Understand the project
Practical overview
When it fits
Use Mirothinker when a question needs extended research, repeated tool interactions and synthesis across multiple steps rather than a short, single-turn answer.
Who it is for
- Developers building research agents in Python
- Research teams evaluating long-horizon web-search workflows
- Users exploring self-hosted or server-based agent deployments
- Researchers studying complex research and prediction benchmarks
Documented uses
- Investigate complex questions through multi-step research
- Coordinate extended web-search and reasoning workflows
- Evaluate research-agent performance on benchmark tasks
- Adapt an agent foundation for domain-specific investigations
Before you choose
Requirements & limits
The repository is public, active and Apache-2.0 licensed.
- The project is Python-based and available under the Apache-2.0 license.
- MiroThinker-1.7 is presented in 30B and 235B parameter scales, which implies materially different infrastructure considerations.
- The repository describes a 256K context window and up to 300 tool interactions per task for the 1.7 family.
- The repository links model collections, a dataset and quick-start materials for further implementation work.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Evidence and transparency
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 3 October 2026
- Original website title
- MiroMindAI/MiroThinker · Official homepage title · retained in its source language