--- title: "AgentGPT vs TencentDB-Agent-Memory" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/reworkd-agentgpt-vs-tencentcloud-tencentdb-agent-memory" tools: ["reworkd-agentgpt", "tencentcloud-tencentdb-agent-memory"] --- # AgentGPT vs TencentDB-Agent-Memory *GraphCanon updated Aug 23, 2026* ## 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. [AgentGPT](https://agentgpt.reworkd.ai) reports 36k GitHub stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. [TencentDB-Agent-Memory](https://github.com/TencentCloud/TencentDB-Agent-Memory) has 24k stars, 2.2k forks, and 690 open issues, last pushed Aug 15, 2026. Figures are from public GitHub metadata via [AgentGPT's repository](https://github.com/reworkd/AgentGPT) and [TencentDB-Agent-Memory's repository](https://github.com/TencentCloud/TencentDB-Agent-Memory). | | [AgentGPT](/tools/reworkd-agentgpt.md) | [TencentDB-Agent-Memory](/tools/tencentcloud-tencentdb-agent-memory.md) | | --- | --- | --- | | Tagline | Assembler for autonomous AI Agents | Fully local long-term memory for AI Agents via 4-tier pipeline | | Stars | 36,304 | 23,831 | | Forks | 9,288 | 2,204 | | Open issues | 219 | 690 | | Language | TypeScript | TypeScript | | Adopt for | 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 offers fully local long-term memory capabilities for AI agents with a specialized 4-tier pipeline, ensuring no reliance on external API dependencies. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | Other | | Categories | AI Agents, Developer Tools | AI Agents, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AgentGPT](/tools/reworkd-agentgpt.md) | [TencentDB-Agent-Memory](/tools/tencentcloud-tencentdb-agent-memory.md) | | --- | --- | --- | | Maintenance | Archived (8%) | Active (82%) | | Days since push | 466d | 7d | | Archived on GitHub | Yes | No | | Open issues (now) | 219 | 690 | | Stars delta | Unknown | +15k (30d) | | Open issues delta | Unknown | +355 (30d) | | Full report | [trust report](/tools/reworkd-agentgpt/trust.md) | [trust report](/tools/tencentcloud-tencentdb-agent-memory/trust.md) | ## Decision facts: AgentGPT - **Adopt for:** 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 ## Decision facts: TencentDB-Agent-Memory - **Adopt for:** 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. ## Choose when ### 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 ### 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 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 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. ## 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 23,831). 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](/tools/reworkd-agentgpt/alternatives) and [TencentDB-Agent-Memory alternatives](/tools/tencentcloud-tencentdb-agent-memory/alternatives) ([AgentGPT markdown twin](/tools/reworkd-agentgpt/alternatives.md), [TencentDB-Agent-Memory markdown twin](/tools/tencentcloud-tencentdb-agent-memory/alternatives.md)), 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](/compare/reworkd-agentgpt-vs-tencentcloud-tencentdb-agent-memory.md) 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: 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](/tools/reworkd-agentgpt/trust); [TencentDB-Agent-Memory trust report](/tools/tencentcloud-tencentdb-agent-memory/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=reworkd-agentgpt`](/api/graphcanon/graph?tool=reworkd-agentgpt) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_