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Chain of Thought MCP Server

by beverm2391

思路链 MCP 服务器

Anthropic 最近发表的文章“思考工具:让 Claude 在复杂的工具使用情况下停下来思考”表明,使用外部think工具可以显著提高SWE Bench的性能。

该 MCP 服务器使用 Groq 的 API 来调用 LLM,从而公开来自 Qwen 的qwq 模型的原始思路链标记。

安装

  1. 将此存储库克隆到您的本地机器。
  2. 运行uv sync来安装依赖项
  3. 这里获取 Groq API 密钥。
  4. 使用以下命令更新您的 mcp 配置:
"mcpServers": { "chain_of_thought": { "command": "uv", "args": [ "--directory", "path/to/cot-mcp-server", "run", "src/server.py" ], "env": { "GROQ_API_KEY": "your-groq-api-key" } } }

该路径应为该仓库的本地路径。您可以通过在仓库根目录下的终端中运行pwd轻松获取该路径。

指示 AI 使用此 MCP 服务器

我个人更喜欢代理在每次请求时都调用此工具来提高性能。我将以下内容添加到代理规则中:

<IMPORTANT> <when_to_use_tool> You should call the mcp chain_of_thought tool every time you talk to the user, which generates a chain-of-thought stream which you will use to complete the user's request. </when_to_use_tool> Before taking any action or responding to the user use the chain of thought tool as a scratchpad to: - List the specific rules that apply to the current request - Check if all required information is collected - Verify that the planned action complies with all policies - Iterate over tool results for correctness Here are some examples of what to iterate over inside the think tool: <cot_tool_example_1> User wants to cancel flight ABC123 - Need to verify: user ID, reservation ID, reason - Check cancellation rules: * Is it within 24h of booking? * If not, check ticket class and insurance - Verify no segments flown or are in the past - Plan: collect missing info, verify rules, get confirmation </cot_tool_example_1> <cot_tool_example_2> User wants to book 3 tickets to NYC with 2 checked bags each - Need user ID to check: * Membership tier for baggage allowance * Which payments methods exist in profile - Baggage calculation: * Economy class × 3 passengers * If regular member: 1 free bag each → 3 extra bags = $150 * If silver member: 2 free bags each → 0 extra bags = $0 * If gold member: 3 free bags each → 0 extra bags = $0 - Payment rules to verify: * Max 1 travel certificate, 1 credit card, 3 gift cards * All payment methods must be in profile * Travel certificate remainder goes to waste - Plan: 1. Get user ID 2. Verify membership level for bag fees 3. Check which payment methods in profile and if their combination is allowed 4. Calculate total: ticket price + any bag fees 5. Get explicit confirmation for booking </cot_tool_example_2> </IMPORTANT>
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security - not tested
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license - not found
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quality - not tested

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

MCP 服务器使用 Groq 的 API 来公开来自 Qwen 的 qwq 模型的原始思路链标记,使 LLM 能够在响应之前逐步思考。

  1. 安装
    1. 指示 AI 使用此 MCP 服务器

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