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I built a tool that turns any API into a CLI for agents

Details

External ID
47208636
Source
HN
Company
—
Product
I built a tool that turns any API into a CLI for agents
Website domain
instantcli.com
Launched
March 1, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.2853628536285363
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

TLDR; I built a tool that turns any API into a CLI designed for ai agents---Got tired of dealing with bloated context windows from MCP servers and skills that stuff entire API docs into the agent's contextCLIs fix this, agents run a single command to self-discover everything an API has to offerSo, built a tool to generate them for any api. All CLIs are written in Go, fast and lightweight, no dependenciesHelp text (via the --help flag) is the killer feature: all context for each command/endpoint/parameter is extracted directly from the user-facing API docs and enhanced with llms. It's bundled directly with the CLI and agents fetch only what they need at runtime. No context overhead, no fumbled API calls.Most APIs don't have a CLI yet. Can have Opus one-shot simple ones, but building a great one with cross-platform binaries, install scripts, detailed help text, and auto-updates takes time and is frustrating to repeat for every API. Maintaining it the API grows is a headacheGive InstantCLI any API docs url and it generates a production-ready CLI in minutes. It includes binaries + install scripts for all platforms, auto-updates as your API changes, docs-enhanced help text designed for agents, and hosting

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Agent / copilot
Audience
Developer
AI stance
AI feature
Project type
Hobby / open-source project
Normalized one-liner
turn any api into a cli for agents
Manually corrected
False

Could you build this?

Yes The service ingests an OpenAPI spec or scraped API docs, formats the endpoints, and uses LLM prompting to scaffold CLI code (e.g. using Go Cobra or Python Click) for automated download.

Discussion

9 comments analyzed.

Competitors mentioned: Readme documentation hosting, Postman documentation hosting, API2MCP

Concerns raised: MCP standard is messy, CLI tools not always better than APIs, Not every API needs a CLI interface

Feature requests: Support for Readme-hosted docs, Support for Postman-hosted docs

Competitors

Other products that read as similar to this one — 435 launches clear the similarity bar, closest 8 shown.

Attention rank: #342 of 436 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 120 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.