Comparison
statewave vs TencentDB-Agent-Memory
Verdict
Pick statewave if statewave focuses on reproducibility and provenance in memory management for AI agents, using Postgres plus pgvector for self-hosted operations rather than relying on query-time retrieval; 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 · statewave alternatives · TencentDB-Agent-Memory alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | statewave | TencentDB-Agent-Memory |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3w · github_public_v1 | Active (7d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · 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
- statewave
- Open-source memory runtime for AI agents
- TencentDB-Agent-Memory
- Fully local long-term memory for AI Agents via 4-tier pipeline
Stars
- statewave
- 289
- TencentDB-Agent-Memory
- 24k
Forks
- statewave
- 22
- TencentDB-Agent-Memory
- 2.2k
Open issues
- statewave
- 14
- TencentDB-Agent-Memory
- 690
Language
- statewave
- Python
- TencentDB-Agent-Memory
- TypeScript
Adopt for
- statewave
- Statewave focuses on reproducibility and provenance in memory management for AI agents, using Postgres plus pgvector for self-hosted operations rather than relying on query-time retrieval.
- 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
- statewave
- -
- TencentDB-Agent-Memory
- -
Runtime
- statewave
- -
- TencentDB-Agent-Memory
- -
License
- statewave
- Apache-2.0
- TencentDB-Agent-Memory
- Other
Last pushed
- statewave
- Jul 30, 2026
- TencentDB-Agent-Memory
- Aug 15, 2026
Categories
- statewave
- AI Agents, Vector Databases
- TencentDB-Agent-Memory
- AI Agents, Vector Databases
Trust and health
Maintenance
- statewave
- Very active (96%)
- TencentDB-Agent-Memory
- Active (82%)
Days since push
- statewave
- 1d
- TencentDB-Agent-Memory
- 7d
Open issues (now)
- statewave
- 14
- TencentDB-Agent-Memory
- 690
Stars delta
- statewave
- Unknown
- TencentDB-Agent-Memory
- +15k (30d)
Open issues delta
- statewave
- Unknown
- TencentDB-Agent-Memory
- +355 (30d)
Owner type
- statewave
- User
- TencentDB-Agent-Memory
- Organization
Full report
- statewave
- Trust report
- TencentDB-Agent-Memory
- Trust report
Choose statewave if…
- statewave is primarily Python; TencentDB-Agent-Memory is TypeScript.
- License: statewave is Apache-2.0, TencentDB-Agent-Memory is Other.
- Tags unique to statewave: agent-memory, ai-agents, pgvector, postgres.
- statewave ships Docker support for self-hosted deployment.
- Use when needing reproducible and documented context bundles to ensure consistent agent performance over time, as Statewave's design specifically supports provenance tagging for each context bundle.
When NOT to use statewave
- Avoid if your application cannot leverage or benefit from a self-hosted memory runtime setup specifically using Postgres and pgvector.
- Not suitable for cases where query-time document retrieval is preferred over maintaining provenance-tagged, static context bundles.
Choose TencentDB-Agent-Memory if…
- TencentDB-Agent-Memory is primarily TypeScript; statewave is Python.
- License: TencentDB-Agent-Memory is Other, statewave is Apache-2.0.
- Tags unique to TencentDB-Agent-Memory: agent, ai-agent, embedding, local-first.
- 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 (smaramwbc/statewave) · observed Aug 1, 2026
- GitHub forks (smaramwbc/statewave) · observed Aug 1, 2026
- Last push (smaramwbc/statewave) · observed Jul 30, 2026
- License file (Apache-2.0) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 14, 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: statewave 289 · TencentDB-Agent-Memory 24k (synced Aug 1, 2026).
Common questions
- What is the difference between statewave and TencentDB-Agent-Memory?
- statewave: Open-source memory runtime for AI agents. 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 statewave over TencentDB-Agent-Memory?
- Choose statewave over TencentDB-Agent-Memory when statewave is primarily Python; TencentDB-Agent-Memory is TypeScript; License: statewave is Apache-2.0, TencentDB-Agent-Memory is Other; Tags unique to statewave: agent-memory, ai-agents, pgvector, postgres; statewave ships Docker support for self-hosted deployment; Use when needing reproducible and documented context bundles to ensure consistent agent performance over time, as Statewave's design specifically supports provenance tagging for each context bundle.
- When should I choose TencentDB-Agent-Memory over statewave?
- Choose TencentDB-Agent-Memory over statewave when TencentDB-Agent-Memory is primarily TypeScript; statewave is Python; License: TencentDB-Agent-Memory is Other, statewave is Apache-2.0; Tags unique to TencentDB-Agent-Memory: agent, ai-agent, embedding, local-first; 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 statewave?
- Avoid if your application cannot leverage or benefit from a self-hosted memory runtime setup specifically using Postgres and pgvector. Not suitable for cases where query-time document retrieval is preferred over maintaining provenance-tagged, static context bundles.
- 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 statewave or TencentDB-Agent-Memory more popular on GitHub?
- TencentDB-Agent-Memory has more GitHub stars (23,831 vs 289). Stars measure visibility, not whether either tool fits your constraints.
- Are statewave and TencentDB-Agent-Memory open source?
- Yes - both are open-source projects on GitHub (statewave: Apache-2.0, TencentDB-Agent-Memory: Other).
- Where can I find alternatives to statewave or TencentDB-Agent-Memory?
- GraphCanon lists graph-backed alternatives at statewave alternatives and TencentDB-Agent-Memory alternatives (statewave 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, statewave or TencentDB-Agent-Memory?
- statewave: Very active. 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 statewave and TencentDB-Agent-Memory?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: statewave trust report; TencentDB-Agent-Memory trust report.