Hardparse
PulseGate's liveness check found it on 14 Oct 2026; it is registered on PyPI and has been in the index since 29 Jun 2026. How this is checked
Hardparse is layout-aware OCR for documents that resist parsing. It is designed to extract structured output from PDFs, scans, screenshots, and the first frame of a WebM, and it is built for retrieval pipelines, invoice intake, and QA review where document layout matters.
Inferred · not functionally tested
Overview
6 featuresPurpose: Extracting structured, layout-aware data from PDFs and scanned documents that resist standard OCR.
Inferred · not functionally tested
Audience: developers building document processing pipelines
Inferred · not functionally tested
Functions: data_extraction
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: free · license: MIT · platforms: CLI, API · deployment: cli, self_hosted, api_only
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: hardparse.com. These links do not verify the individual claims.
Hardparse is a Computer vision, OCR & document AI project. Inferred · not functionally tested: It focuses on extracting structured, layout-aware data from PDFs and scanned documents that resist standard OCR. Inferred · not functionally tested: It is built as an open-source project for developers building document processing pipelines. Basis unknown · not verified: Hardparse costs nothing to use. Basis unknown · not verified: It ships for the command line and API, and it can be self-hosted.
Behind Hardparse is Hardparse, and it first shipped in 2026. Inferred · not functionally tested: Among its 6 catalogued features are Layout-aware OCR, markdown output, and region detection. Inferred · not functionally tested: Catalogued interfaces include a public API. Hardparse is currently in beta.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Layout-aware OCR
- Markdown output
- Region detection
- Reading order extraction
- Bounding box output
- Self-hosting
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
What PulseGate has recorded for this listing
Frequently asked questions about Hardparse
- What does Hardparse do?
- Inferred · not functionally tested: Hardparse focuses on extracting structured, layout-aware data from PDFs and scanned documents that resist standard OCR. It is catalogued under Computer vision, OCR & document AI on PulseGate.
- Who is Hardparse for?
- Inferred · not functionally tested: Hardparse is an open-source project built for developers building document processing pipelines.
- Is Hardparse free?
- Basis unknown · not verified: Yes — Hardparse is free to use.
- What platforms does Hardparse run on?
- Basis unknown · not verified: Hardparse runs on the command line and API. It can also be self-hosted.
- Is Hardparse still active?
- PulseGate's liveness check found it on 14 Oct 2026.
- Who makes Hardparse?
- Hardparse is developed by Hardparse.
- When did Hardparse launch?
- Hardparse first shipped in 2026.
- Does Hardparse have an API or integrations?
- Inferred · not functionally tested: Yes — Hardparse exposes a public API.
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