添加本地文件、必应搜索、网址读取等第三方MCP

This commit is contained in:
PeterZhong 2025-05-31 23:31:28 +08:00
parent 23c60b9c34
commit b06e1825df
4 changed files with 207 additions and 106 deletions

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@ -5,11 +5,18 @@
## 核心程序
- [x] 提示词调用完整实现:以面向对象形式取代字典形式,加入参数和描述
- [ ] 接入本地文件系统等基础性MCP服务
- [x] 接入本地文件系统等基础性MCP服务
- [ ] Python代码执行的实现
- [ ] 适配qwen3、deepseek等推理模型并迁移
- [x] 适配qwen3、deepseek等推理模型并迁移
- [x] 工具执行错误消息合并为一条
## 提示词工程
- [ ] 将原来的单独XML规则修改为内嵌XML规则
- [ ] 系统提示词明确提示调用动态Prompt和知识库
- [ ] 错误和继续提示词预留工具消息占位符
- [ ] 错误和继续提示词明示
- [ ] 系统提示词泛化增强
- [ ] 针对qwen3适当调整
## 前端交互

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@ -259,7 +259,6 @@ public class Gateway
};
List<Message> messages = new List<Message>();
string toolInfos = await GetToolInfos(new McpServerList());
log.Info(SystemPrompt.SysPrompt(gdbPath, toolInfos));
messages.Add(new Message
{
Role = "system",
@ -311,6 +310,8 @@ public class Gateway
break;
}
try
{
string chunk = llmStreamChat.Choices[0].Delta.Content;
MessageListItem reasonMessageListItem = new ChatMessageItem()
{
@ -390,7 +391,13 @@ public class Gateway
mcpToolRequests.Add(mcpToolRequest);
}
}
catch (Exception e)
{
Console.WriteLine(e);
log.Error(e.Message);
}
}
if (messageContent != "")
{
messages.Add(new Message
@ -401,6 +408,8 @@ public class Gateway
}
/*统一处理本次请求中的MCP工具调用需求*/
foreach (McpToolRequest mcpToolRequest in mcpToolRequests)
{
try
{
McpServer mcpServer = mcpToolRequest.McpServer;
string toolName = mcpToolRequest.ToolName;
@ -409,7 +418,7 @@ public class Gateway
{
SseMcpServer sseMcpServer = mcpServer as SseMcpServer;
SseMcpClient client = new SseMcpClient(sseMcpServer.BaseUrl);
CallToolResponse toolResponse = await client.CallToolAsync(toolName,toolParams);
CallToolResponse toolResponse = await client.CallToolAsync(toolName, toolParams);
MessageListItem toolMessageItem = new ToolMessageItem
{
toolName = toolName,
@ -417,19 +426,22 @@ public class Gateway
type = MessageType.TOOL_MESSAGE,
status = toolResponse.IsError ? "fail" : "success",
content = JsonConvert.SerializeObject(toolResponse),
id = (timestamp+1).ToString()
id = (timestamp + 1).ToString()
};
messages.Add(new Message
{
Role = "user",
Content = toolResponse.IsError ? SystemPrompt.ErrorPrompt(JsonConvert.SerializeObject(toolResponse)) : SystemPrompt.ContinuePrompt(JsonConvert.SerializeObject(toolResponse))
Content = toolResponse.IsError
? SystemPrompt.ErrorPrompt(JsonConvert.SerializeObject(toolResponse))
: SystemPrompt.ContinuePrompt(JsonConvert.SerializeObject(toolResponse))
});
callback?.Invoke(toolMessageItem);
}else if (mcpServer is StdioMcpServer)
}
else if (mcpServer is StdioMcpServer)
{
StdioMcpServer stdioMcpServer = mcpServer as StdioMcpServer;
StdioMcpClient client = new StdioMcpClient(stdioMcpServer.Command, stdioMcpServer.Args);
CallToolResponse toolResponse = await client.CallToolAsync(toolName,toolParams);
CallToolResponse toolResponse = await client.CallToolAsync(toolName, toolParams);
MessageListItem toolMessageItem = new ToolMessageItem
{
toolName = toolName,
@ -437,18 +449,21 @@ public class Gateway
type = MessageType.TOOL_MESSAGE,
status = toolResponse.IsError ? "fail" : "success",
content = JsonConvert.SerializeObject(toolResponse),
id = (timestamp+1).ToString()
id = (timestamp + 1).ToString()
};
messages.Add(new Message
{
Role = "user",
Content = toolResponse.IsError ? SystemPrompt.ErrorPrompt(JsonConvert.SerializeObject(toolResponse)) : SystemPrompt.ContinuePrompt(JsonConvert.SerializeObject(toolResponse))
Content = toolResponse.IsError
? SystemPrompt.ErrorPrompt(JsonConvert.SerializeObject(toolResponse))
: SystemPrompt.ContinuePrompt(JsonConvert.SerializeObject(toolResponse))
});
callback?.Invoke(toolMessageItem);
}else if (mcpServer is InnerMcpServer)
}
else if (mcpServer is InnerMcpServer)
{
Type type = Type.GetType("LinkToolAddin.client.tool."+(mcpServer as InnerMcpServer).Name);
MethodInfo method = type.GetMethod(toolName,BindingFlags.Public | BindingFlags.Static);
Type type = Type.GetType("LinkToolAddin.client.tool." + (mcpServer as InnerMcpServer).Name);
MethodInfo method = type.GetMethod(toolName, BindingFlags.Public | BindingFlags.Static);
var methodParams = toolParams.Values.ToArray();
object[] args = new object[methodParams.Length];
for (int i = 0; i < methodParams.Length; i++)
@ -464,6 +479,7 @@ public class Gateway
args[i] = methodParams[i];
}
}
var task = method.Invoke(null, args) as Task<JsonRpcResultEntity>;
JsonRpcResultEntity innerResult = await task;
if (innerResult is JsonRpcErrorEntity)
@ -475,7 +491,7 @@ public class Gateway
type = MessageType.TOOL_MESSAGE,
status = "fail",
content = JsonConvert.SerializeObject(innerResult),
id = (timestamp+1).ToString()
id = (timestamp + 1).ToString()
};
messages.Add(new Message
{
@ -483,7 +499,8 @@ public class Gateway
Content = SystemPrompt.ErrorPrompt(JsonConvert.SerializeObject(toolMessageItem))
});
callback?.Invoke(toolMessageItem);
}else if (innerResult is JsonRpcSuccessEntity)
}
else if (innerResult is JsonRpcSuccessEntity)
{
MessageListItem toolMessageItem = new ToolMessageItem
{
@ -492,7 +509,7 @@ public class Gateway
type = MessageType.TOOL_MESSAGE,
status = "success",
content = JsonConvert.SerializeObject(innerResult),
id = (timestamp+1).ToString()
id = (timestamp + 1).ToString()
};
messages.Add(new Message
{
@ -503,8 +520,17 @@ public class Gateway
}
}
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
log.Error(ex.Message);
}
}
/*统一处理本次请求中的Prompt调用需求*/
foreach (PromptRequest promptRequest in promptRequests)
{
try
{
string promptContent = DynamicPrompt.GetPrompt(promptRequest.PromptName, promptRequest.PromptArgs);
messages.Add(new Message
@ -523,6 +549,12 @@ public class Gateway
};
callback?.Invoke(toolMessageItem);
}
catch (Exception e)
{
Console.WriteLine(e);
log.Error(e.Message);
}
}
}
}
@ -531,6 +563,7 @@ public class Gateway
StringBuilder toolInfos = new StringBuilder();
foreach (McpServer mcpServer in mcpServerList.GetAllServers())
{
log.Info($"正在列出{mcpServer.Name}中的工具");
if (mcpServer is InnerMcpServer)
{
InnerMcpServer innerMcpServer = (InnerMcpServer)mcpServer;

