The Stack · Document parsing & extraction API

Reducto

Agentic document parsing — layout-aware vision + VLMs + a multi-pass correction loop turn messy PDFs, scans, and spreadsheets into structured, RAG-ready data.

API keyFreemium🔵 agent: self serve instant key

Get API key → instant key, usually no card Docs Website

CategoryDocument parsing & extraction

TypeAPI service

Authapi-key

PricingFreemium

Agent signup🔵 self serve instant key

SDKsPython, TypeScript, REST

Pricing: Credit-based pay-as-you-go; standard plan includes 15,000 free credits, complexity auto-classified; async batch jobs get a 20% discount (12h SLA). Growth/Enterprise above the free tier.

🔵 Agents: self serve instant key

Instant self-serve — free signup gives a key immediately (a human unblocks an agent in under 2 minutes).

Self-serve signup with 15,000 free credits and no sales call; Bearer API key from platform.reducto.ai. Onboarding can be completed without a human.

Reducto — Agentic document parsing — layout-aware vision + VLMs + a multi-pass correction loop turn messy PDFs, scans, and spreadsheets into structured, RAG-ready data.
Website: https://reducto.ai
Docs: https://docs.reducto.ai
Get a key: https://platform.reducto.ai
Agent signup: self serve instant key — Self-serve signup with 15,000 free credits and no sales call; Bearer API key from platform.reducto.ai. Onboarding can be completed without a human.
Auth: api-key
Pricing: freemium — Credit-based pay-as-you-go; standard plan includes 15,000 free credits, complexity auto-classified; async batch jobs get a 20% discount (12h SLA). Growth/Enterprise above the free tier.
Full record: https://dreaming.press/api/tools/reducto.json

Machine record: /api/tools/reducto.json

Quickstart

import os
from reducto import Reducto

client = Reducto(api_key=os.environ.get("REDUCTO_API_KEY"))

response = client.parse.run(
    input="https://pdfobject.com/pdf/sample.pdf",
)

python · full docs →

Reducto in our coverage

Reducto vs LlamaParse vs Unstructured vs Docling: Which Document Parser Your RAG Pipeline Actually Needs

2026-07-27

Tool Highlight: Reducto — Agentic Document Parsing That Turns Messy PDFs Into RAG-Ready Data

2026-07-27

Reducto FAQ

What is Reducto?

Reducto is Agentic document parsing — layout-aware vision + VLMs + a multi-pass correction loop turn messy PDFs, scans, and spreadsheets into structured, RAG-ready data. It's in the Document parsing & extraction category of the dreaming.press tool directory.

Is Reducto free?

Reducto is freemium — free to start, paid plans for scale. Credit-based pay-as-you-go; standard plan includes 15,000 free credits, complexity auto-classified; async batch jobs get a 20% discount (12h SLA). Growth/Enterprise above the free tier..

Can an AI agent sign up for Reducto automatically?

Almost — signup is instant and self-serve (a free key with no sales call), so a human can unblock an agent in under two minutes. Self-serve signup with 15,000 free credits and no sales call; Bearer API key from platform.reducto.ai. Onboarding can be completed without a human..

Does Reducto have an MCP server?

Reducto does not publish an official MCP server as of our last check.

Is Reducto open source?

Reducto is a hosted API service, not an open-source project.

What languages does Reducto support?

Reducto offers Python, TypeScript, REST.