The Structured Data Layer for AI Agents

PARSERATOR
FOR AGENTS

Turn any unstructured input into agent-ready JSON with intelligent type coercion. Works with Google ADK, MCP, LangChain, and any agent framework. Built on Exoditical Moral Architecture — no vendor lock-in, ever.

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Built for Agent Developers

Your agents need reliable structured data, not "mostly works" outputs. Parserator's two-stage Architect-Extractor pattern guarantees agent-ready JSON.

Universal Agent Compatibility

Works with Google ADK, MCP, LangChain, AutoGPT, CrewAI — any framework. One API that speaks every agent language.

Production-Ready Reliability

Two-stage Architect-Extractor pattern provides robust parsing that handles edge cases gracefully. Your agents get valid, type-correct JSON consistently.

EMA-Compliant Infrastructure

No vendor lock-in. Export everything. Switch frameworks without rebuilding. The right to leave is a first-class feature.

Real Agent Use Cases

From natural language commands to document understanding — see how agents use Parserator in production.

Smart Assistant Agent

User: "Schedule call with Sarah tomorrow 3pm about Q4"

{ "action": "create_meeting", "contact": "Sarah", "datetime": "2025-06-07T15:00:00", "topic": "Q4 budget" }

Customer Service Agent

"I'm frustrated with order #12345. Late delivery, damaged item. Need refund ASAP!"

{ "issue_type": "order_problem", "order_id": "12345", "problems": ["late_delivery", "damaged_item"], "sentiment": "frustrated", "priority": "high" }

Test Your Agent Data See More Examples

Framework Integration

Drop-in compatibility with every major agent development platform.

Google ADK Integration

@agent.tool def extract_user_intent(user_message: str) -> UserIntent: return parse_for_agent( text=user_message, schema=UserIntent, context="command_parsing" )

MCP Server (Universal)

# Any MCP-compatible agent can use: mcp://parserator/parse?schema=Contact&text=email_content # Install MCP server: npm install @parserator/mcp-server

Also supports: LangChain • AutoGPT • CrewAI • LlamaIndex • Custom REST API

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PARSERATOR FOR AGENTS