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Gemini Thinking Server

by bartekke8it56w2
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模型上下文协议 - Gemini Thinking Server

这是模型上下文协议 (MCP) 的实现，它与 Google 的 Gemini API 集成，无需代码生成即可提供分析思维能力。

概述

Gemini Thinking Server 是一款专用的 MCP 服务器，它利用 Google 的 Gemini 模型来提供顺序思考和问题解决能力。它能够实现以下功能：

  • 将复杂问题分解成几个步骤

  • 规划和设计留有修改空间

  • 可能需要修正路线的分析

  • 最初可能不清楚全部范围的问题

Related MCP server: gpal

特征

  • 双子座思维：利用双子座的分析能力来产生深思熟虑的回应

  • 元评论：提供对推理过程的见解

  • 置信水平：表明 Gemini 对其分析的信心程度

  • 替代路径：建议解决问题的不同方法

  • 分支思维：允许探索不同的思维路径

  • 修改能力：支持修改以前的想法

  • 会话持久性：保存并恢复分析会话

安装

# Clone the repository
git clone <repository-url>

# Install dependencies
npm install

# Build the project
npm run build

用法

环境设置

在运行服务器之前，您需要设置您的 Gemini API 密钥：

export GEMINI_API_KEY=your_api_key_here

运行服务器

node dist/gemini-index.js

工具参数

geminithinking工具接受以下参数：

  • query （必需）：要分析的问题

  • context （可选）：附加上下文信息

  • approach （可选）：建议解决问题的方法

  • previousThoughts （可选）：上下文中先前想法的数组

  • thought （可选）：您当前的思考步骤（如果为空，将由 Gemini 生成）

  • nextThoughtNeeded （必需）：是否需要另一个思考步骤

  • thoughtNumber （必填）：当前的想法数

  • totalThoughts （必填）：估计需要的想法总数

  • isRevision （可选）：这是否改变了以前的想法

  • revisesThought （可选）：正在重新考虑哪些想法

  • branchFromThought （可选）：分支点思想编号

  • branchId （可选）：分支标识符

  • needsMoreThoughts （可选）：如果需要更多想法

会话管理

该工具还支持会话管理命令：

  • sessionCommand ：管理会话的命令（'save'、'load'、'getState'）

  • sessionPath ：保存或加载会话文件的路径（“保存”和“加载”命令所需）

示例：保存会话

{
  "sessionCommand": "save",
  "sessionPath": "/path/to/save/session.json",
  "query": "dummy",
  "thoughtNumber": 1,
  "totalThoughts": 1,
  "nextThoughtNeeded": false
}

示例：加载会话

{
  "sessionCommand": "load",
  "sessionPath": "/path/to/load/session.json",
  "query": "dummy",
  "thoughtNumber": 1,
  "totalThoughts": 1,
  "nextThoughtNeeded": false
}

示例：获取会话状态

{
  "sessionCommand": "getState",
  "query": "dummy",
  "thoughtNumber": 1,
  "totalThoughts": 1,
  "nextThoughtNeeded": false
}

例子

以下是如何使用该工具的示例：

{
  "query": "How might we design a sustainable urban transportation system?",
  "context": "The city has 500,000 residents and currently relies heavily on personal vehicles.",
  "approach": "Consider environmental, economic, and social factors.",
  "thoughtNumber": 1,
  "totalThoughts": 5,
  "nextThoughtNeeded": true
}

响应格式

服务器响应：

{
  "thought": "The generated thought from Gemini",
  "thoughtNumber": 1,
  "totalThoughts": 5,
  "nextThoughtNeeded": true,
  "branches": [],
  "thoughtHistoryLength": 1,
  "metaComments": "Meta-commentary about the reasoning",
  "confidenceLevel": 0.85,
  "alternativePaths": ["Alternative approach 1", "Alternative approach 2"]
}

示例客户端

提供了几个示例客户端来演示不同的用例：

  • sample-client.js ：基本客户端示例

  • example-usage.js ：具体使用示例

  • codebase-analysis-example.js ：代码库分析示例

  • session-example.js ：演示会话持久性的示例

  • advanced-filtering-example.js ：演示高级语义过滤的示例

运行会话示例：

node dist/session-example.js

运行高级过滤示例：

node dist/advanced-filtering-example.js

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