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MiroThinker
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MiroThinker

Active·★ 8.2k·MIT·Updated 2026-04-25
★ Trending

MiroThinker is an open source deep research agent optimized for research and prediction. It achieves a 80.8% Avg@8 score on the challenging GAIA benchmark.

MiroThinker is an open-source deep research agent optimized for research and prediction, achieving leading performance on challenging benchmarks like GAIA. It advances tool-augmented reasoning through interactive scaling, handling deep and frequent agent-environment interactions.

#Deep Research Agent#LLM Agent#Tool Use#Interactive Scaling#AI Benchmark#Web Browsing
$ Install
$ git clone https://github.com/MiroMindAI/MiroThinker
↗ Visit site★ GitHub
01

Features

01Supports a 256K context window for long-horizon reasoning.
02Handles hundreds of tool calls per task, enabling deep multi-step analysis.
03Available in multiple parameter scales (from 8B to 235B) to suit diverse compute budgets.
04Provides a fully open-source agent framework for complete transparency.
05Integrates a comprehensive benchmark suite for extensive evaluation and performance tracking.
02

Compatibility

Qwen3
Native Support
Verified via docs
Qwen2.5
Native Support
Verified via docs
03

Quick start

1
$ git clone https://github.com/MiroMindAI/MiroThinker
04

Use cases

↳Deep research and information retrieval.
↳Complex prediction tasks, including financial forecasting.
↳Tool-augmented reasoning and multi-step problem solving.
05

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Related searches

MiroThinker AlternativesBest RAG / Knowledge Base Tools 2026Open Source RAG / Knowledge BaseMiroThinker TutorialMiroThinker Vs CompetitorsDeep Research AgentLLM AgentTool Use

Comments

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  • A
    Aspen ZhangMay 22, 2026

    Open-source transparency means you can verify what sources the agent is actually using

  • Spencer Chen
    Spencer ChenMay 7, 2026

    Deep research agent optimized for research workflows outperforms general-purpose agents on literature tasks

  • A
    Avery JacksonMay 1, 2026

    Used for systematic literature reviews, the depth of search coverage is impressive

  • S
    Shawn DavisApr 28, 2026

    The research-focused design makes source tracking and citation management reliable

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 8.2k
Last commit1mo ago
StatusActive
LicenseMIT
CategoryRAG / Knowledge Base
Trend (30d)
+0.3k↑ 4.1%
Links
Documentation↗Discussion↗Issues↗Releases↗

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