ultrathink

概述

UltraThink 是 Anthropic 顺序思维 MCP 服务器的增强 Python 端口，添加了置信度评分、自动分配的思维编号和多会话支持等功能。它将复杂问题分解为可管理的步骤，支持动态调整、分支能力和格式化日志记录。该服务器与原始版本完全兼容，同时提供额外功能以改进问题解决工作流程。

试试问 AI

装完之后，这里有 6 个你可以让 AI 做的事：

• ultrathinkthought: str, total_thoughts: int, thought_number?: int, next_thought_needed?: bool, session_id?: str, is_revision?: bool, revises_thought?: int, branch_from_thought?: int, branch_id?: str, needs_more_thoughts?: bool, confidence?: float, un

  Dynamic problem-solving through structured thinking with confidence scoring and assumption tracking

  试试:Let me analyze this problem step by step with total of 3 thoughts试试:I'm 60% confident that this approach will work, let me document my reasoning试试:Branch from thought 1 to explore an alternative solution path

可对比工具

安装

uvx --from git+https://github.com/husniadil/ultrathink ultrathink

git clone https://github.com/husniadil/ultrathink.git
cd ultrathink
uv sync

{
  "mcpServers": {
    "UltraThink": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/husniadil/ultrathink",
        "ultrathink"
      ]
    }
  }
}

FAQ

UltraThink 是否支持持久化会话？

不支持，会话仅存储在内存中，服务器重启或终止时会丢失。如需持久化会话，需要实现自定义会话持久化。

UltraThink 如何处理置信度跟踪？

UltraThink 支持 0.0-1.0 置信度评分和可选的不确定性注释。用户可以为每个思维步骤指定置信度级别，并跟踪带有置信度值的假设。

ultrathink 对比