MiroMindAI/MiroThinker

• highreadme#1

  Reposition the README's opening to clarify its identity and core function

  Why:

  CURRENT

  **MiroThinker**: A deep research agent optimized for research and prediction. It achieves a 88.2 on the challenging BrowseComp benchmark. See [Quick Start](#-quick-start).

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  **MiroThinker (from MiroMindAI)** is a cutting-edge **deep research and prediction agent**, specifically designed for complex information synthesis and forecasting tasks. **Please note: MiroThinker is an independent AI agent project and is not affiliated with the Miro collaborative whiteboard platform.** Our latest models, MiroThinker-1.7, achieve state-of-the-art performance on benchmarks like BrowseComp (88.2) and BrowseComp-ZH (75.3). See [Quick Start](#-quick-start).

  OpenDoneDismiss
• mediumtopics#2

  Add more specific topics to highlight deep research and prediction capabilities

  Why:

  CURRENT

  agent, agent-framework, browsecomp, deep-research, futurex, gaia, hle, research-agent, search-agent, xbench

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  ai-agent, deep-research-agent, prediction-agent, information-synthesis, autonomous-agent, benchmark-agent, browsecomp, futurex, gaia, hle, xbench

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• lowabout#3

  Add a brief disambiguation to the repository description

  Why:

  CURRENT

  MiroThinker is a deep research agent optimized for complex research and prediction tasks. Our latest models, MiroThinker-1.7, achieves 74.0 and 75.3 on the BrowseComp and BrowseComp Zh, respectively.

  COPY-PASTE FIX

  Copy

  MiroThinker (from MiroMindAI) is a deep research agent optimized for complex research and prediction tasks. **It is an independent AI agent project and not affiliated with the Miro collaborative whiteboard platform.** Our latest models, MiroThinker-1.7, achieves 74.0 and 75.3 on the BrowseComp and BrowseComp Zh, respectively.

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  What are effective AI agents for automating deep research and information synthesis?

  you: not recommended
  AI recommended (in order):

  1. AutoGPT (Significant-Gravitas/AutoGPT)
  2. AgentGPT (AgentGPT/AgentGPT)
  3. SuperAGI (TransformerOptimus/SuperAGI)
  4. LangChain Agents (langchain-ai/langchain)
  5. MemGPT (cpacker/MemGPT)
  6. ChatGPT
  7. Perplexity AI

  AI recommended 7 alternatives but never named MiroMindAI/MiroThinker. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  Seeking an intelligent agent for complex prediction tasks and web browsing benchmarks.

  you: not recommended
  AI recommended (in order):

  1. Playwright
  2. Selenium WebDriver
  3. Puppeteer
  4. AutoGPT
  5. BabyAGI
  6. LangChain
  7. OpenAI API

  AI recommended 7 alternatives but never named MiroMindAI/MiroThinker. This is the gap to close.

  Show full AI answer

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of MiroMindAI/MiroThinker?

  pass
  ⚠AI did not name MiroMindAI/MiroThinker — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts MiroMindAI/MiroThinker in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named MiroMindAI/MiroThinker explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo MiroMindAI/MiroThinker solve, and who is the primary audience?

  pass
  ✓AI named MiroMindAI/MiroThinker explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?