aser: Lightweight, self-assembling AI Agent frame

by AmeNetwork · MCP Server · ★ 469

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

How to install aser

pip install aser
git clone https://github.com/AmeNetwork/aser.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 68/100

None of the 43 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 43 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.

a2a-protocolagentagentsaiai-agentai-memoryasererc8004llmmcp

Quick Facts

Stars469
Forks36
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score68/100
Open Issues4
Last Updated2026-10-30
Created2025-02-25
Platformsbrowser, mcp, python
Est. Tokens~14k

About aser

Aser Aser is a minimalist, modular, and versatile AI agent framework. You can assemble an agent with just a few lines of code. Twitter 中文 Installation Install from pypi: Or clone the repository: Set up environment variables Please refer to file, and create a file with your own settings. You don't need to configure all environment variables, just select the ones you use.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 43 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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