husniadil/ultrathink

开发工具

本页由 AI 翻译，技术细节请以原文为准。查看原文

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Repository Install

MCP服务器，用于顺序思考和复杂问题解决。基于自身迭代构建。具备置信度评分、假设跟踪和多会话支持。

概览

Anthropic 的顺序思维 MCP 服务器。在添加、、和的同时保持完全兼容。安装UltraThink插件即可无缝集成——无需MCP服务器设置！：该MCP服务器是通过UltraThink本身迭代构建的——这是该工具拆解复杂问题、管理架构决策以及在开发会话中保持上下文能力的实际例子。 - ：将复杂问题拆解为可管理的步骤 - ：随着理解的深入，修正和完善思想 - ：探索不同的推理路径 - ：明确的不确定性追踪（0.0-1.

概述（AI 翻译）

一个用于顺序思考和问题解决的Python主控服务器

Anthropic 对顺序思维 MCP 服务器的增强版 Python 移植。在添加信心评分、自动分配思维数字和多会话支持的同时，保持完全兼容。

[!提示] 使用 Claude 代码？ 安装 UltraThink 插件即可无缝集成——无需设置 MCP 服务器！

[!注] Meta：这个MCP服务器是通过UltraThink本身迭代构建的——这是工具拆解复杂问题、管理架构决策以及在开发会话中保持上下文能力的实际例子。

特色

UltraThink：将复杂问题拆解为可管理的步骤
动态调整：随着理解的加深，修正和完善思想
分支：探索不同的推理路径
置信度评分：显式不确定性追踪（0.0-1.0 尺度）
自动调整：必要时自动调整总想法
多会话支持：管理多个并发思维会话，带有会话ID

本页由 AI 翻译，技术细节请以原文为准。

README

以下为原文 README 节选，完整内容请查看原文。

UltraThink MCP Server

Enhanced Python port of the Sequential Thinking MCP Server by Anthropic. Maintains full compatibility while adding confidence scoring, auto-assigned thought numbers, and multi-session support.

[!TIP] Using Claude Code? Install the UltraThink Plugin for seamless integration - no MCP server setup required!
# Via terminal
claude plugin marketplace add husniadil/ekstend
claude plugin install ultrathink@ekstend

# Or interactively in Claude Code
/plugin marketplace add husniadil/ekstend
/plugin install ultrathink@ekstend

[!NOTE] Meta: This MCP server was built iteratively using UltraThink itself - a practical example of the tool’s capability to break down complex problems, manage architectural decisions, and maintain context across development sessions.

Features

UltraThink: Break down complex problems into manageable steps
Dynamic Adjustments: Revise and refine thoughts as understanding deepens
Branching: Explore alternative paths of reasoning
Confidence Scoring: Explicit uncertainty tracking (0.0-1.0 scale)
Auto-adjustment: Automatically adjusts total thoughts if needed
Multi-Session Support: Manage multiple concurrent thinking sessions with session IDs
Formatted Logging: Colored terminal output with rich formatting (can be disabled)
100% Test Coverage: Comprehensive test suite with full code coverage
Type Safety: Full mypy strict mode type checking for production code
Simple Layered Architecture: Clean separation with models, services, and interface layers

Installation

Quick Install (Recommended)

Run directly with uvx from GitHub (no installation needed):

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

Development Setup

For local development:

# Clone the repository
git clone https://github.com/husniadil/ultrathink.git
cd ultrathink

# Install all dependencies (including dev dependencies)
uv sync

Usage

Task Commands (npm-like)

# List all available tasks
uv run task --list

# Run the server
uv run task run

# Run tests with coverage
uv run task test

# Run tests without coverage (quick)
uv run task test-quick

在 GitHub 查看完整 README

安装

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

新手？先看 mcpskill.org 教程 →

配置

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