Which is more popular, Cognee or TencentDB-Agent-Memory?

Cognee has more GitHub stars (31,244 vs 27,588).

Which is more actively developed, Cognee or TencentDB-Agent-Memory?

Cognee had more commits in the last 90 days (2,437 vs 53).

Should I use Cognee or TencentDB-Agent-Memory?

Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.

Cognee vs TencentDB-Agent-Memory

Side-by-side comparison of two AI agent tools

Cogneeopen-source

Knowledge Engine for AI Agent Memory in 6 lines of code

TencentDB-Agent-Memoryopen-source

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LL

Metrics

	Cognee	TencentDB-Agent-Memory
Stars	31.2k	27.6k
Star velocity /mo	2.7k	2.3k
Commits (90d)	2.4k	53
Releases (6m)	10	10
Overall score	0.8963668573684491	0.7655006828150775

Pros

+极简 API 设计，仅需 6 行代码即可集成知识引擎功能
+专注于 AI Agent 内存管理，提供个性化和动态的知识存储能力
+活跃的开源社区支持，拥有插件生态系统和多语言文档

Cons

-作为相对较新的工具，可能在企业级应用中缺乏充分的生产验证
-专门针对 AI Agent 场景设计，对于通用知识管理需求可能过于专业化

Use Cases

•构建具有长期记忆能力的聊天机器人和虚拟助手
•开发能够学习用户偏好和历史交互的个性化 AI Agent
•实现多会话间的知识共享和上下文保持的企业 AI 应用

View Cognee Details View TencentDB-Agent-Memory Details

FAQ

Which is more popular, Cognee or TencentDB-Agent-Memory?: Cognee has more GitHub stars (31,244 vs 27,588).
Which is more actively developed, Cognee or TencentDB-Agent-Memory?: Cognee had more commits in the last 90 days (2,437 vs 53).
Should I use Cognee or TencentDB-Agent-Memory?: Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.