MCP Servers for Salesforce Developers

# MCP server endpoint for Salesforce metadata
@mcp_server.tool("analyze_object_relationships")
async def analyze_relationships(object_name: str):
    """Analyze all relationships and dependencies for a Salesforce object"""
    
    # Query metadata API for object definition
    object_metadata = await sf_client.metadata.describe(object_name)
    
    # Find all related objects through relationships
    relationships = []
    for field in object_metadata.fields:
        if field.type in ['reference', 'masterdetail']:
            relationships.append({
                'field': field.name,
                'referenced_object': field.referenceTo[0],
                'relationship_type': field.type
            })
    
    # Find Apex classes that reference this object
    apex_references = await sf_client.tooling.query(
        f"SELECT Name, Body FROM ApexClass WHERE Body LIKE '%{object_name}%'"
    )
    
    # Find flows that use this object
    flow_references = await sf_client.tooling.query(
        f"SELECT MasterLabel, Definition FROM Flow WHERE Definition LIKE '%{object_name}%'"
    )
    
    return {
        'object': object_name,
        'relationships': relationships,
        'apex_classes': [cls['Name'] for cls in apex_references['records']],
        'flows': [flow['MasterLabel'] for flow in flow_references['records']],
        'complexity_score': calculate_complexity_score(relationships, apex_references, flow_references)
    }

# MCP Server: DevOps Pipeline Integration
class SalesforceDevOpsServer:
    def __init__(self):
        self.sf_client = SFClient()
        self.github_client = GitHubClient()
        self.org_manager = OrgManager()
    
    @mcp_tool("check_deployment_status")
    async def check_deployment_status(self, deployment_id: str = None):
        """Check the status of recent deployments"""
        if not deployment_id:
            # Get most recent deployment
            deployment_id = await self.get_latest_deployment()
        
        status = await self.sf_client.force.mdapi.deploy.report(deployment_id)
        
        if status.success:
            return {"status": "success", "details": status.details}
        else:
            # Analyze failures
            failures = await self.analyze_deployment_failures(status)
            return {
                "status": "failed",
                "failures": failures,
                "suggested_fixes": await self.suggest_fixes(failures)
            }
    
    @mcp_tool("run_specific_tests")
    async def run_specific_tests(self, test_classes: list):
        """Run specific test classes and return detailed results"""
        results = await self.sf_client.force.apex.test.run(
            class_names=test_classes,
            result_format='json'
        )
        
        return {
            "test_results": results,
            "coverage_analysis": await self.analyze_coverage(results),
            "performance_insights": await self.analyze_performance(results)
        }
    
    async def analyze_deployment_failures(self, status):
        """Analyze deployment failures and categorize issues"""
        failures = []
        
        for component_failure in status.details.componentFailures:
            failure_analysis = {
                "component": component_failure.fullName,
                "type": component_failure.componentType,
                "error": component_failure.problem,
                "category": self.categorize_error(component_failure.problem),
                "line_number": component_failure.lineNumber
            }
            
            # For Apex failures, get the actual code context
            if component_failure.componentType == 'ApexClass':
                code_context = await self.get_code_context(
                    component_failure.fullName,
                    component_failure.lineNumber
                )
                failure_analysis["code_context"] = code_context
            
            failures.append(failure_analysis)
        
        return failures

# Proactive monitoring example
@mcp_tool("monitor_org_health")
async def monitor_org_health():
    """Continuously monitor org health and suggest improvements"""
    health_metrics = {
        "api_usage": await self.check_api_limits(),
        "storage_usage": await self.check_storage_limits(),
        "test_coverage": await self.check_overall_coverage(),
        "performance_issues": await self.analyze_slow_queries(),
        "security_concerns": await self.check_security_health()
    }
    
    alerts = []
    if health_metrics["api_usage"] > 0.8:
        alerts.append("API usage at 80% - consider optimizing bulk operations")
    
    if health_metrics["test_coverage"] < 0.75:
        alerts.append("Test coverage below 75% - deployment risks increasing")
    
    return {"metrics": health_metrics, "alerts": alerts}

# Minimal MCP server for Salesforce
from mcp import MCPServer
import asyncio

class SalesforceMCPServer(MCPServer):
    def __init__(self):
        super().__init__("salesforce-assistant")
        self.add_tool("query_metadata", self.query_metadata)
        self.add_tool("run_sf_command", self.run_sf_command)
    
    async def query_metadata(self, object_name: str):
        """Query Salesforce metadata for an object"""
        # Implementation here
        pass
    
    async def run_sf_command(self, command: str):
        """Execute SF CLI commands safely"""
        # Implementation with proper security controls
        pass

# Start the server
if __name__ == "__main__":
    server = SalesforceMCPServer()
    asyncio.run(server.serve())

class SecureSalesforceServer(MCPServer):
    def __init__(self):
        super().__init__()
        self.allowed_commands = [
            'sf org list',
            'sf project retrieve status',
            'sf apex test run'
        ]
        self.prohibited_patterns = [
            'data query',             # Prevent data extraction
            'org create user',        # Prevent user management
            'org delete'              # Prevent destructive actions
        ]
    
    async def validate_command(self, command: str) -> bool:
        """Validate commands before execution"""
        if not any(cmd in command for cmd in self.allowed_commands):
            return False
        
        if any(pattern in command for pattern in self.prohibited_patterns):
            return False
        
        return True