muninn — Cursor AI Agent
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    muninn

    muninn

    ravnltd February 24, 2026
    3 copies 0 downloads

    Persistent memory for AI coding agents. MCP server that gives Claude, Cursor, and Windsurf institutional knowledge across sessions

    Muninn

    npm License: AGPL-3.0 GitHub stars

    Your AI coding agent forgets everything between sessions. Muninn fixes that.

    npx muninn-ai

    Muninn gives AI coding agents persistent memory via MCP. Before every edit, the agent knows what's fragile, what decisions were made, and what broke last time. After every session, it writes back what it learned. Knowledge compounds automatically.

    Works with: Claude Code, Cursor, Windsurf, Continue.dev, and any MCP-compatible tool.

    The Problem

    AI coding agents are stateless. Every session starts from zero:

    • They break things — editing a critical file with no idea it's fragile
    • They contradict themselves — picking a different pattern than 3 sessions ago
    • They repeat mistakes — re-introducing bugs that were already fixed
    • They lose context — forgetting why something was done a certain way

    4 Tools

    Muninn exposes 4 tools to your AI agent:

    ToolPurpose
    recallPre-edit context — fragility, co-changers, related decisions, open issues, blast radius
    rememberRecord decisions and learnings — auto-categorized, searchable across sessions
    trackBug lifecycle — add when found, resolve when fixed, surface when relevant
    muninnEverything else — status, reindex, fragile files, decision outcomes

    What Compounds

    Muninn gets smarter with every session:

    • Fragility scoring — weighted composite of dependents, test coverage, change velocity, error history, complexity, and export surface
    • File correlations — tracks which files change together to predict co-changes and warn about missed updates
    • **Learn

    Tags

    ai-memoryai-toolsclaude-codecoding-agentcursormcpmcp-servermodel-context-protocolpersistent-memorysqlite

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