zvec — security grade SAFE, quality 64/100

Security audit verdict: SAFE · quality 64/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by alibaba · Agent Tool · ★ 16.0k

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

🔒 Is zvec safe to install? View the security audit →

About zvec

English | 中文 <img src="https://trendshift.io/api/badge/repositories/20830" alt="alibaba%2Fzvec | Trendshift" style="width: 250px; height:

agent-skillsdbembeddedfaissftsfulltext-searchhnswllm-memorylocalrag

Quick Facts

Stars16,030
Forks1,006
LanguageC++
CategoryAgent Tool
LicenseApache-2.0
Quality Score63.670024640297/100
Open Issues65
Last Updated2026-09-29
Created2025-12-05
Est. Tokens~18k

zvec alternative? Top 6 similar tools

Looking for a zvec alternative? If you're comparing zvec 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.

  • claude-context by zilliztech · ⭐ 12.5k

    Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

  • Vane by ItzCrazyKns · ⭐ 37.0k

    Vane is an AI-powered answering engine.

  • honcho by plastic-labs · ⭐ 7.0k

    Memory library for building stateful agents

  • hister by asciimoo · ⭐ 5.8k

    Your own search engine

  • code-graph-rag by vitali87 · ⭐ 5.2k

    The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI

  • awesome-claude-skills by ComposioHQ · ⭐ 75.3k

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular C++ Agent Tools

Frequently Asked Questions

What is zvec?

zvec is A lightweight, lightning-fast, in-process vector database. It is categorized as a Agent Tool with 16.0k GitHub stars.

What programming language is zvec written in?

zvec is primarily written in C++. It covers topics such as agent-skills, db, embedded.

How do I install or use zvec?

You can find installation instructions and usage details in the zvec GitHub repository at github.com/alibaba/zvec. The project has 16.0k stars and 1006 forks, indicating an active community.

What license does zvec use?

zvec is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to zvec?

The top alternatives to zvec on Agent Skills Hub include claude-context, Vane, honcho. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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