xiaoyaosearch — security grade SAFE, quality 62/100

Security audit verdict: SAFE · quality 62/100

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 dtsola · MCP Server · ★ 1.0k

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

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

About xiaoyaosearch

小遥搜索 XiaoyaoSearch English Version | 简体中文 📖 项目简介 小遥搜索是一款专为知识工作者、内容创作者和技术开发者设计的跨平台本地桌面应用(Windows/MacOS/Linux)。通过集成的AI模型,支持语音输入(30秒内)、文本输入、图片输入等多种方式,将用户的查询转换为语义进行智能搜索,实现对本地文件的深度检索。 ⭐️ 重要说明 本项目非商业使用完全免费,允许修改和分发(需保留版权声明和协议);商业目的需授权,详细见小遥搜索软件授权协议 本项目完全通过Vibe Coding实现,提供所有源码及开发文档(上下文)供大家交流学习 作者介绍 dtsola — IT架构师 | 一人公司实践者 🌐 个人站点  |  📺 B站  |  💬 微信:dtsola(技术交流 | 商务合作)               微信联系          开发者交流群          用户交流群 ✨ 核心特性 🎤 多模态输入:支持语音录音、文本输入、图片上传 🔍 深度检索:支持视频(mp4、avi)、音频(mp3、wav)、文档(txt、markdown、office、pdf)的内容和文件名搜索 🧠 AI增强:集成BGE-M3、FasterWhisper、CN-CLIP、OLLAMA等先进AI模型 ⚡ 高性能:基于Faiss向量搜索和Whoosh全文搜

agent-skillsai-searchdocument-searchfile-searchlocal-searchmcpmultimodal-ainatural-languageproductivitysemantic-search

Quick Facts

Stars1,038
Forks54
LanguagePython
CategoryMCP Server
Quality Score62.3144852954558/100
Last Updated2026-10-02
Created2025-11-11
Platformsmcp, python
Est. Tokens~16k

Compatible Skills

These tools work well together with xiaoyaosearch for enhanced workflows:

  • Flamehaven-Filesearch — semantic(0.41)+complementary+rare_topics+same_lang+shared_platform (58%)
  • relevanceai — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
  • AIWriteX — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
  • AI-Search-Hub — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)
  • redis-vl-python — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)

xiaoyaosearch alternative? Top 6 similar tools

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

  • Generative-Media-Skills by SamurAIGPT · ⭐ 4.3k

    Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video

  • stashbase by liliu-z · ⭐ 987

    An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your

  • mcp-local-rag by shinpr · ⭐ 412

    Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP o

  • knowledge-rag by lyonzin · ⭐ 290

    Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools,

  • basic-memory by basicmachines-co · ⭐ 4.1k

    AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: htt

  • Claude-Code-Everything-You-Need-to-Know by wesammustafa · ⭐ 3.3k

    Claude Code guide in three levels, with hands-on lessons, checked exercises and cited facts. Independent commu

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Frequently Asked Questions

What is xiaoyaosearch?

xiaoyaosearch is 小遥搜索,听懂你的话、看懂你的图,用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.. It is categorized as a MCP Server with 1.0k GitHub stars.

What programming language is xiaoyaosearch written in?

xiaoyaosearch is primarily written in Python. It covers topics such as agent-skills, ai-search, document-search.

How do I install or use xiaoyaosearch?

You can find installation instructions and usage details in the xiaoyaosearch GitHub repository at github.com/dtsola/xiaoyaosearch. The project has 1.0k stars and 54 forks, indicating an active community.

What are the best alternatives to xiaoyaosearch?

The top alternatives to xiaoyaosearch on Agent Skills Hub include Generative-Media-Skills, stashbase, mcp-local-rag. 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:

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