Clew: AI learning harness with interactive maps of topics and prerequisites

by miuuyy · MCP Server · ★ 205

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

How to install Clew

git clone https://github.com/miuuyy/Clew.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 66/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. 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.

ai-agentschatgptchatgpt-plugineducationknowledge-graphlearninglearning-harnesslearning-pathmcpobsidian

Quick Facts

Stars205
Forks20
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score66/100
Last Updated2026-10-26
Created2026-04-02
Platformsmcp, node
Est. Tokens~15k

About Clew

Clew Generate a learning map. Click any topic. Follow the thread. Clew is a local, AI-assisted workspace for studying through dependency graphs. Start from a goal, a rough topic dump, or an Obsidian vault; Clew turns it into a map of topics, prerequisites, resources, artifacts, and progress. The graph is the workspace.

Compatible Skills

These tools work well together with Clew for enhanced workflows:

  • agentic-ai-roadmap — semantic(0.34)+complementary+rare_topics+similar_pop (46%)
  • CopilotKit — semantic(0.16)+complementary+rare_topics+same_lang+shared_platform (45%)

Clew alternative? Top 6 similar tools

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

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    Lightweight Agent Workstation for Codex + Claude code + keke-agent — with dots, task scheduler, git worktree &

  • obsidian-mcp-server by cyanheads · ⭐ 699

    Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streama

  • octocode by Muvon · ⭐ 519

    Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in o

  • obsidian-mcp-plugin by aaronsb · ⭐ 468

    High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault acc

  • learn-faster-kit by hluaguo · ⭐ 400

    AI-powered learning coach with spaced repetition with Claude Code - master any knowledge faster with personali

  • agent-second-brain by smixs · ⭐ 367

    An always-on second brain you talk to. Voice notes in Telegram → typed, linked knowledge in your Obsidian vaul

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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:

View on GitHub → Browse MCP Server tools