Turn SaaS APIs into Reliable Agent Workflows
Hintas encodes the workflow knowledge agents actually need — dependencies, valid states, and deterministic execution paths.
Agent success
Human success
WebArena benchmark. We close that gap.
The API Wrapper Anti-Pattern
Most MCP servers are 1:1 wrappers around API endpoints. Agents can call them, but they lack the workflow knowledge to complete real tasks.
Fragile API Chains
Agents guess the right sequence of API calls, miss prerequisites, and skip validation. One wrong step breaks the chain.
Validated Workflow Paths
Encode dependencies, valid states, and correct ordering into deterministic workflows. Agents execute proven paths.
Workflow knowledge lives in engineers' heads and scattered docs. Endpoint wrappers don't capture any of it.
WebArena Benchmark: End-to-End Task Success
Source: Zhou et al., "WebArena: A Realistic Web Environment for Building Autonomous Agents" (2024)
From Raw APIs to Trusted Workflows
Three steps to turn SaaS APIs into reliable, workflow-level MCP tools.
Extract
Ingest OpenAPI specs, docs, traces, and team artifacts. Surface the workflow knowledge buried across your systems.
Validate
Build a deterministic workflow map with dependencies, valid states, and transitions. Your team reviews and approves.
Publish
Ship guardrailed MCP tools agents can call with confidence. Ordering, permissions, and data flow enforced automatically.
// Knowledge MCP — discover how to do a task
const plan = await knowledgeMcp.query(
"How do I onboard a new user in Stripe?"
);
// Workflow MCP — execute it deterministically
const result = await workflowMcp.execute(
"stripe:onboard-user",
{ email, plan, paymentMethod }
);Two Interfaces. Complete Coverage.
Knowledge MCP for discovery. Workflow MCP for execution.
Knowledge MCP
Dynamic Skill Store
Agents query capabilities in natural language and receive grounded, schema-backed tool definitions.
Natural Language Queries
Agents ask "how do I do X?" and get grounded answers.
Dynamic Skill Store
Tool definitions are discovered on-demand, not hardcoded.
Grounded Tool Definitions
JSON schemas with prerequisite lookups, constraints, and required inputs.
Workflow MCP
Executable Workflows
Pre-validated multi-step workflows that enforce ordering, data flow, permissions, and retries.
Deterministic Execution
Pre-validated multi-step workflows with enforced ordering.
Permission Enforcement
Data flow, permissions, retries, and policy guardrails built in.
Workflow-Level Tools
Call "Onboard User" instead of chaining dozens of endpoints.
Platform Architecture
A managed infrastructure layer that extracts, validates, and serves workflow knowledge.
Deterministic Execution
Workflows follow validated paths with enforced ordering — no probabilistic guessing.
Identity-Aware
Identity Gateway with on-behalf-of token exchange. Correct authorization and auditability.
Continuously Validated
Workflows are verified against live API behavior. Drift is detected and flagged automatically.
Why Hintas
We automate the missing layer — from workflow extraction to validated, guardrailed MCP tools.
vs. API-to-MCP Generators
What They Do
Generate MCP servers from OpenAPI specs — a fast way to expose endpoints as tools.
What Hintas Does Differently
Extracts workflow knowledge from specs, traces, and docs, then publishes validated multi-step workflow tools.
vs. Agent Tool Marketplaces
What They Do
SDKs and marketplaces to deploy and reuse MCP servers faster.
What Hintas Does Differently
Goes beyond deployment — encodes workflow semantics and validation for reliable multi-step tasks.
vs. iPaaS Platforms
What They Do
Run integrations reliably, but workflows are manually authored and maintained.
What Hintas Does Differently
Automates workflow extraction and continuously validates against live API behavior.
Simple, Transparent Pricing
One plan, everything included. No hidden fees.
Early Access
per workspace · billed monthly
- Automated workflow extraction from OpenAPI specs
- Validated, guardrailed MCP tool generation
- Multi-step workflow orchestration
- Continuous validation against live API behavior
- Priority support & onboarding
- Early access to new features
No commitment required. Cancel anytime.
Ready to Ship Reliable Agent Workflows?
Get early access to deterministic, guardrailed MCP tools for your SaaS APIs.
No spam. We'll reach out when your access is ready.