Generate a typed Python CLI from any OpenAPI 3.x spec in seconds. Nested request bodies become flat --flags automatically.
# Instead of this: curl -X POST /api/users -d '{"name": "John", "address": {"city": "NYC", "state": "NY"}}' # You get this: mycli users create --name John --address.city NYC --address.state NY
# Recommended: pipx (installs in isolated environment) pipx install openapi-cli-gen # Or with uv uv tool install openapi-cli-gen # Or in a virtual environment pip install openapi-cli-gen
Point at any public API — no setup, no files needed:
# Get a random cat fact openapi-cli-gen run --spec https://catfact.ninja/docs --base-url https://catfact.ninja \ facts get-random # Browse cat breeds as a table openapi-cli-gen run --spec https://catfact.ninja/docs --base-url https://catfact.ninja \ breeds get --limit 5 --output-format table
┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ breed ┃ country ┃ origin ┃ coat ┃ pattern ┃
┡━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ Abyssinian │ Ethiopia │ Natural/Stand… │ Short │ Ticked │
│ Aegean │ Greece │ Natural/Stand… │ Semi-long │ Bi- or tri-… │
│ American Curl │ United States │ Mutation │ Short/Long │ All │
└────────────────┴───────────────┴────────────────┴────────────┴───────────────┘
# Inspect any spec to see what commands you'd get
openapi-cli-gen inspect --spec https://petstore3.swagger.io/api/v3/openapi.jsonopenapi-cli-gen generate --spec https://api.example.com/openapi.json --name mycli cd mycli && pip install -e . mycli users list mycli users create --name John --email [email protected] --address.city NYC
Ship it to your users: pip install mycli.
The core feature. Works at any depth:
--address.city NYC # depth 1 --ceo.name Bob --ceo.email [email protected] # depth 2 --retry.backoff.strategy exponential # depth 3 --tags admin --tags reviewer # arrays --environment JAVA_HOME=/usr/lib/jvm # dicts --role admin # enums (validated) --address '{"street": "123 Main", "city": "NYC"}' # JSON fallback
from openapi_cli_gen import build_cli app = build_cli(spec="openapi.yaml", name="mycli") app()
Or plug API commands into your existing CLI:
from openapi_cli_gen import build_command_group registry = build_command_group(spec="openapi.yaml", name="mycli")
Auto-configures from your spec's securitySchemes:
export MYCLI_TOKEN=sk-xxx # env var mycli users list --token sk-xxx # or flag (overrides env)
For APIs behind TLS with self-signed or internal certificates:
# Skip certificate verification export MYCLI_VERIFY_SSL=false # Or use a custom CA bundle export MYCLI_CA_CERT=/path/to/ca-bundle.pem # mTLS (client certificate) export MYCLI_CLIENT_CERT=/path/to/client.pem export MYCLI_CLIENT_KEY=/path/to/client-key.pem
The generate and run commands also accept --no-verify-ssl, --ca-cert, --client-cert, and --client-key flags.
Six ready-to-use CLI wrappers, each generated from its API's official OpenAPI spec. Install one and start using it instantly:
# OpenAI — every endpoint (chat, embeddings, images, audio, files, # vector stores, batch, fine-tuning, ...) as a typed subcommand pipx install openai-rest-cli export OPENAI_REST_CLI_TOKEN=sk-... openai-rest-cli chat create-completion --model gpt-4o-mini \ --messages '[{"role":"user","content":"Hi"}]'
# Qdrant — collections, points, search, snapshots, distributed pipx install qdrant-rest-cli qdrant-rest-cli collections get-collections qdrant-rest-cli search points --collection-name pets \ --vector '[0.1,0.2,0.3,0.4]' --limit 5 --with-payload true
# Meilisearch — indexes, documents, search, settings, tasks pipx install meilisearch-rest-cli meilisearch-rest-cli indexes list meilisearch-rest-cli documents replace --index-uid movies \ --root '[{"id":1,"title":"The Matrix"}]'
# Typesense — collections, documents, search (72 search flags typed) pipx install typesense-rest-cli export TYPESENSE_REST_CLI_API_KEY=xyz typesense-rest-cli documents search-collection --collection-name books \ -q programmer --query-by title,author
# AdGuard Home — filtering, clients, DHCP, rewrite, TLS, stats pipx install adguard-home-cli export ADGUARD_HOME_CLI_USERNAME=admin export ADGUARD_HOME_CLI_PASSWORD=xxx adguard-home-cli filtering add-url --name "OISD" --url "https://big.oisd.nl/" --no-whitelist
# Immich — ~250 subcommands across 36 groups including multipart upload pipx install immich-rest-cli export IMMICH_REST_CLI_TOKEN=your-key immich-rest-cli assets upload --asset-data photo.jpg \ --device-asset-id "id-1" --device-id "script" \ --file-created-at 2026-04-10T00:00:00.000Z \ --file-modified-at 2026-04-10T00:00:00.000Z --filename photo.jpg
Each wrapper's source README (install, auth, real verified commands) lives under wrappers/ in this monorepo.
