Analytics tool showing how people use Model Context Protocol servers after installing them
Aclif
New· 6A framework for command-line tools that agents load only when needed, so connecting many services costs little context
TrustList summary
Aclif is a toolkit for writing command-line programs that AI agents run to reach SaaS platforms. Its argument is about what a tool integration costs in context before it is ever used. Each command is discoverable, but its definition loads only when an agent asks for it, so connecting many services adds little standing cost.
What Aclif does
- On-demand commands: definitions load only when requested, so a large API does not occupy the agent's context on every turn.
- One grammar: one command structure, one JSON output format and one error vocabulary across providers.
- Canonical names: a record is reached under one name whatever platform holds it.
- Introspection: an agent can read a command's schema, examples and safety metadata without running it.
- Embeddable runtime: the same commands run from a shell, inside a tool call or behind a gateway.
Who it works with
Developers building agent integrations with SaaS platforms who want one grammar across them.
Key facts
- Licence: MIT, with the source on GitHub.
- Publisher: Prompt One, Inc.
- Version: 1.3.0 at the time of listing.
Summary written by TrustList from the business's own published information, Oct 2026.
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Updated 9/19/2026
Aclif rankings
Aclif is ranked on 1 TrustList ranking at #5.
Every ranking orders its listings by their reviews, how complete the profile is and the Trust Score. Aclif has no reviews yet, 2 of the 10 profile details we look for and a Trust Score of 6. Where no listing on a page has been reviewed, the order follows the profiles alone.
Application development software · 1 ranking
- #5of 15Application development
Behind Bitrise Remote Dev Environments, ahead of Airuncode.
As of 2026-11-12. Organic ranks only; sponsored placements are never ranks. How TrustList ranks
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