Use one MCP server for real content workflows
MCP directories are full of narrow tools that do one thing. Iteration Layer gives MCP users a coherent content-processing server for documents, images, websites, spreadsheets, and generated deliverables that can feed each other in one assistant session.
Use hosted Streamable HTTP MCP with OAuth 2.1 in Claude, Cursor, Windsurf, and compatible clients.
One output feeds the next
APIs that cover every step of your content pipeline — ingestion, transformation, and generation. One key, one credit pool, and structured JSON responses designed to chain together.
Mix and match freely
Extract data from a document, generate visuals from the results, then compile everything into a finished report. Mix, match, and build your own pipeline.
You're dealing with this every day
Here's what changes when you stop juggling tools and start building pipelines.
Directories list narrow tools
Many MCP servers expose one useful action but stop there. Real content work needs extraction, conversion, image processing, and generated output in the same tool set.
Multiple tools, one server
Document extraction, document-to-markdown, website extraction, image transformation, document generation, image generation, and sheet generation are exposed through one MCP server.
Tool outputs do not connect
A document tool returns text, an image tool returns a file, and a generation tool expects structured input. The assistant needs predictable schemas between steps, not disconnected actions.
Typed outputs assistants can use
Tools return structured JSON, clean Markdown, generated files, and predictable errors so your assistant can inspect results and decide the next step without guessing.
Setup gets repeated per service
Each separate MCP server or API adds credentials, permissions, billing, and error behavior. That overhead is high when you just want one useful content workflow in your client.
Interactive now, API later
Start in Claude, Cursor, or Windsurf through MCP. When the workflow becomes part of a product or backend job, use the same credentials and credit pool through REST or SDKs.
Real-world pipelines, ready to ship
Each recipe chains multiple APIs into a complete workflow. Pick one, tweak it, and deploy — or use it as a starting point for your own pipeline.
Extract Carrier Invoices to Spreadsheet
Extract line-level charges from multiple carrier invoices, then generate an XLSX freight cost tracker in a single pipeline.
Extract Contracts to a Register
Extract key terms from multiple signed contracts and build a structured XLSX contract register tracking parties, dates, value, and renewal terms.
Extract Customs Declarations to Spreadsheet
Extract HS codes, declared values, and duty amounts from customs declaration documents, then generate an XLSX import duty log.
Extract Invoices and Build Accounts Payable Spreadsheet
Extract structured data from multiple invoice PDFs in one call, then pipe the results directly into an XLSX accounts payable tracker.
Extract KPIs and Generate a Client Report
Extract key performance indicators from client documents, then generate a branded PDF report summarizing the results.
Extract Receipts and Generate Expense Report
Extract merchant, date, amount, and category from receipt photos and PDFs in one call, then generate an XLSX expense report with a totals row.
Official SDKs for every major language
Install the SDK, set your API key, and start chaining requests. Full type safety, automatic retries, and idiomatic error handling included.
Your data stays in the EU
Your data is processed on EU servers and never stored beyond temporary logs. Zero retention, GDPR-compliant by design, with a Data Processing Agreement available for every customer. Learn more about our security practices .
No data storage, no model training
We don't store your files or processing results, and your data is never used to train or improve AI models. Logs are automatically deleted after 90 days.
EU-hosted infrastructure
All processing runs on servers located in the European Union. Your data never leaves the EU.
GDPR-compliant by design
Full compliance with EU data protection regulations. Data Processing Agreement available for all customers.
Pricing
Start with free trial credits. No credit card required.
I need...
Real-world examples
Solving real problems, step by step
Vendor sprawl, GDPR headaches, broken pipelines — we wrote about the problems you're facing and how to fix them.
Building AI Agents That Process Documents: MCP, Structured I/O, and Confidence Routing
Build an AI agent pipeline that extracts document data, evaluates confidence scores, and routes to report generation or human review — using MCP and composable APIs.
One Conversation, One Composable Content Pipeline
When document extraction, image processing, and generation are MCP tools in your AI assistant, the workflow changes fundamentally.
Chain Document Extraction, Image Processing, and Generation in a Single Claude Code Session
Use MCP to chain Iteration Layer APIs inside Claude Code or Cursor — extract data from documents, process images, and generate new outputs in one conversation.
Parse Documents Inside Claude and Cursor with MCP — No Code Required
Use MCP to parse invoices, contracts, and receipts directly from Claude Desktop or Cursor. No code, no server, no pipeline.
Read Any Document From Claude Code or Cursor — PDF, DOCX, Scans, Images via MCP
Use MCP to convert PDFs, scanned documents, Word files, and images to readable markdown directly from Claude Code or Cursor without custom preprocessing code.
Generate PDFs and Word Documents Inside Claude Code and Cursor with MCP
Use MCP to generate PDFs, DOCX, EPUB, and PPTX documents directly from Claude Code or Cursor. No templates, no code, no pipeline.
Build your first workflow in minutes
Chain our APIs together and ship a complete pipeline before lunch. Free trial credits included — no credit card required.