SecGPT: An Execution Isolation Architecture for LLM-Based Agentic Systems

by llm-platform-security · Agent Tool · ★ 124

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How to install SecGPT

git clone https://github.com/llm-platform-security/SecGPT

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 67/100

Flagged: sudo usage. 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.

aiai-agentschatgptgenaigenai-securitygptisolationlangchainllmllm-agent

Quick Facts

Stars124
Forks13
LanguagePython
CategoryAgent Tool
Quality Score67/100
Last Updated2025-01-31
Created2024-03-07
Platformspython
Est. Tokens~74k

About SecGPT

SecGPT (aka IsolateGPT) SecGPT, aka IsolateGPT, is an LLM-based system that secures the execution of LLM apps via isolation. The key idea behind SecGPT is to isolate the execution of apps and to allow interaction between apps and the system only through well-defined interfaces with user permission.

Compatible Skills

These tools work well together with SecGPT for enhanced workflows:

  • playbooks — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • agent-builder — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

SecGPT alternative? Top 6 similar tools

Looking for a SecGPT alternative? If you're comparing SecGPT with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • open-assistant-api by MLT-OSS · ⭐ 367

    The Open Assistant API is a ready-to-use, open-source, self-hosted agent/gpts orchestration creation framework

  • c4-genai-suite by codecentric · ⭐ 174

    [archived] c4 GenAI Suite

  • LiteMultiAgent by PathOnAIOrg · ⭐ 102

    The Library for LLM-based multi-agent applications

  • palico-ai by palico-ai · ⭐ 342

    Build, Improve Performance, and Productionize your LLM Application with an Integrated Framework

  • SimplerLLM by hassancs91 · ⭐ 219

    Python library for building with LLMs. One interface across 11 providers (OpenAI, Anthropic, Gemini, DeepSeek,

  • LiteWebAgent by PathOnAIOrg · ⭐ 152

    [NAACL2025] LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

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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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