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Record · miroflowFrameworkOpen sourceVerified Sep 18, 2026

MiroFlow

Top-1 on 5+ benchmarks | Web UI | Supports MiroThinker, Claude, Kimi, OpenAI

Visit MiroFlow →View source

Best for

Building multi-step internet-research agents with hierarchical sub-agent orchestration and broad tool integration.

Avoid if

You want a finished application; it is a framework for building agents rather than a ready-to-use research product.

About MiroFlow

This repo is the official implementation of the MiroMind Research Agent Project. It is a leading-performance, fully open-source system designed to perform multi-step internet research for addressing complex challenges such as future event prediction. The project currently comprises four key components:

MiroFlow is a high-performance, modular framework for building intelligent AI agents that deliver state-of-the-art results on complex reasoning tasks like future event prediction. The framework features advanced multi-turn conversation capabilities, extensive tool ecosystem integration, and hierarchical sub-agent orchestration for optimal task completion. Learn more about our agent framework.

We achieved the #1 ranking on the FutureX Benchmark Leaderboard as of September 10, 2025, boosting GPT-5's prediction accuracy for future events by 11%.

From the project's README

MiroFlow is an open-source project written primarily in Python, with 3.1k stars on GitHub. It was last updated in July 2026.

Install

uv sync
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