jentic-apitools-cli 0.0.0a5

Jentic Apitools CLI - Full-featured command-line interface independent of API

cli

Click-based command-line interface for Jentic API Tools, providing commands for analyzing, scoring, and importing OpenAPI specifications, as well as bulk repository operations.

Key Features

The CLI registers as the jentic-apitools entry point and provides seven commands. The analyze command runs validation diagnostics against an OpenAPI spec using multiple backends (Redocly, Spectral, custom rules, and optional LLM semantic analysis). The score command calculates the AI-readiness score using Jentic's 6-dimension framework. The import command processes a spec through the full import pipeline, producing scored and cataloged artifacts written to a directory or ZIP archive.

All three core commands accept input as a local file path, an HTTP(S) URL, or stdin (using - with optional --stdin-filepath). For analyze and score, output defaults to JSON on stdout and can be redirected to a file with --output. The import command always writes its artifacts to a directory (via --output) or to a ZIP archive (via --archive) and emits a summary JSON document to stdout. A --format text option provides human-readable output. The -q/--quiet flag, available on analyze, score, and import, suppresses log output so only command results appear on stdout, which is useful when piping to tools like jq.

The remaining commands handle batch repository operations: bulk-rescore iterates all specs in a local repository clone; recalculate-scores rebuilds the scores.json index; rebuild-scores-json and rebuild-apis-json rebuild catalog files.

LLM Configuration

The --enable-llm-analysis flag (on analyze, score, and import) and the bulk-rescore command (which always uses LLM) require credentials for the configured LLM provider. Set LLM_PROVIDER and LIGHT_LLM_PROVIDER (default: BEDROCK) and provide the corresponding API key:

Provider	Required environment variable
OPENAI	OPENAI_API_KEY or JENTIC_OPENAI_API_KEY
CLAUDE / ANTHROPIC	ANTHROPIC_API_KEY or JENTIC_ANTHROPIC_API_KEY
GEMINI	GEMINI_API_KEY or JENTIC_GEMINI_API_KEY
BEDROCK	AWS credentials via boto3 (IAM role or ~/.aws/credentials)

See .env.example for the full list of configuration options. The CLI validates credentials at startup and provides actionable error messages if they are missing.

Dependencies

Internal: jentic.apitools.common, jentic.apitools.analyze, jentic.apitools.pipelines, jentic.apitools.jobs. External: click, rich.

Installation

uv add cli
# The CLI is available as:
uv run jentic-apitools --help

Quick Start

# Analyze a local spec
uv run jentic-apitools analyze openapi.json

# Analyze with text output and fail on warnings
uv run jentic-apitools analyze openapi.json --format text --fail-on warn

# Score a spec from URL
uv run jentic-apitools score https://petstore3.swagger.io/api/v3/openapi.json

# Score with minimum threshold
uv run jentic-apitools score openapi.json --min-score 80

# Import from URL to directory
uv run jentic-apitools import https://example.com/openapi.json --output ./output --label example.com/api

# Import to ZIP archive
uv run jentic-apitools import openapi.json --archive output.zip

# Pipe from stdin
cat openapi.yaml | uv run jentic-apitools analyze - --stdin-filepath openapi.yaml
curl -s https://example.com/openapi.json | uv run jentic-apitools score -

analyze

The analyze command runs validation diagnostics against an OpenAPI specification.

uv run jentic-apitools analyze <SPEC> [--format json|text] [--output FILE] [--base-url URL] [--enable-llm-analysis] [--stdin-filepath PATH] [--fail-on error|warn|info|hint|none]

The SPEC argument accepts a local file path (relative or absolute), an HTTP(S) URL, or - for stdin. When using stdin, --stdin-filepath provides a virtual path for format detection.

Default output is JSON to stdout with a diagnostics array and summary counts. The --format text option produces a human-readable report. The --fail-on option causes exit code 2 if any diagnostic meets or exceeds the specified severity.

Options:

SPEC                         Local file path, URL, or - for stdin (required)
--format, -f TEXT            Output format: json or text (default: json)
--output, -o FILE            Write output to file instead of stdout
--base-url URL               Base URL for resolving references (default: spec URL)
--stdin-filepath PATH        Virtual filepath for stdin input (format detection)
--enable-llm-analysis        Enable LLM-based semantic analysis
--fail-on LEVEL              Exit code 2 if severity >= level (default: none)

score

The score command calculates the AI-readiness score for an OpenAPI specification.

uv run jentic-apitools score <SPEC> [--format json|text] [--output FILE] [--label LABEL] [--vendor VENDOR] [--api API] [--min-score N] [--enable-llm-analysis] [--include-diagnostics] [--skip-bundle] [--stdin-filepath PATH] [--original-url URL] [--api-id ID] [--api-version-id ID] [--canonical-source-url URL] [--canonical-artifacts-base-url URL] [--canonical-artifacts-base-url-ui URL]

Output is the full scorecard JSON by default. The --format text option shows a human-readable summary with overall score, grade, level, and per-dimension breakdowns. The --min-score option causes exit code 2 if the overall score is below the threshold.

