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These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index

FinanceStock analysis QuantTrading research SlidesPPT generation DocsPDF parsing ExtractWeb scraping CreativeDesign workflow SportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 780 ranked candidates matching "extraction"

Best blend of quality, stars, freshness, and agent usage

Laser Line Extraction

NEEDS REVIEW · 53TRUST · 71SAFE · EXPERIMENTALCODING

A ROS package that extracts line segments from LaserScan messages.

$ npx skills add kam3k/laser_line_extraction

431 stars37 quality71 trustExperimentalClaude Code4y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

c++ros

by kam3kDetailsQuick view

Vision Agent

VERIFIEDEXCELLENT · 99TRUST · 87SAFE · VERIFIEDRESEARCH

This tool has been deprecated. Use Agentic Document Extraction instead.

$ npx skills add landing-ai/vision-agent

5.3K stars61 quality87 trustVerifiedClaude Code5mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

pythondocument-extraction

by landing-aiDetailsQuick view

Ade Python

VERIFIEDEXCELLENT · 98TRUST · 87SAFE · VERIFIEDRESEARCH

Python library for Agentic Document Extraction (ADE).

$ npx skills add landing-ai/ade-python

1.0K stars63 quality87 trustVerifiedClaude Code1mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

pythondocument-extraction

by landing-aiDetailsQuick view

Maxun

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDRESEARCH

🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into structured APIs in minutes 🔥

$ npx skills add getmaxun/maxun

16.2K stars73 quality93 trustVerifiedClaude Code + Browser agents5d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + Browser agents · 4 targets

typescriptbrowser-automation

by getmaxunDetailsQuick view

Newspaper

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDCODING

newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

$ npx skills add codelucas/newspaper

15.1K stars69 quality93 trustVerifiedClaude Code2mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythoncrawler

by codelucasDetailsQuick view

PyMuPDF

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDRESEARCH

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

$ npx skills add pymupdf/PyMuPDF

10.1K stars70 quality93 trustVerifiedClaude Code8d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

pythonpdf

by pymupdfDetailsQuick view

Zerox

VERIFIEDSTRONG · 83TRUST · 84SAFE · REVIEWEDRESEARCH

OCR & Document Extraction using vision models

$ npx skills add getomni-ai/zerox

12.2K stars57 quality84 trustReviewed with permission notesClaude Code1y since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

typescriptpdf

by getomni-aiDetailsQuick view

Hyper Extract

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDCODING

Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

$ npx skills add yifanfeng97/Hyper-Extract

2.8K stars66 quality84 trustReviewed with permission notesClaude Code11d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

pythonai-agents

by yifanfeng97DetailsQuick view

Gowall

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDRESEARCH

A tool to convert a Wallpaper's color scheme / palette, OCR with VLM's Traditional & Hybrid, Image Compression ,color palette extraction, image upsacling with Adversaria…

$ npx skills add Achno/gowall

2.3K stars65 quality87 trustReviewed with permission notesClaude Code28d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

goocr

by AchnoDetailsQuick view

Nlp.Js

VERIFIEDSTRONG · 79TRUST · 85SAFE · REVIEWEDRESEARCH

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

$ npx skills add axa-group/nlp.js

6.6K stars53 quality85 trustReviewed with permission notesClaude Code1y since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

javascriptchatbot

by axa-groupDetailsQuick view

DeepKE

VERIFIEDEXCELLENT · 90TRUST · 85SAFE · REVIEWEDRESEARCH

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

$ npx skills add zjunlp/DeepKE

4.4K stars56 quality85 trustReviewedClaude Code12mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustGood trust signals with a few areas worth checking before rollout.

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythonknowledge-graph

by zjunlpDetailsQuick view

Pdf Inspector

VERIFIEDEXCELLENT · 98TRUST · 87SAFE · REVIEWEDRESEARCH

Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to enable smart routing decisions.

$ npx skills add firecrawl/pdf-inspector

1.5K stars64 quality87 trustReviewedClaude Code13d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

rustpdf

by firecrawlDetailsQuick view

RustyRAG

PROMISING · 69TRUST · 75SAFE · REVIEWEDRESEARCH

Production-grade RAG API built in Rust. Hybrid search with HNSW dense vectors and BM25 sparse matching, cross-encoder reranking, layout-aware document extraction via Doc…

$ npx skills add RustyRAG/RustyRAG

196 stars47 quality75 trustReviewed with permission notesClaude Code2mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

rustdocument-extraction

by RustyRAGDetailsQuick view

Text Extract API

VERIFIEDEXCELLENT · 88TRUST · 85SAFE · REVIEWEDRESEARCH

Document (PDF, Word, PPTX ...) extraction and parse API using state of the art modern OCRs + Ollama supported models. Anonymize documents. Remove PII. Convert any docume…

$ npx skills add CatchTheTornado/text-extract-api

3.1K stars55 quality85 trustReviewedClaude Code7mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustGood trust signals with a few areas worth checking before rollout.

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

pythonpdf

by CatchTheTornadoDetailsQuick view

Unpdf

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · VERIFIEDRESEARCH

📄 PDF extraction and rendering across all JavaScript runtimes

$ npx skills add unjs/unpdf

1.2K stars63 quality88 trustVerifiedClaude Code6d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

typescriptpdf

by unjsDetailsQuick view

MITIE

VERIFIEDSTRONG · 83TRUST · 81SAFE · REVIEWEDRESEARCH

MITIE: library and tools for information extraction

$ npx skills add mit-nlp/MITIE

3.0K stars55 quality81 trustReviewed with permission notesClaude Code9mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

c++machine-learning

by mit-nlpDetailsQuick view

Page 1

Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

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Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Laser Line Extraction

Vision Agent

Ade Python

Maxun

Newspaper

PyMuPDF

Zerox

Hyper Extract

Gowall

Nlp.Js

DeepKE

Pdf Inspector

RustyRAG

Text Extract API

Unpdf

MITIE