generated: '2026-09-07'
method: searched
source: https://pypi.org/project/neuronto/
name: Neuronto CLIs
description: Two first-party command-line tools, both published on PyPI and documented
  in their package READMEs.
clis:
- name: neuronto
  install:
  - pip install neuronto
  version: 1.0.0
  description: Search the federated ARD index from the command line. Python 3.9+,
    no dependencies, no account or key required.
  commands:
  - command: neuronto "<task>"
    purpose: Search for an MCP server, skill, agent or API that can do a task.
  - command: neuronto tools "<task>"
    purpose: Search individual verified tools rather than whole servers.
  - command: neuronto stats
    purpose: What the index holds, measured.
  - command: neuronto dead
    purpose: Endpoints that stopped answering.
  flags: ['--limit N', '--kind mcp|api|skill|agent', '--local', '--json', '--key KEY']
- name: ard-publish
  install:
  - pip install ard-publish
  version: 1.2.1
  description: Build, validate and verify an ARD manifest for your own domain, and
    submit an MCP endpoint or domain for indexing. Includes a graded discoverability
    check (letter grade over manifest, advertisement paths, conformance, searchability
    and registry coverage).
  commands:
  - command: ard-publish init <domain>
    purpose: Scaffold a valid /.well-known/ard.json manifest.
  - command: ard-publish validate <file>
    purpose: Check a manifest locally.
  - command: ard-publish check <domain>
    purpose: Check a live domain's discoverability, graded.
  - command: ard-publish generate <domain>
    purpose: Build a manifest from what the domain already serves.
  - command: ard-publish submit <endpoint>
    purpose: Submit an MCP endpoint or domain to the index.