paiml-mcp-agent-toolkit: Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic

by paiml · MCP Server · ★ 170

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How to install paiml-mcp-agent-toolkit

git clone https://github.com/paiml/paiml-mcp-agent-toolkit

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 76/100

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.

agenticcdenokotlinmcpmcp-serverpaimlpaiml-active-toolpmcppython

Quick Facts

Stars170
Forks30
LanguageRust
CategoryMCP Server
LicenseMIT
Quality Score76/100
Open Issues72
Last Updated2026-11-06
Created2025-05-25
Platformsmcp, rust
Est. Tokens~25k

About paiml-mcp-agent-toolkit

PMAT Zero-configuration AI context generation for any codebase Installation Documentation Table of Contents What is PMAT? Installation Usage Features Architecture What is PMAT? PMAT (Pragmatic Multi-language Agent Toolkit) provides everything needed to analyze code quality and generate AI-ready context: Context Generation - Deep analysis for Claude, GPT, and other LLMs Technical Debt Grading - A+

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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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