Optimize MCP servers file structure and update README

python/mcp/README.md

@@ -0,0 +1,87 @@
+# MCP Component Server
+
+The MCP Component Server is a FastMCP server based implementation that converts AppBuilder Components into FastMCP tools, enabling seamless integration of Baidu cloud AI services into MCP-compatible environments.
+
+## Overview
+
+The `MCPComponentServer` class provides a bridge between AppBuilder Components and FastMCP tools, allowing you to:
+- Convert AppBuilder Components into MCP-compatible tools
+- Handle various content types (text, images, audio, references)
+- Manage visibility scopes for different audiences
+- Support streaming responses through generators
+
+## Features
+
+- Automatic conversion of AppBuilder Components to MCP tools
+- Support for multiple content types:
+  - Text content
+  - Image content
+  - Audio content
+  - Reference content
+- Configurable host and port settings
+- Built-in error handling and logging
+- Support for custom tool registration
+- Automatic MIME type detection for media content
+
+## Usage
+
+### Basic Setup
+
+```python
+from appbuilder import GeneralOCR, TextGeneration
+from mcp.server import MCPComponentServer
+
+# Create server instance
+server = MCPComponentServer("AI Service", host="localhost", port=8000)
+
+# Add AppBuilder components
+ocr = GeneralOCR()
+server.add_component(ocr)
+
+text_gen = TextGeneration()
+server.add_component(text_gen)
+
+# Run the server
+server.run()
+```
+
+### Adding Custom Tools
+
+```python
+@server.tool()
+def custom_function(param1: str, param2: int) -> str:
+    """Custom tool description"""
+    return f"Processed: {param1} {param2}"
+```
+
+### Adding Resources
+
+```python
+@server.resource()
+def get_resource():
+    """Resource description"""
+    return {"data": "resource content"}
+```
+
+## Content Type Handling
+
+The server automatically handles various content types:
+
+1. **Text Content**: Converts text outputs to MCP TextContent
+2. **Image Content**: Handles both base64 and URL-based images
+3. **Audio Content**: Processes audio files with automatic MIME type detection
+4. **Reference Content**: Manages document references and citations
+
+
+## Configuration
+
+The server can be configured with various parameters:
+
+```python
+server = MCPComponentServer(
+    name="Service Name",
+    host="localhost",  # Default: "localhost"
+    port=8000,        # Default: 8000
+    **kwargs          # Additional FastMCP arguments
+)
+```

python/mcp/ai_search/README.md

@@ -0,0 +1,26 @@
+# Baidu AI Search
+
+Baidu AI Search component combines Baidu's search capabilities with large language model technology to provide intelligent responses with real-time web information references, supporting various industry application scenarios. It offers rich standardized capabilities such as:
+
+- Custom persona settings
+- Model selection 
+- Query rewriting (including time-sensitive and multi-turn approaches to enhance search results)
+- Search scope configuration (choice of modalities, site ranges and publication dates)
+- Customizable number of reference links
+
+## Quick Start
+
+1. Get your AppBuilder API Key from the console
+2. Format your authorization token as: `Bearer+<AppBuilder API Key>` (keep the "+" in between)
+3. Config with
+
+  {
+    "mcpServers": {
+      "baidu_ai_search": {
+        "url": "http://appbuilder.baidu.com/v2/ai_search/mcp/sse?api_key=Bearer+bce-v3/ALTAK..."
+      }
+    }
+  }
+
+
+For more details, please refer to: https://cloud.baidu.com/doc/AppBuilder/s/zm8pn5cju

python/mcp/ai_search/__init__.py

@@ -0,0 +1,5 @@
+
+from .ai_search_server import search
+
+__all__ = ["search"]
+

python/modelcontextprotocol/ai_search_server.py → python/mcp/ai_search/ai_search_server.py

@@ -1,10 +1,10 @@
 """
-Baidu AI Search MCP Server stdio server file.
+Baidu AI Search MCP Server.
 We also support access via SSE protocol. The access address is:
 http://appbuilder.baidu.com/v2/ai_search/mcp/sse?api_key=<your api_key>
 You can refer to this webpage https://cloud.baidu.com/doc/AppBuilder/s/klv2eywua to obtain the api_key, in the format of "Bearer+bce…".
 """
-import os
+
 import json
 from mcp.server import FastMCP
 from appbuilder.core.components.rag_with_baidu_search_pro import RagWithBaiduSearchPro
@@ -22,7 +22,7 @@
 
 
 @server.tool()
-def AIsearch(
+def search(
     query,
     stream=False,
     instruction=None,
@@ -50,10 +50,10 @@ def AIsearch(
         AppBuilderServerException: 如果输入信息或指令过长，将抛出此异常。
     """
     message = SimpleNamespace(role="user", content="{}".format(query))
-    search_instance = RagWithBaiduSearchPro(
+    component = RagWithBaiduSearchPro(
         model=init_args["model"]
     )
-    response = search_instance.run(
+    response = component.run(
         message=message,
         stream=stream,
         instruction=instruction,