Skip to content

[错误]: MCP不识别部分 tool_call 模型 #3627

New issue
New issue
Closed
#3642
Closed
[错误]: MCP不识别部分 tool_call 模型#3627
#3642
Labels
kind/bugCategorizes issue or PR as related to a bugsig/MCPCategorizes an issue or PR as relevant to SIG MCP
@yshumy

Description

@yshumy
yshumy
opened on Mar 19, 2025 · edited by yshumy

提交前检查

  • 我理解 Issue 是用于反馈和解决问题的，而非吐槽评论区，将尽可能提供更多信息帮助问题解决。
    我已经查看了置顶 Issue 并搜索了现有的 开放Issue和已关闭Issue，没有找到类似的问题。
    我填写了简短且清晰明确的标题，以便开发者在翻阅 Issue 列表时能快速确定大致问题。而不是“一个建议”、“卡住了”等。

平台

macOS

版本

v1.1.8

错误描述

MCP不识别这个 tool_call 模型。

输入栏没有出现MCP按钮。

Image

重现步骤

加载本地模型：qwen2.5-0.5b-instruct-mlx（This model has been trained for tool use）

预期行为

MCP不识别这个 tool_call 模型。输入栏没有出现MCP按钮。（This model has been trained for tool use）

相关日志输出


    
      
      
    
  


附加信息


No response
Activity
yshumy
added 
kind/bugCategorizes issue or PR as related to a bug
 on Mar 19, 2025
DeJeune
DeJeune commented on Mar 19, 2025 
@DeJeune
DeJeune
on Mar 19, 2025
Collaborator
自己手动给它打标签
yshumy
yshumy commented on Mar 19, 2025 
@yshumy
yshumy
on Mar 19, 2025 · edited by yshumy
Author


自己手动给它打标签




现在是能识别了，但是不能用sqlite服务器功能。说了句开始搜索，就没有下文了，直接结束，不返回要求的内容。
DeJeune
DeJeune commented on Mar 19, 2025 
@DeJeune
DeJeune
on Mar 19, 2025
Collaborator




自己手动给它打标签




现在是能识别了，但是不能用sqlite服务器功能。说了句开始搜索，就没有下文了，直接结束，不返回要求的内容。




具体报错是什么？0.5b大概率不能干这个，起码得7b
yshumy
yshumy commented on Mar 19, 2025 
@yshumy
yshumy
on Mar 19, 2025
Author






自己手动给它打标签




现在是能识别了，但是不能用sqlite服务器功能。说了句开始搜索，就没有下文了，直接结束，不返回要求的内容。




具体报错是什么？0.5b大概率不能干这个，起码得7b




14b的也没成功sqlite.
DeJeune
DeJeune commented on Mar 19, 2025 
@DeJeune
DeJeune
on Mar 19, 2025
Collaborator








自己手动给它打标签




现在是能识别了，但是不能用sqlite服务器功能。说了句开始搜索，就没有下文了，直接结束，不返回要求的内容。




具体报错是什么？0.5b大概率不能干这个，起码得7b




14b的也没成功sqlite.




ctrl shift i 看下控制台和网络请求
mzx2689
mzx2689 commented on Mar 19, 2025 
@mzx2689
mzx2689
on Mar 19, 2025
Contributor
我试了一下，这个似乎是 LM Studio 的问题，没有正确处理工具调用。


截一部分 Response：


data: {"id":"chatcmpl-m18o33dw2hd4flg9jwgkr3","object":"chat.completion.chunk","created":1742406178,"model":"qwen2.5-7b-1m-mlx","system_fingerprint":"qwen2.5-7b-1m-mlx","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"type":"function","function":{"name":"","arguments":"}"}}]},"logprobs":null,"finish_reason":null}]}

data: {"id":"chatcmpl-m18o33dw2hd4flg9jwgkr3","object":"chat.completion.chunk","created":1742406178,"model":"qwen2.5-7b-1m-mlx","system_fingerprint":"qwen2.5-7b-1m-mlx","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}]}

data: [DONE]


    
      
      
    
  


给的 finish_reason 是 stop，就没有调用工具，直接结束了。

Image

正常应该是 tool_calls：


data: {"choices":[{"delta":{"tool_calls":[{"function":{"arguments":"}"},"index":0,"id":"","type":"function"}]},"index":0}],"object":"chat.completion.chunk","usage":null,"created":1742406564,"system_fingerprint":null,"model":"qwen-max-latest","id":"chatcmpl-fdbba430-0370-9543-959d-c206bcd09e00"}

data: {"choices":[{"finish_reason":"tool_calls","delta":{},"index":0,"logprobs":null}],"object":"chat.completion.chunk","usage":null,"created":1742406564,"system_fingerprint":null,"model":"qwen-max-latest","id":"chatcmpl-fdbba430-0370-9543-959d-c206bcd09e00"}

data: [DONE]


    
      
      
    
  
mzx2689
mzx2689 commented on Mar 19, 2025 
@mzx2689
mzx2689
on Mar 19, 2025
Contributor
#3546
vaayne
added 
sig/MCPCategorizes an issue or PR as relevant to SIG MCP
 on Mar 20, 2025
vaayne
vaayne commented on Mar 20, 2025 
@vaayne
vaayne
on Mar 20, 2025
Collaborator
我感觉可以 fix 一下这个，主要还是这些模型不大规范，推荐使用 GPT/Claude/Gemini/Qwen 系列模型
vaayne
mentioned this on Mar 20, 2025
vaayne
vaayne commented on Mar 20, 2025 
@vaayne
vaayne
on Mar 20, 2025
Collaborator
Image
DeJeune
closed this as completedin #3642on Mar 20, 2025
FHBOL
FHBOL commented on Mar 20, 2025 
@FHBOL
FHBOL
on Mar 20, 2025
Image

好像识别不了意图
vaayne
vaayne commented on Mar 20, 2025 
@vaayne
vaayne
on Mar 20, 2025 · edited by vaayne
Collaborator
换更好的模型 @FHBOL
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Metadata
Metadata
Assignees
No one assigned
    Labels
    kind/bugCategorizes issue or PR as related to a bugsig/MCPCategorizes an issue or PR as relevant to SIG MCP
    Type
    No type
    Projects
    No projects
    Milestone
    No milestone
    Relationships
    None yet
      Development
      Participants
      @vaayne@mzx2689@DeJeune@yshumy@FHBOL
      Issue actions
        
        



  



  
        

        

    
        
  
        

  
        

          



    



  

    

    

    





    
        
    
        [错误]: MCP不识别部分 tool_call 模型 · Issue #3627 · CherryHQ/cherry-studio