思维链MCP服务器
Anthropic最近的文章 “思考”工具：使克劳德能够在复杂的工具使用情况下停下来思考” 表明使用外部 think 该工具显著提高了 SWE工作台.
此MCP服务器使用Groq的API调用LLM，该LLM公开来自Qwen的原始思想链令牌 qwq模型.
安装
- 将此存储库克隆到本地计算机。
- 跑
uv sync安装依赖关系 - 从获取Groq API密钥 这里.
- 使用以下内容更新您的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"
}
}
}路径应该是此存储库的本地路径。你可以通过跑步很容易地做到这一点 pwd 在终端中从存储库的根目录开始。
指示AI使用此MCP服务器
我个人更喜欢代理在每次请求时调用此工具来提高性能。我为代理人添加了以下规则：
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.
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:
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
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
