QuinneClaw
Your AI Research Assistant
An autonomous AI Agent tailor-made for academic research. Deep literature search, paper parsing, report generation, data visualization — start with one sentence, fully autonomous.
Core Capabilities
6 core AI capabilities covering the complete research workflow from literature search to report writing.
Deep Literature Search
Parallel retrieval from multiple sources (arXiv/PubMed/Google Scholar/Semantic Scholar/Wanfang) with automatic filtering, sorting, and deduplication.
Paper Parsing
Intelligent PDF parsing + structured information extraction + full-text translation for rapid paper comprehension.
Report Generation
Automatically generate literature reviews and research reports, supporting Markdown and Word output.
Data Visualization
Chart generation (Graphviz, Matplotlib, Mermaid) presenting data in the most intuitive way.
Autonomous Research
Multi-step reasoning chains that automatically decompose complex research tasks with autonomous planning and execution.
Tool Capabilities
File I/O, code execution, browser access, persistent workspace — capabilities far beyond traditional AI assistants.
How It Differs from Traditional AI Assistants
From single-turn Q&A to autonomous Agent — Quinne Claw is the next evolution of research AI.
| Dimension | Emma AI Assistant | Quinne Claw |
|---|---|---|
| Interaction Mode | Single-turn Q&A | Autonomous Agent, multi-step reasoning + tool calling |
| Tool Capabilities | None | File I/O, code execution, browser |
| Runtime Environment | Shared process | Isolated K8s Pod sandbox |
| State Persistence | None | NAS user directory, persisted across sessions |
Academic Scenarios
Deeply adapted for academic research scenarios — the core differentiator of Quinne Claw versus general-purpose AI Agents.
Literature Review
Enter a research topic, and Claw automatically retrieves 50+ related papers, analyzes research trends, and generates a structured literature review.
Competitor Comparison
Comprehensive advantages in the academic vertical.
| Feature | Self-Hosted OpenClaw | Kimi Claw | MiniMax MaxClaw | Quinne Claw |
|---|---|---|---|---|
| Academic Search | Requires integration | General search | General search | 5+ academic databases |
| Paper Download | Multi-source auto download | |||
| Citation Management | 10,000+ citation formats | |||
| Deployment | Self-managed setup | In-browser | One-click deploy | One-click launch |
| Storage | Self-managed | 40GB | 50GB | 200GB (Max) |
| Monthly Price | Your own API costs | ¥199 | ¥119 | ¥249 (incl. 5,000 Credits) |
Membership Plans
Quinne Claw is included in Max and Ultra memberships, unlocking all premium platform features.
Max
Top choice for heavy researchers
- 5,000 Credits/month
- 200GB storage
- Claw 800 calls/7 days
- Group collaboration
- All AI features
Ultra
Top-tier research configuration
- 20,000 Credits/month
- 1TB storage
- Claw 2,000 calls/7 days
- Group collaboration
- All AI features
- Priority support
FAQ
Quinne Claw is an autonomous AI Agent built on the OpenClaw framework, designed for academic research. It can autonomously perform multi-step reasoning, call tools, execute code, and read/write files — like a tireless research assistant that handles the complete workflow from literature search to report writing.
Start Your AI Research Journey
Quinne Claw is transforming academic research — experience the next-gen AI research assistant now.