open-extract: Structured Data Extractor for AI Agents

by velocitybolt · Agent Tool · ★ 193

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 65/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-toolsaiautogencontext-awarecontext-aware-structured-outputscrewaietletl-automationetl-frameworklangchain

Quick Facts

Stars193
Forks24
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score65/100
Open Issues1
Last Updated2026-07-14
Created2024-07-11
Platformsbrowser, python
Est. Tokens~14k

About open-extract

open-extract Features • What is a Schema? • Use Cases • Getting Started • Documentation open-extract simplifies the ingestion and processing of unstructured data for those building AI Agents/Agentic Workflows using frameworks such as LangGraph, AG2, and CrewAI.

Compatible Skills

These tools work well together with open-extract for enhanced workflows:

  • erag — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (53%)
  • mcp-server — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
  • exstruct — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
  • airbyte-agent-connectors — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (51%)

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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