| Wrapper | PyPI | Source |
|---|---|---|
| openai-rest-cli | pypi | wrappers/openai-rest-cli/ |
| qdrant-rest-cli | pypi | wrappers/qdrant-rest-cli/ |
| meilisearch-rest-cli | pypi | wrappers/meilisearch-rest-cli/ |
| typesense-rest-cli | pypi | wrappers/typesense-rest-cli/ |
| adguard-home-cli | pypi | wrappers/adguard-home-cli/ |
| immich-rest-cli | pypi | wrappers/immich-rest-cli/ |
36/36 regression tests passing across 6 live APIs. Full CRUD validated — not just reads.
| API | Type | Tests | Notes |
|---|---|---|---|
| OpenAI | AI/LLM | 8/8 | Models, Chat Completions, Embeddings, Images (DALL-E), Moderations, Files, Vector Stores |
| Qdrant (collections) | Vector DB | 7/7 | Service root, healthz, collections CRUD, exists |
| Qdrant Points | Vector DB | 7/7 | Upsert, get, scroll, count, query-points, cleanup — vector search with real similarity scores |
| Meilisearch | Search | 7/7 | Health, version, indexes, stats, tasks |
| Typesense | Search | 1/1 | Health verified live; documents index --root + search-collection -q ... verified via wrapper |
| GitHub | Public | 6/6 | Meta, licenses, users, rate limit, zen, octocat |
Real commands that work today:
# OpenAI Chat — one command, real GPT-4o-mini response openapi-cli-gen run --spec <openai-spec> chat create-completion \ --model gpt-4o-mini \ --messages '[{"role":"user","content":"Hello"}]' # Qdrant vector search — create collection, insert vectors, semantic search openapi-cli-gen run --spec <qdrant-spec> --base-url http://localhost:6333 \ collections create --collection-name pets \ --vectors '{"size": 4, "distance": "Cosine"}' openapi-cli-gen run --spec <qdrant-spec> --base-url http://localhost:6333 \ search query-points --collection-name pets \ --query '[0.1, 0.2, 0.3, 0.4]' --limit 5 # Meilisearch — add documents and search, verified against live 1.41 openapi-cli-gen run --spec <meili-spec> --base-url http://localhost:7700 \ documents replace --index-uid movies \ --root '[{"id":1,"title":"The Matrix"}]' # GitHub — public API, no auth needed openapi-cli-gen run --spec <github-spec> --base-url https://api.github.com \ users users/get-by-username --username torvalds
See CHANGELOG.md for the full list of bug fixes and improvements.
| Feature | openapi-cli-gen | specli | restish | Stainless |
|---|---|---|---|---|
| Nested model flattening | All depths | Scalars only | No | 2 levels |
| Generates distributable code | Yes | No | No | Yes |
| Runtime mode (no codegen) | Yes | Yes | Yes | No |
| Pluggable into existing CLI | Yes | No | No | No |
| Open source | Yes | Yes | Yes | No |
Early release. Core features work. Issues and feedback welcome.
MIT