clear outdated file
parent
63ce18566e
commit
9c562cb066
|
@ -1,223 +0,0 @@
|
||||||
# MCP Framework Implementation Summary
|
|
||||||
|
|
||||||
## Overview
|
|
||||||
|
|
||||||
This implementation provides a complete C++ framework for the Model Context Protocol (MCP), designed for easy extension to agent workflows. The framework follows a modular architecture with clear separation of concerns, making it straightforward to customize and extend.
|
|
||||||
|
|
||||||
## Directory Structure
|
|
||||||
|
|
||||||
```
|
|
||||||
/cpp-mcp/
|
|
||||||
├── include/ - Header files directory
|
|
||||||
│ ├── mcp_client.h - Client interface definition
|
|
||||||
│ ├── mcp_message.h - Core protocol definition
|
|
||||||
│ ├── mcp_resource.h - Resource definition
|
|
||||||
│ ├── mcp_server.h - Server interface definition
|
|
||||||
│ └── mcp_tool.h - Tool system definition
|
|
||||||
├── src/ - Source code directory
|
|
||||||
│ ├── mcp_client.cpp - Client implementation
|
|
||||||
│ ├── mcp_message.cpp - Protocol message implementation
|
|
||||||
│ ├── mcp_resource.cpp - Resource system implementation
|
|
||||||
│ ├── mcp_server.cpp - Server implementation
|
|
||||||
│ ├── mcp_tool.cpp - Tool system implementation
|
|
||||||
│ └── CMakeLists.txt - Source code build configuration
|
|
||||||
├── examples/ - Example code
|
|
||||||
│ ├── client_example.cpp - Client example
|
|
||||||
│ └── server_example.cpp - Server example
|
|
||||||
├── CMakeLists.txt - Main build configuration
|
|
||||||
├── LICENSE - License file
|
|
||||||
└── README.md - Project documentation
|
|
||||||
```
|
|
||||||
|
|
||||||
## Key Components
|
|
||||||
|
|
||||||
### 1. Core Protocol (mcp_message.h/cpp)
|
|
||||||
|
|
||||||
Defines the fundamental message structures of the MCP protocol:
|
|
||||||
|
|
||||||
- `request` and `response` structures
|
|
||||||
- Error handling with `error_code` and `mcp_exception`
|
|
||||||
- Resource interface (`resource` base class)
|
|
||||||
|
|
||||||
### 2. Server (mcp_server.h/cpp)
|
|
||||||
|
|
||||||
Provides an HTTP server that exposes MCP resources and tools:
|
|
||||||
|
|
||||||
- Register resources at specific paths
|
|
||||||
- Register tools with handlers
|
|
||||||
- Process incoming HTTP requests
|
|
||||||
- Route requests to appropriate resources
|
|
||||||
|
|
||||||
### 3. Client (mcp_client.h/cpp)
|
|
||||||
|
|
||||||
Implements a client for connecting to MCP servers:
|
|
||||||
|
|
||||||
- Connect to servers
|
|
||||||
- Discover available resources and tools
|
|
||||||
- Make requests to resources
|
|
||||||
- Call tools with parameters
|
|
||||||
|
|
||||||
### 4. Resource System (mcp_resource.h)
|
|
||||||
|
|
||||||
Defines various resource types:
|
|
||||||
|
|
||||||
- `file_resource`: Access to the file system
|
|
||||||
- `directory_resource`: Directory operations
|
|
||||||
- `api_resource`: Custom API endpoints
|
|
||||||
- `image_resource`: Image handling
|
|
||||||
|
|
||||||
### 5. Tool System (mcp_tool.h/cpp)
|
|
||||||
|
|
||||||
Provides tool-related functionality:
|
|
||||||
|
|
||||||
- `tool_registry`: Central registry for tools
|
|
||||||
- `tool_builder`: Fluent API for tool creation
|
|
||||||
|
|
||||||
|
|
||||||
## Usage Examples
|
|
||||||
|
|
||||||
### 1. Creating a Server
|
|
||||||
|
|
||||||
```cpp
|
|
||||||
// Create and configure the server
|
|
||||||
mcp::server server("localhost", 8080);
|
|
||||||
server.set_name("Example Server");
|
|
||||||
|
|
||||||
// Register a tool
|
|
||||||
mcp::tool time_tool = mcp::tool_builder("get_time")
|
|
||||||
.with_description("Get the current time")
|
|
||||||
.build();
|
|
||||||
|
|
||||||
server.register_tool(time_tool, get_time_handler);
|
|
||||||
|
|
||||||
// Register a resource
|
|
||||||
auto file_resource = std::make_shared<mcp::file_resource>("./files");
|
|
||||||
server.register_resource("/files", file_resource);
|
|
||||||
|
|
||||||
// Start the server
|
|
||||||
server.start(true);
|
|
||||||
```
|
|
||||||
|
|
||||||
### 2. Connecting with a Client
|
