Air

io.github.10iiiPublished by GitHub account 10iiiv0.2.8Updated Oct 24, 2026

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

VerifiedSTDIODesktop onlyDeveloper Tools

Overview

AI-generated overview

Air is a local MCP server that compresses the output of common developer tools so an AI assistant reads less text from reads, greps, diffs, bash, tests, web and

What you can do
Compress output from file reads, grep and diff operations before the assistant sees it, reducing token volume while keeping the relevant lines.
When to use it
Useful when an assistant works through large files, long diffs, verbose test or bash output, or web and search results and context budget is tight.
Requirements
Runs as a local process on the user's machine via npx from the npm package @10iii/air-mcp-server; desktop only, no web executable. No authentication, environment variables or headers are declared.
Before you install
Compression is lossy by nature: details trimmed from tool output may be exactly what a later question needs, so verify important results against the original source. The manifest lists no tools, so the exact behavior is unconfirmed.

Installation

In SourceWeft

  1. Open Air in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.8LatestSep 16, 2026

Score

35% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts