predictorlab: Self-hosted tabular ML that doesn't lie

by MarkIvor · MCP Server · ★ 67

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

How to install predictorlab

git clone https://github.com/MarkIvor/predictorlab.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 64/100

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.

automlcatboostconformal-predictioncounterfactual-explanationsdata-leakageduckdbexplainable-aifastapilightgbmmachine-learning

Quick Facts

Stars67
Forks1
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score64/100
Last Updated2026-11-04
Created2026-11-01
Platformsmcp, python
Est. Tokens~17k

About predictorlab

PredictorLab English | Русский Upload your data. Say what you want to predict. Get an honest model with a confidence interval, a profit-optimized threshold, and a REST API — in 5 minutes. PredictorLab is self-hosted tabular ML for analysts who need ML but don't have a DS team.

Compatible Skills

These tools work well together with predictorlab for enhanced workflows:

  • open-ace — semantic(0.17)+complementary+shared_fw(react)+same_lang+similar_pop+shared_platform (64%)
  • nexusdesk — semantic(0.16)+complementary+shared_fw(react)+same_lang+similar_pop+shared_platform (64%)
  • nexusdesk — semantic(0.16)+complementary+shared_fw(react)+same_lang+similar_pop+shared_platform (64%)

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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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