|
||||||
|
|
||||||
```cpp
|
|
||||||
// Create a client
|
|
||||||
mcp::client client("localhost", 8080);
|
|
||||||
|
|
||||||
// Call a tool
|
|
||||||
mcp::json result = client.call_tool("get_time");
|
|
||||||
|
|
||||||
// Make a request to a resource
|
|
||||||
mcp::response res = client.get("/files/example.txt");
|
|
||||||
```
|
|
||||||
|
|
||||||
### 3. Creating and Using Workflows
|
|
||||||
|
|
||||||
```cpp
|
|
||||||
// Create a workflow
|
|
||||||
mcp::workflow workflow("data_processing", "Process data");
|
|
||||||
|
|
||||||
// Add steps
|
|
||||||
workflow.add_tool_call("get_data", {{"source", "database"}});
|
|
||||||
workflow.add_tool_call("process_data", {{"filter", "recent"}});
|
|
||||||
|
|
||||||
// Execute the workflow
|
|
||||||
mcp::json result = workflow.execute();
|
|
||||||
```
|
|
||||||
|
|
||||||
### 4. Implementing Custom Agents
|
|
||||||
|
|
||||||
```cpp
|
|
||||||
// Create a custom agent
|
|
||||||
class custom_agent : public mcp::agent {
|
|
||||||
public:
|
|
||||||
explicit custom_agent(const std::string& name) : mcp::agent(name) {}
|
|
||||||
|
|
||||||
void initialize(const mcp::json& config) override {
|
|
||||||
// Initialize from config
|
|
||||||
}
|
|
||||||
|
|
||||||
mcp::json process(const mcp::json& input) override {
|
|
||||||
// Process the input
|
|
||||||
mcp::json output = call_tool("some_tool", input);
|
|
||||||
return output;
|
|
||||||
}
|
|
||||||
};
|
|
||||||
```
|
|
||||||
|
|
||||||
## Agent Workflow Extension
|
|
||||||
|
|
||||||
The framework is specifically designed to support agent workflows with:
|
|
||||||
|
|
||||||
1. **Tool Registry**: Centralized tool management
|
|
||||||
2. **Resource APIs**: RESTful interfaces for workflow and agent management
|
|
||||||
|
|
||||||
|
|
||||||
## Extending the Framework
|
|
||||||
|
|
||||||
### Adding New Tools
|
|
||||||
|
|
||||||
```cpp
|
|
||||||
// Define a new tool
|
|
||||||
mcp::tool my_tool = mcp::tool_builder("my_tool")
|
|
||||||
.with_description("My custom tool")
|
|
||||||
.with_string_param("input", "Input string")
|
|
||||||
.build();
|
|
||||||
|
|
||||||
// Implement the tool handler
|
|
||||||
mcp::json my_tool_handler(const mcp::json& params) {
|
|
||||||
std::string input = params["input"];
|
|
||||||
// Process the input
|
|
||||||
return {{"output", "Processed: " + input}};
|
|
||||||
}
|
|
||||||
|
|
||||||
// Register with the server
|
|
||||||
server.register_tool(my_tool, my_tool_handler);
|
|
||||||
```
|
|
||||||
|
|
||||||
### Creating New Resource Types
|
|
||||||
|
|
||||||
```cpp
|
|
||||||
class custom_resource : public mcp::resource {
|
|
||||||
public:
|
|
||||||
resource_type type() const override {
|
|
||||||
return resource_type::custom;
|
|
||||||
}
|
|
||||||
|
|
||||||
json metadata() const override {
|
|
||||||
return {{"name", "Custom Resource"}};
|
|
||||||
}
|
|
||||||
|
|
||||||
response handle_request(const request& req) override {
|
|
||||||
// Handle the request
|
|
||||||
response res;
|
|
||||||
res.set_json_body({{"status", "success"}});
|
|
||||||
return res;
|
|
||||||
}
|
|
||||||
};
|
|
||||||
```
|
|
||||||
|
|
||||||
### Implementing New Agent Types
|
|
||||||
|
|
||||||
```cpp
|
|
||||||
class my_agent : public mcp::agent {
|
|
||||||
public:
|
|
||||||
explicit my_agent(const std::string& name) : mcp::agent(name) {}
|
|
||||||
|
|
||||||
void initialize(const mcp::json& config) override {
|
|
||||||
// Initialize from config
|
|
||||||
}
|
|
||||||
|
|
||||||
mcp::json process(const mcp::json& input) override {
|
|
||||||
// Custom processing logic
|
|
||||||
return result;
|
|
||||||
}
|
|
||||||
};
|
|
||||||
```
|
|
||||||
|
|
||||||
## Conclusion
|
|
||||||
|
|
||||||
This MCP Protocol framework provides a robust foundation for building agent-based systems. It offers:
|
|
||||||
|
|
||||||
- **Standardized Communication**: Common protocol for all components
|
|
||||||
- **Extensible Design**: Easy to add new tools, resources, and agents
|
|
Loading…
Reference in New Issue