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@ -35,6 +35,53 @@ public class McpServerList
Description = "可以调用进行查询知识库,获取相关参考信息。",
IsActive = true
});
servers.Add("filesystem", new StdioMcpServer()
{
Name = "filesystem",
Type = "stdio",
Command = "npx",
Args = new List<string>()
{
"-y",
"@modelcontextprotocol/server-filesystem",
"D:\\01_Project\\20250305_LinkTool\\20250420_AiDemoProject\\TestData"
}
});
servers.Add("fetch", new StdioMcpServer()
{
Name = "fetch",
Type = "stdio",
Command = "uvx",
Args = new List<string>()
{
"mcp-server-fetch"
}
});
servers.Add("bing-search", new StdioMcpServer()
{
Name = "bing-search",
Type = "stdio",
Command = "npx",
Args = new List<string>()
{
"bing-cn-mcp"
}
});
// servers.Add("mcp-python-interpreter", new StdioMcpServer()
// {
// Name = "mcp-python-interpreter",
// Type = "stdio",
// Command = "uvx",
// Args = new List<string>()
// {
// "--native-tls",
// "mcp-python-interpreter",
// "--dir",
// "D:\\01_Project\\20250305_LinkTool\\20250420_AiDemoProject\\TestData",
// "--python-path",
// "C:\\Program Files\\ArcGIS\\Pro\\bin\\Python\\envs\\custom\\python.exe"
// }
// });
}
public McpServer GetServer(string name)

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@ -199,8 +199,15 @@ namespace LinkToolAddin.ui.dockpane
{
string userPrompt = PromptTestTextBox.Text;
// model可选值qwen3-235b-a22b,qwen-max,deepseek-r1
try
{
Gateway.SendMessageStream(userPrompt,"qwen3-235b-a22b", "D:\\01_Project\\20250305_LinkTool\\20250420_AiDemoProject\\20250420_AiDemoProject.gdb", AddReplyStream);
}
catch (Exception exception)
{
log.Error(exception.Message);
}
}
public void AddReplyStream(MessageListItem msg)
{
@ -215,6 +222,8 @@ namespace LinkToolAddin.ui.dockpane
messageDict.Add(msg.id, msg);
}
ReplyTextBox.Clear();
try
{
StringBuilder builder = new StringBuilder();
foreach (KeyValuePair<string,MessageListItem> pair in messageDict)
{
@ -229,6 +238,11 @@ namespace LinkToolAddin.ui.dockpane
ReplyTextBox.Text = builder.ToString();
ReplyTextBox.ScrollToEnd();
}
}catch (Exception exception)
{
log.Error(exception.Message);
}
}
public void AddReply(MessageListItem msg)