Skip to main content

Local CLI + MCP server: set your project's doctrine once, every connected AI agent inherits it.

Project description

Nauro

A decision system for agentic engineering.

Catch the moment an agent re-proposes something you already ruled out. Your project's decisions, including what you chose and what you ruled out, travel with every connected agent. When an agent proposes an approach, Nauro surfaces the past decisions related to it, so the agent sees the prior reasoning before it writes code. The check is advisory: it never blocks, and you approve anything that gets recorded. Works with Claude, Perplexity, ChatGPT, Cursor, and any MCP client.

Install

uv tool install nauro     # uv fetches its own Python — nothing else needed

No uv? Install it with curl -LsSf https://astral.sh/uv/install.sh | sh (macOS/Linux) or the PowerShell line on Windows. Already on Python 3.10+? pipx install nauro (or pip install nauro) works too.

Quickstart

Catch a conflict in about 30 seconds. No account, MCP wiring, or restart required:

mkdir -p /tmp/nauro-demo && cd /tmp/nauro-demo
nauro init --demo
nauro check-decision "Add a WebSocket endpoint for live task updates"

You'll see a JSON envelope with the related decisions and a deterministic assessment, e.g.:

{
  "store": "local",
  "related_decisions": [
    {
      "id": "decision-004",
      "title": "SSE over WebSocket for live task updates",
      "score": 5.015,
      "status": "active",
      "date": "2026-03-15",
      "rationale_preview": "Server-Sent Events (SSE) for pushing live task updates..."
    }
  ],
  "assessment": "Found 5 related decisions. Top match: D004 \"SSE over WebSocket for live task updates\"..."
}

The demo project ruled out WebSocket because persistent connections weren't released during ECS rolling deploys. Without Nauro, a fresh agent has no record of that and would re-propose WebSocket.

For real-project setup (nauro init / nauro adopt), cross-surface access, MCP tool reference, and architecture details, see the main project README. Don't run nauro setup from /tmp/nauro-demo; that would wire the throwaway demo into your MCP client.

nauro adopt --with-subagents additionally installs Nauro's bundled Claude Code workflow subagents (@nauro-planner, @nauro-executor, @nauro-reviewer, @nauro-tech-lead) into ~/.claude/agents/. Off by default to avoid overwriting locally-customized files; pass --force-overwrite to replace customized files.

Why Nauro?

Nauro is decisional, not observational. It captures what you decided and what you ruled out, with the reasoning. When an agent proposes a change, a keyword search over those decisions surfaces the relevant ones, so the prior reasoning is in front of the agent at proposal time.

No model judges your decisions. The check uses deterministic keyword retrieval (BM25), is advisory, and never blocks a change. You approve every decision before it is recorded.

check_decision returns the related prior decisions (the related_decisions list shown above) so the agent can weigh them before proposing; Nauro ranks by keyword relevance and does not judge whether they conflict. When you record a choice with propose_decision, near-matches surface as advisory similar_decisions on the same call, and a clean proposal commits in one call. What you decide in one tool, every connected agent inherits; for example, a decision recorded in Claude Code is available later in Perplexity. The store is plain markdown in a folder you own. Run it fully locally with no account; cloud sync is opt-in.

Pricing

Free: unlimited local usage, unlimited projects, 5,000 remote MCP calls/month. See nauro.ai/pricing for hosted tiers.


Apache 2.0 license. Part of the nauro-ai/nauro monorepo.

Named for Peter Naur, whose 1985 paper Programming as Theory Building argued the real program is the theory in the programmer's mind, not the code. Every fresh agent session is the equivalent of losing that programmer.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

nauro-0.12.6.tar.gz (160.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

nauro-0.12.6-py3-none-any.whl (197.8 kB view details)

Uploaded Python 3

File details

Details for the file nauro-0.12.6.tar.gz.

File metadata

  • Download URL: nauro-0.12.6.tar.gz
  • Upload date:
  • Size: 160.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for nauro-0.12.6.tar.gz
Algorithm Hash digest
SHA256 5b306829ef36fa2f25eeb19720cd49e6985361b3a0b19a6291bd6af2e761f171
MD5 b066466661ab70be0b9879bf505d0c85
BLAKE2b-256 53ca6da4ee33130a234b7d51c1703bdc03347b985a9f4f8746f248a09c35ff90

See more details on using hashes here.

Provenance

The following attestation bundles were made for nauro-0.12.6.tar.gz:

Publisher: publish-nauro.yml on Nauro-AI/nauro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file nauro-0.12.6-py3-none-any.whl.

File metadata

  • Download URL: nauro-0.12.6-py3-none-any.whl
  • Upload date:
  • Size: 197.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for nauro-0.12.6-py3-none-any.whl
Algorithm Hash digest
SHA256 489f2a37165bc5376aab9c1bebef1fcbbbe5c2c5a3de49c8a703ee70391622c2
MD5 2a5ee24e849173c8e22c490b80e71de3
BLAKE2b-256 93ef6ee9af3558b97c1fddbc2cf5ead9fb394eb6bf3dd58f736eaab64334761b

See more details on using hashes here.

Provenance

The following attestation bundles were made for nauro-0.12.6-py3-none-any.whl:

Publisher: publish-nauro.yml on Nauro-AI/nauro

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page