pip install nouz-mcp
OBSIDIAN_ROOT=/path/to/vault nouz-mcp

cp config.template.yaml config.yaml

Copy-Item config.template.yaml config.yaml

git clone https://github.com/Semiotronika/NOUZ-MCP
cd NOUZ-MCP
pip install -r requirements.txt
cp config.template.yaml config.yaml
OBSIDIAN_ROOT=./vault python server.py

{
  "mcpServers": {
    "nouz": {
      "command": "nouz-mcp",
      "env": {
        "OBSIDIAN_ROOT": "/path/to/vault",
        "NOUZ_CONFIG": "/absolute/path/to/config.yaml",
        "EMBED_API_URL": "http://127.0.0.1:1234/v1"
      }
    }
  }
}

mode: prizma

etalons:
  - sign: S
    name: Systems Analysis
    text: >
      Methodology for analysing complex objects: feedback loops,
      emergent properties, self-regulation, bifurcation points.
      Cybernetics, synergetics, dissipative structures, catastrophe
      theory, autopoiesis — tools for understanding how the whole
      exceeds the sum of its parts. Not data and not code — a way
      of thinking about how parts form a whole and why systems
      behave non-linearly.
  - sign: D
    name: Data & Science
    text: >
      Physics and cosmology: from subatomic particles to the large-scale
      structure of the Universe. Lagrangians, curvature tensors, scattering
      cross-sections, quarks, bosons, fermions, plasma, vacuum fluctuations,
      cosmic microwave background, cosmological constant, decoherence.
      Pure science about the nature of matter, energy and spacetime.
  - sign: E
    name: Engineering
    text: >
      Software engineering, machine learning and infrastructure: writing
      and debugging code, deployment, containerisation, neural networks,
      inference, tokenisation, data serialisation, microservices, CI/CD,
      automated testing, refactoring, Git, Docker, Kubernetes, APIs.
      The practical discipline of building computational systems from
      architecture to production.

thresholds:
  sign_spread: 0.05
  confident_spread: 60.0
  pattern_second_sign_threshold: 30.0
  semantic_bridge_threshold: 0.55
  parent_link_threshold: 0.55

artifact_signs:
  - sign: n
    name: Note
    text: Short note, observation, fragment.
  - sign: c
    name: Concept
    text: Definition, concept, entity description.
  - sign: r
    name: Reference
    text: External source, documentation, link, citation.
  - sign: l
    name: Log
    text: Session log, chronology, dialogue record.
  - sign: u
    name: Update
    text: Update, release note, changelog entry.
  - sign: h
    name: Hypothesis
    text: Hypothesis, assumption, speculative idea.
  - sign: s
    name: Specification
    text: Technical specification, instruction, requirements.

=== Pairwise Cosine (raw) ===
S↔D: 0.5894    S↔E: 0.5862    D↔E: 0.6022

=== Pairwise Cosine (mean-centered) ===
S↔D: -0.5059   S↔E: -0.5117   D↔E: -0.4822

git clone https://github.com/Semiotronika/NOUZ-MCP
cd NOUZ-MCP
pip install -e .
python test_server.py