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MCP Integrations Unstructured
MCP & AI Agent Integration

Unstructured
automation.

5 automated actions available through Cerebral OS. Connect Unstructured to any workflow, Cerebral, or Map — with full governance, audit trail, and dry-run safety on every execution.

Start free — 1,000 runs Browse all integrations →

No credit card required · 1,000 free runs · 5 actions available

Execution trace
live
5
actions
100%
governed
<200ms
latency
5
Automated actions
0
Read operations
5
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Unstructured.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Analyze Document Structure
unstructured:analyze_document_structure
Analyze document structure and hierarchy to understand document organization.
Write Medium risk
Extract Tables
unstructured:extract_tables
Extract tables specifically from documents with enhanced table structure detection.
Write Medium risk
Extract Text
unstructured:extract_text
Extract clean text content from documents with minimal processing overhead.
Write Medium risk
Partition Document
unstructured:partition_document
Extract structured elements from an unstructured document using AI-powered partitioning.
Write Medium risk
Partition Document Url
unstructured:partition_document_url
Extract structured elements from a document at a public URL using AI-powered partitioning.
Write Medium risk
How it works

Every Unstructured action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Unstructured — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Unstructured action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Unstructured action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Unstructured integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Unstructured in minutes, dry-run every action before it touches production, full audit trail on everything.

Start free — 1,000 runs Browse all integrations →