Provides advanced code generation, completion, and optimization with language-specific support, tool chaining, context awareness, and cost-efficient caching using the DeepSeek API for Model Context Protocol (MCP) clients.
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An MCP server implementation that provides code generation and completion capabilities using the DeepSeek API, with support for tool chaining and cost optimization.
Generate code using DeepSeek API with language-specific support.
{ "name": "generate_code", "params": { "prompt": "Write a function that sorts an array", "language": "typescript", "temperature": 0.7 } }
Get intelligent code completions based on existing context.
{ "name": "complete_code", "params": { "code": "function processData(data) {", "prompt": "Add input validation and error handling", "temperature": 0.7 } }
Optimize existing code for performance, memory usage, or readability.
{ "name": "optimize_code", "params": { "code": "your code here", "target": "performance" } }
Execute a chain of tools in sequence, with context passing between steps.
{ "name": "execute_chain", "params": { "steps": [ { "toolName": "generate_code", "params": { "prompt": "Create a REST API endpoint", "language": "typescript" } }, { "toolName": "optimize_code", "params": { "target": "performance" } } ] } }
npm install
npm run build
{ "mcpServers": { "deepseek": { "command": "node", "args": ["/path/to/deepseek-mcp/build/index.js"], "env": { "DEEPSEEK_API_KEY": "your-api-key" } } } }
The server can be used with any MCP-compatible client. Here's an example using the MCP CLI:
mcp use deepseek generate_code --params '{"prompt": "Write a hello world program", "language": "python"}'
Tool chaining allows you to combine multiple operations into a single workflow. Each tool in the chain can access the results of previous tools through the chain context.
Example chain:
{ "steps": [ { "toolName": "generate_code", "params": { "prompt": "Create a user authentication function", "language": "typescript" } }, { "toolName": "complete_code", "params": { "prompt": "Add input validation and error handling" } }, { "toolName": "optimize_code", "params": { "target": "security" } } ] }
The server implements several strategies to optimize API costs:
To start development:
npm run dev
To clean and rebuild:
npm run rebuild
ISC
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