CodeGraph CLI MCP Server

/// MCP Tools Schema Definitions for CodeGraph with Qwen2.5-Coder Integration use serde_json::{json, Value}; /// Get list of available CodeGraph MCP tools pub fn get_tools_list() -> Value { json!([ { "name": "codegraph.enhanced_search", "description": "Enhanced semantic search with Qwen2.5-Coder intelligence analysis", "inputSchema": { "type": "object", "properties": { "query": { "type": "string", "description": "Natural language description of functionality to search for" }, "include_analysis": { "type": "boolean", "default": true, "description": "Include Qwen2.5-Coder AI analysis of results" }, "max_results": { "type": "integer", "default": 10, "minimum": 1, "maximum": 50, "description": "Maximum number of search results to return" } }, "required": ["query"] } }, { "name": "codegraph.semantic_intelligence", "description": "Comprehensive codebase analysis using Qwen2.5-Coder's 128K context window", "inputSchema": { "type": "object", "properties": { "query": { "type": "string", "description": "Analysis focus area or specific question about the codebase" }, "task_type": { "type": "string", "enum": ["semantic_search", "comprehensive_analysis", "pattern_detection", "architecture_mapping"], "default": "comprehensive_analysis", "description": "Type of analysis to perform" }, "max_context_tokens": { "type": "integer", "default": 80000, "minimum": 10000, "maximum": 120000, "description": "Maximum context tokens to use (out of 128K available)" } }, "required": ["query"] } }, { "name": "codegraph.impact_analysis", "description": "Analyze impact of proposed code changes using dependency mapping and Qwen intelligence", "inputSchema": { "type": "object", "properties": { "target_function": { "type": "string", "description": "Name of the function to analyze for impact" }, "file_path": { "type": "string", "description": "Path to the file containing the target function" }, "change_type": { "type": "string", "enum": ["modify", "delete", "rename", "move", "extract"], "default": "modify", "description": "Type of change being proposed" } }, "required": ["target_function", "file_path"] } }, { "name": "codegraph.performance_metrics", "description": "Get real-time performance metrics for Qwen2.5-Coder operations", "inputSchema": { "type": "object", "properties": {}, "additionalProperties": false } }, { "name": "codegraph.cache_stats", "description": "Get intelligent cache statistics and performance analysis", "inputSchema": { "type": "object", "properties": {}, "additionalProperties": false } }, { "name": "codegraph.pattern_detection", "description": "Detect team patterns and conventions using existing semantic analysis (no external model required)", "inputSchema": { "type": "object", "properties": { "scope": { "type": "string", "enum": ["project", "directory", "file"], "default": "project", "description": "Scope of pattern detection analysis" }, "focus_area": { "type": "string", "enum": ["all_patterns", "naming", "error_handling", "imports", "architecture", "testing"], "default": "all_patterns", "description": "Specific area to focus pattern detection on" }, "max_results": { "type": "integer", "default": 50, "minimum": 10, "maximum": 200, "description": "Maximum code samples to analyze for patterns" } } } }, { "name": "vector.search", "description": "Basic vector similarity search without AI analysis", "inputSchema": { "type": "object", "properties": { "query": { "type": "string", "description": "Search query text" }, "paths": { "type": "array", "items": {"type": "string"}, "description": "Optional file paths to restrict search" }, "langs": { "type": "array", "items": {"type": "string"}, "description": "Optional programming languages to filter" }, "limit": { "type": "integer", "default": 10, "description": "Maximum results to return" } }, "required": ["query"] } }, { "name": "graph.neighbors", "description": "Get neighboring nodes in the code graph", "inputSchema": { "type": "object", "properties": { "node": { "type": "string", "description": "UUID of the target node" }, "limit": { "type": "integer", "default": 20, "description": "Maximum neighbors to return" } }, "required": ["node"] } }, { "name": "graph.traverse", "description": "Traverse the code graph from a starting node", "inputSchema": { "type": "object", "properties": { "start": { "type": "string", "description": "UUID of the starting node" }, "depth": { "type": "integer", "default": 2, "description": "Maximum traversal depth" }, "limit": { "type": "integer", "default": 100, "description": "Maximum nodes to return" } }, "required": ["start"] } } ]) } /// Get tools capability information for MCP initialization pub fn get_tools_capability() -> Value { json!({ "tools": { "listChanged": true } }) } /// Generate example usage for each tool pub fn get_tool_examples() -> Value { json!({ "examples": { "codegraph.enhanced_search": { "description": "Find authentication-related code with AI analysis", "request": { "query": "user authentication and login flow", "include_analysis": true, "max_results": 8 }, "expected_response": { "search_results": "Array of semantic matches", "ai_analysis": "Qwen2.5-Coder comprehensive analysis", "generation_guidance": "How to generate similar code", "quality_assessment": "Code quality evaluation" } }, "codegraph.semantic_intelligence": { "description": "Comprehensive analysis of system architecture", "request": { "query": "explain the overall system architecture and component relationships", "task_type": "comprehensive_analysis", "max_context_tokens": 100000 }, "expected_response": { "comprehensive_analysis": "Detailed architectural analysis", "structured_insights": "6-section structured analysis", "generation_guidance": "Architectural guidance for new code" } }, "codegraph.impact_analysis": { "description": "Analyze impact before modifying critical function", "request": { "target_function": "validateCredentials", "file_path": "src/auth/AuthService.ts", "change_type": "modify" }, "expected_response": { "risk_assessment": "Risk level with detailed reasoning", "affected_components": "List of impacted functions/tests/APIs", "implementation_plan": "Step-by-step safe change process", "safety_recommendations": "Rollback and validation strategies" } } } }) } /// Get performance benchmarks for documentation pub fn get_performance_benchmarks() -> Value { json!({ "qwen_2_5_coder_14b_128k": { "model_specs": { "parameters": "14B", "context_window": 128000, "quantization": "Q4_K_M", "memory_requirement": "24GB VRAM", "fits_in": "32GB MacBook Pro" }, "performance_targets": { "enhanced_search": "2-3 seconds", "semantic_intelligence": "4-6 seconds", "impact_analysis": "3-5 seconds", "pattern_detection": "3-4 seconds" }, "quality_targets": { "confidence_threshold": 0.8, "context_utilization": 0.8, "analysis_accuracy": 0.9 } } }) }