datafoundry: Open-source AI workbench for data analysis, unifying data sources, knowledge, tools, and agent runtime

by datagallery-lab · Agent Tool · ★ 73

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

How to install datafoundry

git clone https://github.com/datagallery-lab/datafoundry.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 66/100

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.

ag-uiagent-runtimeaiai-agentsdata-analysisdata-sourcesdata-workbenchinkmastra

Quick Facts

Stars73
Forks15
LanguageTypeScript
CategoryAgent Tool
LicenseApache-2.0
Quality Score66/100
Last Updated2026-08-17
Created2026-06-18
Platformsnode
Est. Tokens~17k

About datafoundry

DataFoundry An enterprise-grade Data Agent workbench — it reads business definitions through unified semantics, runs complex multi-table, multi-step analysis inside read-only boundaries, and keeps every step auditable and replayable, turning one question into a trustworthy analysis.

Compatible Skills

These tools work well together with datafoundry for enhanced workflows:

  • alibabacloud-dataworks-mcp-server — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • ZizkaDB — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)

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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:

View on GitHub → Browse Agent Tool tools