With MCP connected, AI tools can generate much more accurate code:
User: "Create a function to get member data"
AI: "Here's a generic function:
def get_member(member_id):
response = requests.get(f'/api/members/{member_id}')
return response.json()"User: "Create a function to get member data"
AI: "Here's a VBAPI-specific function with proper authentication and error handling:
def get_member(member_id):
url = f"https://vbapi.vbasoftware.com/vbasoftware/members/{member_id}"
headers = {
'x-api-key': os.getenv('VBAPI_KEY'),
'Authorization': f'Bearer {token_manager.get_valid_token()}',
'vbasoftware-database': os.getenv('VBAPI_DATABASE'),
'User-Agent': 'MyApp/1.0'
}
response = requests.get(url, headers=headers)
response.raise_for_status()
return response.json()['data']"User: "What endpoints are available for claim processing?"
AI: "Based on the VBASoftware API, here are the claim-related endpoints:
1. **Claim Batch Operations**:
- POST /vbasoftware/claim-batch - Create claim header
- PUT /vbasoftware/claim-batch/{id} - Update claim
- GET /vbasoftware/claim-batch/{id} - Get claim details
2. **Claim Processing**:
- POST /vbasoftware/claim-adjudication/adjudicate/{id} - Adjudicate claim
- POST /vbasoftware/claim-adjudication/process/{id} - Process claim
3. **Claim Search**:
- POST /vbasoftware/search - Use CLAIM SearchConfig
Would you like examples for any of these?"User: "What fields are required to create a member?"
AI: "According to the VBASoftware Member schema, these fields are required:
- **memberId** (string): Unique member identifier
- **subscriberId** (string): Associated subscriber ID
- **firstName** (string): Member's first name
- **lastName** (string): Member's last name
- **dateOfBirth** (string, YYYY-MM-DD): Date of birth
- **gender** (string): M, F, or U
- **relationship** (string): SELF, SPOUSE, CHILD, etc.
Optional fields include socialSecurityNumber, middleName, and address information."- Ask About Capabilities: "What can I do with the VBASoftware API?"
- Get Specific Examples: "Show me how to create an authorization"
- Understand Relationships: "How do members relate to enrollments?"
- Generate Working Code: AI provides complete, accurate implementations
- Describe Your Use Case: "I need to sync member data from our HR system"
- Get Architecture Guidance: AI suggests appropriate endpoints and patterns
- Plan Error Handling: Get specific error scenarios and handling code
- Implement Incrementally: Build and test components with AI assistance
- Share Error Details: "I'm getting a 400 error when creating claims"
- Get Specific Diagnosis: AI understands VBAPI error patterns
- Receive Working Solutions: Get corrected code and explanations
- Implement Best Practices: Learn patterns to avoid future issues
User: "I need to build a system that processes insurance claims from our providers. Where do I start?"
AI (with MCP context): "Based on VBASoftware's claim processing capabilities, here's a recommended architecture:
1. **Authentication Setup**:
[Provides specific VBAPI auth code]
2. **Claim Ingestion Pipeline**:
- Use POST /vbasoftware/claim-batch for claim headers
- Use POST /vbasoftware/claim-batch-detail for service lines
- Implement batch processing with /vbasoftware/claim-batch-batch
3. **Processing Workflow**:
- Create claim queues with /vbasoftware/claim-queues
- Adjudicate using /vbasoftware/claim-adjudication/adjudicate-queue
- Process with /vbasoftware/claim-adjudication/process-queue
4. **Error Handling**:
[Provides VBAPI-specific error handling patterns]
Would you like me to implement any of these components?"User: "Generate a TypeScript interface for VBASoftware members"
AI (with MCP context): "Here's the TypeScript interface based on the VBASoftware Member schema:
interface VBAMember {
memberId: string;
subscriberId: string;
firstName: string;
lastName: string;
middleName?: string;
dateOfBirth: string; // YYYY-MM-DD format
gender: 'M' | 'F' | 'U';
relationship: 'SELF' | 'SPOUSE' | 'CHILD' | 'DEPENDENT';
socialSecurityNumber?: string;
// Address fields
address1?: string;
address2?: string;
city?: string;
state?: string;
zipCode?: string;
// Metadata
createdDate?: string;
lastModifiedDate?: string;
}
// Also generate the create request type
interface CreateMemberRequest {
memberId: string;
subscriberId: string;
firstName: string;
lastName: string;
dateOfBirth: string;
gender: 'M' | 'F' | 'U';
relationship: 'SELF' | 'SPOUSE' | 'CHILD' | 'DEPENDENT';
socialSecurityNumber?: string;
// ... other optional fields
}"Symptoms: AI tool doesn't seem aware of VBAPI Solutions:
- Verify the MCP server URL:
https://vbasoftware-dev-api.redocly.app/mcp - Check your internet connection
- Restart the AI tool after configuration
- Verify MCP is enabled in your tool's settings
Symptoms: AI provides generic instead of VBAPI-specific responses Solutions:
- Explicitly mention "VBASoftware" or "VBAPI" in your requests
- Ask "According to the MCP context, what..."
- Restart the AI session to refresh MCP connection
Symptoms: AI references old endpoints or schemas Solutions:
- Clear AI tool cache if available
- Reconnect to the MCP server
- Check if there's an updated MCP server URL
Ask your AI tool:
"Can you see VBASoftware API context? List some available endpoints."A working MCP connection should provide specific VBAPI endpoints and details.
- Be Specific: Mention "VBASoftware" or "VBAPI" in requests
- Leverage Context: Ask about specific schemas, endpoints, and patterns
- Iterate: Build on AI responses with follow-up questions
- Validate: Always test generated code in development environments
- No Production Data: MCP only provides schema/documentation context
- Safe Code Generation: Generated code is based on documentation, not live data
- Credential Safety: Never share real credentials with AI tools
- Test Thoroughly: Always validate generated code before production use