MCP Developer Queries¶
Ask these in Claude or ChatGPT with CorpusIQ connected. Each prompt targets a real MCP development task.
Build a New MCP Server¶
I need to build an MCP server for [platform]. Show me the OAuth flow documentation, API rate limits, and data schema. Generate a starter server in TypeScript that exposes [specific endpoints].
Debug Connector Auth¶
The [connector] OAuth is failing with a 401. Check my token scopes, verify the redirect URI, and compare against the vendor's current OAuth requirements.
Compare API Approaches¶
Compare the REST API vs GraphQL endpoint for [platform]. Which one gives me better query flexibility for business data? Show rate limits and pagination differences.
Schema Design¶
I'm building a connector for [platform]. Analyze its API documentation and recommend a normalized data schema. What fields should I expose as tools vs return in structured responses?
Performance Optimization¶
My MCP server for [platform] is timing out on queries with more than 30 days of data. Show me pagination strategies, cursor-based vs offset, and batch request patterns that work for this API.
Rate Limit Strategy¶
What's the optimal rate-limit handling for [platform]? Show me their current limits, recommended backoff strategy, and how to implement request queuing with priority levels.
Testing MCP Endpoints¶
Generate a test suite for my MCP server. I need: connection test, auth token refresh test, rate-limit handling test, and a full query-by-query validation against the vendor's sandbox.
Multi-Source Query Design¶
How do I design a multi-source query that pulls from Shopify orders, Stripe payments, and QuickBooks invoices — then reconciles them into a single response? Show the dependency graph and error handling for partial failures.
Security Audit¶
Audit my MCP server configuration for security issues. Check: token storage, scope minimization, input sanitization, error message leakage, and transport security.
Deploy to Production¶
I'm ready to deploy my MCP server. Show me the hosting options (Docker, Cloudflare Workers, AWS Lambda), environment variable management, and monitoring setup for production traffic.
Custom¶
Combine any of these queries. CorpusIQ handles multi-source analysis natively — just describe what you need to build or debug.