Comparison
AgentGPT vs TencentDB-Agent-Memory
Verdict
Pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects; 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.
Markdown twin · AgentGPT alternatives · TencentDB-Agent-Memory alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | AgentGPT | TencentDB-Agent-Memory |
|---|---|---|
| Maintenance | Archived (466d since push) As of 2w · github_public_v1 | Very active (1d since push) As of 1mo · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1mo · 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
- AgentGPT
- Assembler for autonomous AI Agents
- TencentDB-Agent-Memory
- Fully local long-term memory for AI Agents via 4-tier pipeline
Stars
- AgentGPT
- 36k
- TencentDB-Agent-Memory
- 9.2k
Forks
- AgentGPT
- 9.3k
- TencentDB-Agent-Memory
- 871
Open issues
- AgentGPT
- 219
- TencentDB-Agent-Memory
- 335
Language
- AgentGPT
- TypeScript
- TencentDB-Agent-Memory
- TypeScript
Adopt for
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
- 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
- AgentGPT
- -
- TencentDB-Agent-Memory
- -
Runtime
- AgentGPT
- -
- TencentDB-Agent-Memory
- -
License
- AgentGPT
- GPL-3.0
- TencentDB-Agent-Memory
- Other
Last pushed
- AgentGPT
- Apr 29, 2025
- TencentDB-Agent-Memory
- Jul 22, 2026
Categories
- AgentGPT
- AI Agents, Developer Tools
- TencentDB-Agent-Memory
- AI Agents, Vector Databases
Trust and health
Maintenance
- AgentGPT
- Archived (8%)
- TencentDB-Agent-Memory
- Very active (96%)
Days since push
- AgentGPT
- 466d
- TencentDB-Agent-Memory
- 1d
Archived on GitHub
- AgentGPT
- Yes
- TencentDB-Agent-Memory
- No
Open issues (now)
- AgentGPT
- 219
- TencentDB-Agent-Memory
- 335
Full report
- AgentGPT
- Trust report
- TencentDB-Agent-Memory
- Trust report
Choose AgentGPT if…
- License: AgentGPT is GPL-3.0, TencentDB-Agent-Memory is Other.
- Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration.
- Also covers Developer Tools.
- AgentGPT ships Docker support for self-hosted deployment.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Choose TencentDB-Agent-Memory if…
- License: TencentDB-Agent-Memory is Other, AgentGPT is GPL-3.0.
- Tags unique to TencentDB-Agent-Memory: ai-agent, embedding, llm, local-first.
- Also covers Vector Databases.
- 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 (reworkd/AgentGPT) · observed Aug 8, 2026
- GitHub forks (reworkd/AgentGPT) · observed Aug 8, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (TencentCloud/TencentDB-Agent-Memory) · observed Jul 23, 2026
- GitHub forks (TencentCloud/TencentDB-Agent-Memory) · observed Jul 23, 2026
- Last push (TencentCloud/TencentDB-Agent-Memory) · observed Jul 22, 2026
- License file (Other) · observed Jul 23, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AgentGPT 36k · TencentDB-Agent-Memory 9.2k (synced Aug 8, 2026).
Common questions
- What is the difference between AgentGPT and TencentDB-Agent-Memory?
- AgentGPT: Assembler for autonomous 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 AgentGPT over TencentDB-Agent-Memory?
- Choose AgentGPT over TencentDB-Agent-Memory when License: AgentGPT is GPL-3.0, TencentDB-Agent-Memory is Other; Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration; Also covers Developer Tools; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I choose TencentDB-Agent-Memory over AgentGPT?
- Choose TencentDB-Agent-Memory over AgentGPT when License: TencentDB-Agent-Memory is Other, AgentGPT is GPL-3.0; Tags unique to TencentDB-Agent-Memory: ai-agent, embedding, llm, local-first; Also covers Vector Databases; 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 AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- 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 AgentGPT or TencentDB-Agent-Memory more popular on GitHub?
- AgentGPT has more GitHub stars (36,304 vs 9,234). Stars measure visibility, not whether either tool fits your constraints.
- Are AgentGPT and TencentDB-Agent-Memory open source?
- Yes - both are open-source projects on GitHub (AgentGPT: GPL-3.0, TencentDB-Agent-Memory: Other).
- Where can I find alternatives to AgentGPT or TencentDB-Agent-Memory?
- GraphCanon lists graph-backed alternatives at AgentGPT alternatives and TencentDB-Agent-Memory alternatives (AgentGPT 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, AgentGPT or TencentDB-Agent-Memory?
- AgentGPT: Archived. TencentDB-Agent-Memory: 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 AgentGPT and TencentDB-Agent-Memory?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AgentGPT trust report; TencentDB-Agent-Memory trust report.