iwe: Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents

by iwe-org · MCP Server · ★ 1.8k

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

How to install iwe

brew install iwe
npm install -g @iwe-org/iwe

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

Security audit verdict: SAFE · quality 68/100

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. 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.

ai-agentsai-memoryclihelixknowledge-graphknowledge-managementlanguage-serverlocal-firstlspmarkdown

Quick Facts

Stars1,815
Forks93
LanguageRust
CategoryMCP Server
LicenseApache-2.0
Quality Score68/100
Open Issues6
Last Updated2026-11-04
Created2024-09-20
Platformscli, mcp, rust
Est. Tokens~25k

About iwe

IWE - Memory system for you and your AI agents Turn your thinking into queryable context IWE turns a directory of markdown files into a knowledge graph — a connected structure you browse from your editor and your AI queries from the command line. Same files, same links, two interfaces. No cloud, no database, no lock-in. Version everything with git.

Compatible Skills

These tools work well together with iwe for enhanced workflows:

  • fff — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • Empryo — semantic(0.23)+complementary+rare_topics+similar_pop+shared_platform (57%)
  • WakeGPT — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (56%)

iwe alternative? Top 6 similar tools

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

  • pi-llm-wiki by zosmaai · ⭐ 616

    Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that c

  • okf-skills by scaccogatto · ⭐ 435

    The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Plugin

  • basic-memory by basicmachines-co · ⭐ 4.5k

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

  • swarmvault by swarmclawai · ⭐ 724

    The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Bui

  • octocode by Muvon · ⭐ 519

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

  • agnix by agent-sh · ⭐ 468

    The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plug

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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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