
- TencentDB-Agent-Memory has more GitHub stars (23,831 vs 1,332). Stars measure visibility, not whether either tool fits your constraints.
- Are memory-os and TencentDB-Agent-Memory open source?
- Yes - both are open-source projects on GitHub (memory-os: MIT, TencentDB-Agent-Memory: Other).
- Where can I find alternatives to memory-os or TencentDB-Agent-Memory?
- GraphCanon lists graph-backed alternatives at memory-os alternatives and TencentDB-Agent-Memory alternatives (memory-os markdown twin, TencentDB-Agent-Memory 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, memory-os or TencentDB-Agent-Memory?
- memory-os: Steady. TencentDB-Agent-Memory: 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 memory-os and TencentDB-Agent-Memory?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: memory-os trust report; TencentDB-Agent-Memory trust report.