mcp-curiosity-engine

Surface the notes you forgot you wrote — DMN replay for markdown vaults.

Surface the notes you've forgotten you wrote. Uses wikilink graph structure + file mtime to identify dormant notes (low link-in count, old, isolated) and the DMN-inspired replay cycle pattern from cognitive neuroscience: sample dormant notes with bias (40% random / 30% least-linked / 30% orphaned), generate cross-domain bridge queries between them, and surface the unexpected connections. Breaks the confirmation-bias loop where you only revisit the notes you already remember.

Install

pip install mcp-curiosity-engine
# or
uvx mcp-curiosity-engine

Usage

Claude Code

claude mcp add mcp-curiosity-engine -- mcp-curiosity-engine

Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "curiosity_engine": {
      "command": "uvx",
      "args": ["mcp-curiosity-engine"]
    }
  }
}

MCP Tools

Tool	Tier	Description
`find_dormant_notes`	Free	List notes that are structurally dormant — low incoming wikilink count AND old mtime. These are the notes most at risk of being forgotten.
`find_orphan_notes`	Free	List notes with zero incoming wikilinks — structurally isolated, the extreme case of dormancy.
`suggest_replay_cycle`	Pro	Run the full DMN-inspired replay cycle: sample dormant notes with bias (40% random / 30% least-linked / 30% orphans), extract their concepts, generate cross-domain bridge queries between them, return notes to revisit. The core moat.
`find_cross_domain_bridges`	Pro	Surface pairs of notes from DIFFERENT top-level directories that share concepts. These are the surprise connections — ideas that span your vault's silos.
`random_deep_cut`	Pro	Pull a single random dormant note for serendipitous rediscovery. Think of it as your vault's shuffle-play button.

Pro tier

Unlocks the full DMN replay cycle, cross-domain bridge discovery, and random deep-cut sampling.

License activation — any one of these works:

# 1. Environment variable
export CURIOSITY_ENGINE_LICENSE="eyJhbGc..."

# 2. CLI flag
mcp-curiosity-engine --license-key "eyJhbGc..."

# 3. Config file
echo "eyJhbGc..." > ~/.mcp-curiosity-engine/license.jwt

Licenses are verified fully offline — no phone-home, no activation server. Get a license at https://github.com/ermintoygar/mcp-curiosity-engine#pro-tier.

Requirements

Python 3.10+

License

MIT