# WordLift AI Audit

> WordLift AI Audit is a community-maintained WebMCP tool from WordLift. Anomity scores its risk at 40 out of 100 (medium).

- **Canonical URL:** https://catalog.anomity.ai/webmcp/wordlift-ai-audit
- **Kind:** WebMCP tool
- **Publisher:** WordLift
- **Trust level:** community
- **Risk score:** 40/100 (medium)
- **Website:** https://wordlift.io
- **Last updated:** 2026-09-02
- **JSON:** https://catalog.anomity.ai/api/entries/webmcp/wordlift-ai-audit

## Description

A live service that runs an agent-readiness review of a site — checking structure, machine-readable metadata, and how legible the page is to an AI agent — and exposes that review itself as WebMCP tools, so an agent can request the audit and read the findings without a human in the loop.

It is one of the few production services in the WebMCP ecosystem rather than a demonstration, which is why it is catalogued. It declares outbound network access and browser control. The data-flow question to ask before pointing it at anything sensitive is the usual one for hosted analysis tools: the URLs you submit, and whatever the crawler can reach from them, leave your perimeter.

## Why it scored 40

The score starts at the catalog's neutral base of 50 and moves only through the signals below. The formula is published at https://catalog.anomity.ai/about — there is no model and no hidden heuristic.

| Signal | Contribution | Severity | Evidence |
| --- | --- | --- | --- |
| Established community project | -10 | trust offset |  |

Clamped result: **40/100**, band **medium**.

## Capabilities

| Capability | Name | Security implication |
| --- | --- | --- |
| `browser:control` | Browser control | Drives a browser session. Combined with credential access can impersonate the user on web services. |
| `network:outbound` | Outbound network | Can make outbound network requests. Required for hosted model providers and remote APIs; also the path for data exfiltration if combined with read access. |

## Related WebMCP tools

- [Latch](https://catalog.anomity.ai/webmcp/latch-webmcp) — risk 40 (medium)
- [Model Context Tool Inspector](https://catalog.anomity.ai/webmcp/model-context-tool-inspector) — risk 40 (medium)
- [nekuda WebMCP Workbench](https://catalog.anomity.ai/webmcp/nekuda-webmcp-workbench) — risk 40 (medium)
- [WebMCP Bridge](https://catalog.anomity.ai/webmcp/webmcp-bridge) — risk 40 (medium)
- [WebMCP Evals](https://catalog.anomity.ai/webmcp/webmcp-evals) — risk 20 (low)
- [Codex Modeling Studio](https://catalog.anomity.ai/webmcp/codex-modeling-studio) — risk 10 (low)

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Source: Anomity Catalog (https://catalog.anomity.ai/). Scoring methodology: https://catalog.anomity.ai/about. Machine-readable index: https://catalog.anomity.ai/llms.txt · https://catalog.anomity.ai/openapi.json