Molio: A local-first personal knowledge layer for AI agents

by zhuzhaoyun · MCP Server · ★ 443

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

How to install Molio

git clone https://github.com/zhuzhaoyun/Molio.git && cd Molio
git clone https://github.com/zhuzhaoyun/Molio.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: CAUTION · quality 64/100

Flagged: sudo usage, install step in a code block runs a script from an untrusted host. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

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.

claude-codedeepseek-harnessdsh-pluginknowledge-managementllmwikilocal-firstmcpmcp-serverobsidianpi-package

Quick Facts

Stars443
Forks57
LanguageTypeScript
CategoryMCP Server
Quality Score64/100
Open Issues35
Last Updated2026-11-05
Created2026-06-04
Platformsbrowser, claude-code, mcp, node
Est. Tokens~17k

About Molio

📚 Molio Give AI your personal knowledge base. Local-first, and every byte stays yours. English · 中文 · 🌐 Official Website What you've accumulated isn't one kind of thing: experience and methods scattered across notes, documents, and chat logs — and also whole books, PDFs full of figures, piles of industry material. Most of it sits in a form AI can't read, so every conversation starts from zero.

Compatible Skills

These tools work well together with Molio for enhanced workflows:

  • scrivener-mcp — semantic(0.40)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)
  • novel-engine — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • remove-ai-flavor-writing-skill — semantic(0.54)+complementary+rare_topics+similar_pop+shared_platform (58%)

Molio alternative? Top 6 similar tools

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

  • memtrace-public by syncable-dev · ⭐ 511

    Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code ·

  • agentrq by agentrq · ⭐ 1.2k

    AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agent

  • wesight by freestylefly · ⭐ 933

    Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes Agent setup and cus

  • memorix by AVIDS2 · ⭐ 898

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Wi

  • comfyui-mcp by artokun · ⭐ 890

    Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

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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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