Connect AI Agents to NetSuite & SAP via MCP: The 2026 Architecture Guide
A code-first architectural blueprint for connecting AI agents to Oracle NetSuite and SAP using dynamic, zero-retention Model Context Protocol (MCP) servers.
Real-world integration walkthroughs and case studies
A code-first architectural blueprint for connecting AI agents to Oracle NetSuite and SAP using dynamic, zero-retention Model Context Protocol (MCP) servers.
Learn how to architect a secure, scalable integration between AI agents and the Brex API using the Model Context Protocol (MCP) and unified mapping layers.
A definitive engineering guide to building a bidirectional HubSpot sync. Learn how to handle API rate limits, dynamic schema mapping, and infinite webhook loops.
Learn how MCP servers auto-generate tools from API documentation. A technical walkthrough of converting OpenAPI specs into LLM-ready JSON-RPC tools.
Learn how to decouple your API integration layer from core business logic using the interpreter pattern, JSONata, and a generic execution engine.
A concrete engineering walkthrough for converting OpenAPI specs into MCP tool JSON, covering schema enhancement, tag-based filtering, and rate-limit handling.
Learn how to give ChatGPT secure read and write access to DocuSign using dynamically generated MCP schemas, handling rate limits, and OAuth lifecycles.
A complete, runnable code tutorial on building an AI agent that ingests Jira webhooks, processes ticket context via LLM, and posts automated responses.
A step-by-step mathematical breakdown of the hidden engineering costs, maintenance debt, and infrastructure tax of managing 20 SaaS integrations in-house.
Learn how to connect Claude to ShiftCare via an MCP server. Handle Basic Auth, OAuth 2.0, NDIS state machines, rate limits, and billing workflows with code.
A complete engineering tutorial on integrating the Brex API with QuickBooks Online, Xero, and NetSuite. Learn ledger mapping, idempotency, and rate limiting.
Learn how to build dynamic, schema-driven post-connection configuration UIs for SaaS integrations using React JSON Schema Form to improve activation rates.
A complete, runnable engineering guide to connecting Zoho CRM to the ChatGPT API. Learn how to bypass Zoho's credit system, manage OAuth, and generate an MCP server.
A deep-dive engineering guide on abstracting offset and cursor pagination, standardizing API errors to RFC 7807, and handling rate limits at scale.
A code-level guide for B2B SaaS engineering teams on connecting LangChain AI agents to live CRM data using the Model Context Protocol (MCP).
A complete, runnable engineering tutorial on connecting AI agents to Plaid via MCP. Learn how to handle Link auth, rate limits, payload truncation, and zero-data retention.
A complete engineering tutorial on architecting a white-labeled integration marketplace for B2B SaaS, featuring runnable Link SDK code and database schemas.
A complete, step-by-step guide to securely connecting Cloudflare to ChatGPT using a managed MCP server. Learn how to handle rate limits, zone scoping, and authentication.
A step-by-step engineering blueprint for shipping a runnable sample repository that proves your headless integration API works and passes enterprise evaluations.
A highly technical quickstart guide for B2B SaaS engineering teams to build a native Salesforce integration fast, complete with runnable code and architecture.
Learn how to build high-converting post-connection configuration UIs for SaaS integrations. Reduce setup drop-off with dynamic schemas and unified APIs.
Learn how to build a production-ready Strapi MCP server for ChatGPT to manage media and content, bypassing multipart/form-data hurdles and custom tool code.
Learn how to connect an AI agent to Brex expense data using an end-to-end MCP quickstart. Handle OAuth, cursor pagination, dynamic schemas, and rate limits.
A code-first engineering guide for senior developers to bypass legacy SOAP debt and build high-volume NetSuite integrations using SuiteQL, REST, and SuiteScript.
A technical guide to connecting Zendesk to AI agents via MCP. Learn how to handle 429 rate limits, dynamic JSON schema generation, and secure API access.
Evaluate the true security, UX, and maintenance trade-offs of headless APIs versus embedded iFrames for B2B SaaS integrations with a runnable sample repo.
Evaluate how Truto's Unified Accounting API normalizes QuickBooks and Xero schemas, handles rate limits, and enables zero data retention integrations.
Architectural guidance for syncing Brex corporate card transactions into QuickBooks, Xero, and NetSuite without breaking double-entry ledgers or causing reconciliation errors.
Architect a production-ready MCP server for the Coupa procurement API. Learn how to handle XML defaults, 50-record pagination, OAuth refresh, and rate limits.
Learn how to architect a native Coupa API integration for your B2B SaaS product. Discover technical solutions for OAuth 2.0, XML defaults, and rate limits.
Learn how to architect bidirectional data flow between AI agents and CRMs like Salesforce and HubSpot without building custom integrations.
Learn how to architect a bidirectional HubSpot data sync. Discover engineering patterns to prevent infinite webhook loops, handle 429 rate limits, and map custom properties.
Learn the architecture required to build an AI agent that auto-responds to Zendesk and Jira tickets, including RAG context and rate limit handling.
A technical guide for SaaS engineering leads on integrating the Amplitude API. Learn to handle HTTP V2 vs Batch endpoints, strict rate limits, and 429 errors.
Learn to integrate QuickBooks, Xero, and NetSuite with a unified API. Runnable write examples, error handling, and an end-to-end invoice-to-payment quick start.
Add API integrations without deploying code. Full REST and GraphQL JSON blueprints, JSONata field mappings, auth schemes, pagination, and error handling.
Learn how to build a technical, procurement-ready enterprise datasheet that combines hard SLA commitments with metric-driven case studies to unblock B2B deals.
Architectural recipes for CRM sync, ERP zero-data-retention, and integrating multiple calendar services (Google + Microsoft) with code samples.
Enterprise buyers demand hard data before adopting AI agents. Learn how to publish tool-calling benchmarks, structure hybrid pricing, and prove structural ROI.
A hands-on API schema normalization tutorial with JSONata. Includes base, environment, and account override examples for per-customer unified API customization.
Migration playbook for switching from Alloy Automation, Make.com, or Zapier - includes 90-day timeline, pricing bands, security checklist, and MCP tips.
Learn how to architect a reliable bidirectional HubSpot sync. This technical guide covers handling 429 rate limits, preventing infinite webhook loops, and schema normalization.
A technical playbook for evaluating Merge.dev alternatives and executing a zero-downtime migration - OAuth tokens, schema mapping, and rollback plans.
A runnable Sage Business Cloud Accounting API sample repo covering OAuth, X-Business, sales_invoices, incremental polling with retry/backoff, and 422 fixtures.
Learn how to architect declarative ERP mapping guides for NetSuite, SAP, and Dynamics 365 using JSONata, polymorphic routing, and a 3-level override hierarchy.
Ship runnable API examples that cut Time to First Call, plus a 2026 playbook for deploying a Databricks MCP server for Unity Catalog, SQL, and Jobs data access.
Build runnable developer tutorials with code. Worked examples: AI ticket auto-responder and unified accounting writes across QuickBooks, Xero, and NetSuite.
Build provider-specific API runbooks for Salesforce, NetSuite, and HubSpot with tested templates, plus a complete incident playbook for handling breaking API changes across integrations.
Stop writing custom code for every third-party API. Learn how a declarative unified API replaces per-provider adapters with JSON config and JSONata mappings.
Learn how to publish FinTech and HR Tech case studies with hard engineering metrics, zero data retention proof, and architectural diagrams that win enterprise deals.