# io.github.10iii/air (npm · @10iii/air-mcp-server)

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

- Trust score: 58/100 (low)
- Change this week: +16
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `@10iii/air-mcp-server`: 58/100 (this document), [markdown](https://verifymcp.io/servers/10iii-air/10iii-air-mcp-server.md), [page](https://verifymcp.io/servers/10iii-air/10iii-air-mcp-server)

## Channel facts

- Registry: `npm`
- Package: `@10iii/air-mcp-server`
- Version: `0.2.8`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 87/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (166 of 171), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (166 of 171), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 128 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 37/100
  - AI-judged instruction clarity (poor).
  - Tool/resource definitions use about 743 tokens (~61/item across 12 items; 12 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add 10iii-air -- npx -y @10iii/air-mcp-server
```

### Codex

```bash
codex mcp add 10iii-air -- npx -y @10iii/air-mcp-server
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "10iii-air": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@10iii/air-mcp-server"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add 10iii-air --command npx --arg -y --arg @10iii/air-mcp-server
```

### Hermes

```yaml
mcp_servers:
  10iii-air:
    command: "npx"
    args: ["-y", "@10iii/air-mcp-server"]
```

### Other

```json
{
  "mcpServers": {
    "10iii-air": {
      "command": "npx",
      "args": [
        "-y",
        "@10iii/air-mcp-server"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 58, +4)

- [functional improvement] Stability: unverified → 0.27

### 2026-08-02 (score 54, +21)

- [security regression] Provenance: unverified → fail
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Install scripts: unverified → pass
- [security] Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window).
- [functional regression] Security disclosure: fail → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] License: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Schema quality: unverified → poor
- [functional] First check of Schema quality: unverified
- [functional] Licence: MIT

### 2026-08-01 (score 33, +9)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-31 (score 24, −18)

- [security regression] Malware scan: pass → unverified

### 2026-07-27 (score 42)

First indexed and scored.

## MCP tools (12)

### `air_read` (~71 tokens)

Read file content with AIR compression.

Input parameters:

- `content` (string, required)
- `fileName` (string)
- `lineNumbers` (boolean)
- `maxLines` (integer)
- `maxTokens` (integer)
- `mode` (string)
- `useTreeSitter` (boolean)

### `air_bash` (~45 tokens)

Compress terminal/command output.

Input parameters:

- `command` (string)
- `content` (string, required)
- `maxLines` (integer)
- `maxTokens` (integer)

### `air_edit` (~74 tokens)

Apply search/replace edits with AIR edit compression.

Input parameters:

- `content` (string, required)
- `dryRun` (boolean)
- `edits` (array, required)
- `enableFuzzyMatch` (boolean)
- `fileName` (string)
- `fuzzyThreshold` (number)
- `lineEnding` (string)

### `air_test` (~43 tokens)

Compress test runner output.

Input parameters:

- `content` (string, required)
- `maxLines` (integer)
- `maxTokens` (integer)
- `runner` (string)

### `air_grep` (~60 tokens)

Compress grep output.

Input parameters:

- `content` (string, required)
- `filesOnly` (boolean)
- `maxFiles` (integer)
- `maxLines` (integer)
- `maxTokens` (integer)
- `mergeDistance` (integer)

### `air_web` (~76 tokens)

Extract and compress article content from HTML.

Input parameters:

- `codeOnly` (boolean)
- `content` (string, required)
- `domSnapshot` (boolean)
- `format` (string)
- `maxLines` (integer)
- `maxTokens` (integer)
- `score` (boolean)
- `url` (string)

### `air_ls` (~53 tokens)

Compress directory listing output.

Input parameters:

- `content` (string, required)
- `groupByType` (boolean)
- `maxDepth` (integer)
- `maxLines` (integer)
- `maxTokens` (integer)

### `air_diff` (~43 tokens)

Compress git diff output.

Input parameters:

- `content` (string, required)
- `level` (string)
- `maxLines` (integer)
- `maxTokens` (integer)

### `air_session` (~54 tokens)

Compress AI chat session/conversation data.

Input parameters:

- `content` (string, required)
- `maxLines` (integer)
- `maxMessages` (integer)
- `maxTokens` (integer)
- `strategy` (string)

### `air_api` (~80 tokens)

Compress API/JSON response data.

Input parameters:

- `content` (string, required)
- `maxArrayLength` (integer)
- `maxDepth` (integer)
- `maxLines` (integer)
- `maxTokens` (integer)
- `removeDefaults` (boolean)
- `removeNulls` (boolean)
- `schemaFields` (array)

### `air_search` (~51 tokens)

Compress search engine results.

Input parameters:

- `content` (string, required)
- `maxLines` (integer)
- `maxResults` (integer)
- `maxTokens` (integer)
- `query` (string)

### `air_media` (~93 tokens)

Compress media transcripts (SRT/VTT/text subtitles).

Input parameters:

- `content` (string, required)
- `format` (string)
- `language` (string)
- `maxLines` (integer)
- `maxTokens` (integer)
- `mergeSpeakers` (boolean)
- `removeFillerWords` (boolean)
- `removeSpeakerLabels` (boolean)
- `removeTimestamps` (boolean)

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/10iii-air/10iii-air-mcp-server#diagnostics

## Score history

- 2026-08-03: 58
- 2026-08-02: 54
- 2026-08-01: 33
- 2026-07-31: 24
- 2026-07-30: 42
- 2026-07-28: 42
- 2026-07-27: 42

## Links

- npm package: https://www.npmjs.com/package/@10iii/air-mcp-server
- Socket report: https://socket.dev/npm/package/@10iii/air-mcp-server
- Repository: https://github.com/10iii/air
- Changelog RSS feed: https://verifymcp.io/servers/10iii-air/10iii-air-mcp-server/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/10iii-air/10iii-air-mcp-server/changelog.json
- HTML version of this page: https://verifymcp.io/servers/10iii-air/10iii-air-mcp-server