io.github.10iii/air

MCPcommunity
v0.2.8io.github.10iiiUnknownUpdated 6mo agonpmGitHub

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more

AIR is a toolkit for optimizing tool outputs for AI consumption. The name is inspired by "accessibility retrofitting" - just as we retrofit infrastructure for accessibility, we need to retrofit developer tools for AI ergonomics. AI context windows are the scarcest resource. A 200K token window sounds large, but: A single output can consume 2000+ tokens A test report can eat 5000+ tokens 50-96% of…

Works in
ClaudeCursorCopilotGemini

Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
6mo agoLast update
Package
Authorio.github.10iii
LicenseUnknown
Version0.2.8
Sourcemcp-registry
npm@10iii/air-mcp-server
GitHub10iii/air
SBOMCycloneDX 1.6 ↓
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/20
→ Publisher: run `forge publish` from the package repo to claim ownership
—Ed25519 publish signature+0/5
→ Included automatically when the publisher runs `forge publish`
—Domain verification+0/5
→ Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }
—npm Trusted Publishing (Sigstore)+0/5
→ Publish from GitHub Actions with --provenance so the attestation binds this package to this repo
—npm maintainer match+0/5
→ Earned once your identity is verified above and that login is an npm maintainer of this package
✓CVE scan · clean+30/30
✓Static analysis · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
Dependencies✓ 60 resolved+ · none vulnerable
Tool surface12 tools · none privileged
Security scan✓ Cleanv0.2.8 · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

12 tools · none privileged
Statically extracted from the published packagev0.2.8 · 3mo ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

air_readNo description published

This tool published no description. Forge does not invent one.

air_bashNo description published

This tool published no description. Forge does not invent one.

air_editNo description published

This tool published no description. Forge does not invent one.

air_testNo description published

This tool published no description. Forge does not invent one.

air_grepNo description published

This tool published no description. Forge does not invent one.

air_webNo description published

This tool published no description. Forge does not invent one.

air_lsNo description published

This tool published no description. Forge does not invent one.

air_diffNo description published

This tool published no description. Forge does not invent one.

air_sessionNo description published

This tool published no description. Forge does not invent one.

air_apiNo description published

This tool published no description. Forge does not invent one.

air_searchNo description published

This tool published no description. Forge does not invent one.

air_mediaNo description published

This tool published no description. Forge does not invent one.

0 of 12 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

AIR is a toolkit for optimizing tool outputs for AI consumption. The name is inspired by "accessibility retrofitting" - just as we retrofit infrastructure for accessibility, we need to retrofit developer tools for AI ergonomics. AI context windows are the scarcest resource. A 200K token window sounds large, but: A single output can consume 2000+ tokens A test report can eat 5000+ tokens 50-96% of this is noise: progress bars, blank lines, redundant info The real cost isn't tokens - it's…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

12 tools · none privileged · observed by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

No dependency coverage

This package was last scanned before Forge began storing the resolved tree. The next scan will record it.