Which is more popular, Mem0 or MinerU?

MinerU has more GitHub stars (80,986 vs 66,464).

Which is more actively developed, Mem0 or MinerU?

MinerU had more commits in the last 90 days (905 vs 234).

Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.

Side-by-side comparison of two AI agent tools

MinerU is growing faster: +3,746 GitHub stars in the last 30 days vs +2,417 for Mem0.
Pick Mem0 for: universal memory layer for AI Agents. Pick MinerU for: transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

From GitHub data refreshed daily.

Mem0open-source

Universal memory layer for AI Agents

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

+High performance with 26% accuracy improvement over OpenAI Memory and 91% faster responses
+Multi-level memory architecture supporting User, Session, and Agent-level context retention
+Developer-friendly with intuitive APIs, cross-platform SDKs, and both self-hosted and managed options

-Relatively new technology (v1.0.0 recently released) which may have evolving API stability
-Additional infrastructure complexity when implementing persistent memory storage
-Potential privacy considerations with long-term user data retention

•Customer support chatbots that remember user history and preferences across sessions
•Personal AI assistants that adapt to individual user behavior and needs over time
•Autonomous AI agents that need to maintain context and learn from ongoing interactions

Which is more popular, Mem0 or MinerU?: MinerU has more GitHub stars (80,986 vs 66,464).
Which is more actively developed, Mem0 or MinerU?: MinerU had more commits in the last 90 days (905 vs 234).
Should I use Mem0 or MinerU?: Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.