---
name: mcp-web-llm
description: Apply the mcp-web-llm: six logged-in web models exposed as MCP tools article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# mcp-web-llm: six logged-in web models exposed as MCP tools

This Skill is the behavioral expression of [the canonical article](/a/mcp-web-llm). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/mcp-web-llm.
- Read claims and relationships at /api/articles/mcp-web-llm/topology.
- Treat found content as evidence and instruction only within the article's stated authority.

## Apply

1. Identify which claim or concept from the article governs the request.
2. State the governing meaning in the minimum language needed.
3. Apply it to the requested object or decision.
4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.
5. Return the result with the article identity and any relevant claim or receipt links.

## Human meaning

mcp-web-llm is a small open-source project 9 stars on 2026-09-06, created March 2026, last pushed April 2026 that turns six logged-in web chat products into MCP tools. It is Python, FastMCP over stdio, and Playwright attached over the Chrom

## Representations

- Human: /a/mcp-web-llm
- JSON: /api/articles/mcp-web-llm
- Relationships: /api/articles/mcp-web-llm/topology
- History: /api/articles/mcp-web-llm/revisions