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Chain of Thought MCP Server

by beverm2391

Chain of Thought MCP 서버

Anthropic의 최근 기사 "생각 도구: 복잡한 도구 사용 상황에서 Claude가 멈추고 생각할 수 있도록 지원"에서는 외부 think 도구를 사용하면 SWE Bench 에서 성능이 눈에 띄게 향상된다는 것을 보여줍니다.

이 MCP 서버는 Groq의 API를 사용하여 Qwen의 qwq 모델 에서 원시 사고 체인 토큰을 노출하는 LLM을 호출합니다.

설치

  1. 이 저장소를 로컬 컴퓨터에 복제합니다.
  2. 종속성을 설치하려면 uv sync 실행하세요.
  3. 여기 에서 Groq API 키를 받으세요.
  4. 다음을 사용하여 mcp 구성을 업데이트하세요.

지엑스피1

경로는 이 저장소의 로컬 경로여야 합니다. 저장소 루트에서 터미널의 pwd 명령어를 실행하면 쉽게 경로를 확인할 수 있습니다.

AI에게 이 MCP 서버를 사용하도록 지시

저는 개인적으로 에이전트가 모든 요청에 대해 이 도구를 호출하여 성능을 높이는 것을 선호합니다. 저는 에이전트 규칙에 다음을 추가합니다.

<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.

Groq의 API를 사용하여 Qwen의 qwq 모델에서 원시 사고 체인 토큰을 노출하는 MCP 서버로, LLM이 응답하기 전에 단계별로 생각할 수 있도록 합니다.

  1. 설치
    1. AI에게 이 MCP 서버를 사용하도록 지시

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