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lamaalrajih

KiCad MCP Server

by lamaalrajih

identify_circuit_patterns

Analyze KiCad schematics to recognize common circuit patterns like power supplies, amplifiers, filters, and digital interfaces for design understanding and verification.

Instructions

Identify common circuit patterns in a KiCad schematic.

This tool analyzes a schematic to recognize common circuit blocks such as:

  • Power supply circuits (linear regulators, switching converters)

  • Amplifier circuits (op-amps, transistor amplifiers)

  • Filter circuits (RC, LC, active filters)

  • Digital interfaces (I2C, SPI, UART)

  • Microcontroller circuits

  • And more

Args: schematic_path: Path to the KiCad schematic file (.kicad_sch) ctx: MCP context for progress reporting

Returns: Dictionary with identified circuit patterns

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
schematic_pathYes
ctxYes

Implementation Reference

  • The primary handler function implementing the 'identify_circuit_patterns' tool logic. Parses schematic, extracts netlist data, identifies multiple circuit patterns using specialized helper functions, reports progress via context, and returns a dictionary of findings.
    async def identify_circuit_patterns(schematic_path: str, ctx: Context | None) -> Dict[str, Any]:
        """Identify common circuit patterns in a KiCad schematic.
        
        This tool analyzes a schematic to recognize common circuit blocks such as:
        - Power supply circuits (linear regulators, switching converters)
        - Amplifier circuits (op-amps, transistor amplifiers)
        - Filter circuits (RC, LC, active filters)
        - Digital interfaces (I2C, SPI, UART)
        - Microcontroller circuits
        - And more
        
        Args:
            schematic_path: Path to the KiCad schematic file (.kicad_sch)
            ctx: MCP context for progress reporting
            
        Returns:
            Dictionary with identified circuit patterns
        """
        if not os.path.exists(schematic_path):
            if ctx:
                ctx.info(f"Schematic file not found: {schematic_path}")
            return {"success": False, "error": f"Schematic file not found: {schematic_path}"}
        
        # Report progress
        if ctx:
            await ctx.report_progress(10, 100)
            ctx.info(f"Loading schematic file: {os.path.basename(schematic_path)}")
        
        try:
            # Extract netlist information
            if ctx:
                await ctx.report_progress(20, 100)
                ctx.info("Parsing schematic structure...")
            
            netlist_data = extract_netlist(schematic_path)
            
            if "error" in netlist_data:
                if ctx:
                    ctx.info(f"Error extracting netlist: {netlist_data['error']}")
                return {"success": False, "error": netlist_data['error']}
            
            # Analyze components and nets
            if ctx:
                await ctx.report_progress(30, 100)
                ctx.info("Analyzing components and connections...")
            
            components = netlist_data.get("components", {})
            nets = netlist_data.get("nets", {})
            
            # Start pattern recognition
            if ctx:
                await ctx.report_progress(50, 100)
                ctx.info("Identifying circuit patterns...")
            
            identified_patterns = {
                "power_supply_circuits": [],
                "amplifier_circuits": [],
                "filter_circuits": [],
                "oscillator_circuits": [],
                "digital_interface_circuits": [],
                "microcontroller_circuits": [],
                "sensor_interface_circuits": [],
                "other_patterns": []
            }
            
            # Identify power supply circuits
            if ctx:
                await ctx.report_progress(60, 100)
            identified_patterns["power_supply_circuits"] = identify_power_supplies(components, nets)
            
            # Identify amplifier circuits
            if ctx:
                await ctx.report_progress(70, 100)
            identified_patterns["amplifier_circuits"] = identify_amplifiers(components, nets)
            
            # Identify filter circuits
            if ctx:
                await ctx.report_progress(75, 100)
            identified_patterns["filter_circuits"] = identify_filters(components, nets)
            
            # Identify oscillator circuits
            if ctx:
                await ctx.report_progress(80, 100)
            identified_patterns["oscillator_circuits"] = identify_oscillators(components, nets)
            
            # Identify digital interface circuits
            if ctx:
                await ctx.report_progress(85, 100)
            identified_patterns["digital_interface_circuits"] = identify_digital_interfaces(components, nets)
            
            # Identify microcontroller circuits
            if ctx:
                await ctx.report_progress(90, 100)
            identified_patterns["microcontroller_circuits"] = identify_microcontrollers(components)
            
            # Identify sensor interface circuits
            if ctx:
                await ctx.report_progress(95, 100)
            identified_patterns["sensor_interface_circuits"] = identify_sensor_interfaces(components, nets)
            
            # Build result
            result = {
                "success": True,
                "schematic_path": schematic_path,
                "component_count": netlist_data["component_count"],
                "identified_patterns": identified_patterns
            }
            
            # Count total patterns
            total_patterns = sum(len(patterns) for patterns in identified_patterns.values())
            result["total_patterns_found"] = total_patterns
            
            # Complete progress
            if ctx:
                await ctx.report_progress(100, 100)
                ctx.info(f"Pattern recognition complete. Found {total_patterns} circuit patterns.")
            
            return result
            
        except Exception as e:
            if ctx:
                ctx.info(f"Error identifying circuit patterns: {str(e)}")
            return {"success": False, "error": str(e)}
  • The @mcp.tool() decorator within register_pattern_tools that registers the identify_circuit_patterns function with the MCP server.
    @mcp.tool()
    async def identify_circuit_patterns(schematic_path: str, ctx: Context | None) -> Dict[str, Any]:
  • Invocation of register_pattern_tools(mcp) in the main server setup, which triggers registration of the pattern tools including 'identify_circuit_patterns'.
    register_pattern_tools(mcp)
  • The register_pattern_tools function that defines and registers the pattern identification tools via @mcp.tool() decorators.
    def register_pattern_tools(mcp: FastMCP) -> None:
        """Register circuit pattern recognition tools with the MCP server.
        
        Args:
            mcp: The FastMCP server instance
        """

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