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  1. Home
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  3. MCP Curiosity Engine
  4. README

MCP Curiosity Engine README

The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the MCP Curiosity Engine listing page.

Back to MCP Curiosity Engine View source on GitHub

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

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

Usage

Claude Code

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

Claude Desktop

Add to claude_desktop_config.json:

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

MCP Tools

ToolTierDescription
find_dormant_notesFreeList notes that are structurally dormant — low incoming wikilink count AND old mtime. These are the notes most at risk of being forgotten.
find_orphan_notesFreeList notes with zero incoming wikilinks — structurally isolated, the extreme case of dormancy.
suggest_replay_cycleProRun 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_bridgesProSurface 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_cutProPull 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:

server.ts
# 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/onetrueclaude-creator/mcp-curiosity-engine#pro-tier.

Requirements

  • Python 3.10+

License

MIT