Options:

SPEC                         Local file path, URL, or - for stdin (required)
--format, -f TEXT            Output format: json or text (default: json)
--output, -o FILE            Write output to file instead of stdout
--label TEXT                 Vendor/API label (mutually exclusive with --vendor)
--vendor TEXT                Vendor name, combined with --api to form label
--api TEXT                   API name (default: main, requires --vendor)
--min-score N                Exit code 2 if score < N
--enable-llm-analysis        Enable LLM-based semantic analysis
--include-diagnostics        Include diagnostics in score output
--skip-bundle                Skip bundling step
--stdin-filepath PATH        Virtual filepath for stdin input
--original-url URL           Original spec URL for provenance tracking
--api-id ID                  Logical API identifier
--api-version-id ID          Logical API version identifier
--canonical-source-url URL   Canonical source URL for metadata
--canonical-artifacts-base-url URL       Canonical base URL for raw artifacts
--canonical-artifacts-base-url-ui URL    Canonical base URL for UI artifact links

import

The import command processes an OpenAPI specification through the full import pipeline.

uv run jentic-apitools import <SPEC> (--output DIR | --archive FILE.zip) [--label LABEL] [--vendor VENDOR] [--api API] [--overwrite] [--enable-llm-analysis] [--skip-bundle] [--stdin-filepath PATH] [--original-url URL] [--api-id ID] [--api-version-id ID] [--canonical-source-url URL] [--canonical-artifacts-base-url URL] [--canonical-artifacts-base-url-ui URL]

Either --output DIR or --archive FILE.zip must be specified. With --output, artifacts are written to the directory. With --archive, they are packaged as a ZIP file. On success, a JSON manifest is written to stdout.

Options:

SPEC                         Local file path, URL, or - for stdin (required)
--output, -o DIR             Output directory for artifacts
--archive FILE.zip           Write artifacts as a ZIP archive
--label TEXT                 Vendor/API label (mutually exclusive with --vendor)
--vendor TEXT                Vendor name, combined with --api to form label
--api TEXT                   API name (default: main, requires --vendor)
--overwrite                  Overwrite existing output directory or archive
--enable-llm-analysis        Enable LLM-based semantic analysis
--skip-bundle                Skip bundling step
--stdin-filepath PATH        Virtual filepath for stdin input
--original-url URL           Original spec URL for provenance tracking
--api-id ID                  Logical API identifier
--api-version-id ID          Logical API version identifier
--canonical-source-url URL   Canonical source URL for metadata
--canonical-artifacts-base-url URL       Canonical base URL for raw artifacts
--canonical-artifacts-base-url-ui URL    Canonical base URL for UI artifact links

bulk-rescore

The bulk-rescore command rescores all OpenAPI specs in a local clone of a repository with the apis/openapi/<vendor>/<api>/<version>/openapi.json directory structure. It runs import_openapi for each spec, then copies the updated scorecard.json, diagnostics.json, and the diagnostics section of meta.json back into the local repo. When not in dry-run mode, the command also recalculates scores.json with all scores sorted by value in descending order.

Note: This command always uses LLM analysis. Ensure your LLM provider credentials are configured (see LLM Configuration).

uv run jentic-apitools bulk-rescore /path/to/jentic-public-apis
uv run jentic-apitools bulk-rescore /path/to/jentic-public-apis --max-iterations 2 --dry-run

Options:

LOCAL_REPO_PATH              Path to root of the local repo clone (required)
--github-repo-url TEXT       GitHub repository URL (default: https://github.com/jentic/jentic-public-apis)
--output-dir, -o PATH        Output directory for rescore results (default: __data__/rescore_<datetime>)
--github-repo-branch TEXT    GitHub repository branch (default: main)
--base-dir TEXT              Base directory for OpenAPI specs within the repo (default: apis/openapi)
--max-iterations INTEGER     Maximum number of APIs to process, useful for testing (default: no limit)
--dry-run                    Run without copying results to the local repo

recalculate-scores

Rebuilds scores.json from all scorecard.json files found under a local repository clone.

uv run jentic-apitools recalculate-scores /path/to/jentic-public-apis

Options:

LOCAL_REPO_PATH              Path to root of the local repo clone (required)
--base-dir TEXT              Base directory for OpenAPI specs within the repo (default: apis/openapi)

rebuild-scores-json

Rebuilds scores.json from all scorecard.json files with additional GitHub repo and branch configuration.

uv run jentic-apitools rebuild-scores-json /path/to/jentic-public-apis

rebuild-apis-json

Rebuilds the root apis.json catalog from all version-level apis.json files.

uv run jentic-apitools rebuild-apis-json /path/to/jentic-public-apis

Exit Codes

All commands use consistent exit codes: 0 for success, 1 for runtime or pipeline errors, and 2 for policy failures (triggered by --fail-on or --min-score thresholds).

Testing

uv run --package cli pytest packages/cli/tests -v