web-fetch-mcp

A web-fetch MCP server for LLM agents that fails honestly — it raises FetchBlocked instead of silently handing your model a CAPTCHA or login page as if it were the article.

• PyPI: https://pypi.org/project/web-fetch-mcp/

• Source: https://github.com/Dutta-SD/web-fetch-mcp

• Install: pip install web-fetch-mcp

Naive fetchers poison an agent's context: when a site returns a JavaScript interstitial or a login wall with HTTP 200, the agent reads the challenge page as if it were content and reasons from garbage. web-fetch-mcp detects that and either escalates to a stronger strategy or fails loudly.

Status: early / alpha. The escalation logic and helpers are unit-tested, but real-world bypass rates are not yet benchmarked — see assets/benchmarks.md and the roadmap in TODO.md.

How it works

A cheapest-first escalation ladder. Each tier targets a different layer of bot-detection, and the server only pays for the expensive ones when it has to:

Every tier's output is checked for hard blocks (403/429/503) and soft blocks (HTTP-200 challenge or login bodies served in place of content). Transient failures retry with exponential backoff + jitter (honoring Retry-After) before escalating. If everything is blocked, it raises FetchBlocked with a remedy hint — it never returns a block page as content.

Escalation path (mode="auto")

Each tier runs through with_retry (exponential backoff + jitter, honoring Retry-After) before the chain escalates. Tier 1 must clear the strict check (not blocked and not an unrendered SPA shell); Tiers 2–3 only need to be not-blocked. The single-tier modes (static/dynamic/stealth) run exactly one box and skip the chain.

Related MCP server: mcp-fetch-node

Tools

• fetch — retrieve a page as markdown / text / html / article (main-content extraction via trafilatura). Non-HTML URLs are auto-handled: JSON is pretty-printed, PDFs are text-extracted, images return a note to use screenshot.

• screenshot — render a page in real Chrome and return a PNG.

Architecture

A layered package (src/web_fetch_mcp/), dependencies pointing inward:

controller  (FastMCP tools, lifespan)        controller/app.py
   -> service   (retry decorator, strategy registry, escalation, facade)
        -> accessor  (curl_cffi / Patchright / nodriver, BrowserManager)
             -> core   (models, config, detection, rendering, proxy, backoff)

• Strategy — the three tiers are interchangeable async (request) -> FetchResult callables in a registry (service/strategies.py).

• Chain of Responsibility (intent) — auto mode walks the tiers cheapest-first, escalating until one yields usable content (service/escalation.py).

• Decorator — with_retry adds exponential-backoff + Retry-After to any tier (service/retry.py), hand-rolled on the stdlib (no tenacity).

• Manager — BrowserManager owns one reused Chromium and closes it on the FastMCP lifespan shutdown (accessor/browser.py).

Quickstart

uv sync
uv pip install -e .        # installs the `web-fetch-mcp` console command
web-fetch-mcp              # run the stdio MCP server

Register it with any MCP-compatible client as a stdio server that runs the web-fetch-mcp command (or python -m web_fetch_mcp.controller.app).

fetch("https://example.com/article", output="article")   # clean main content
fetch("https://api.site/data.json")                       # pretty-printed JSON
fetch("https://spa.example.com", mode="dynamic")          # force a JS render

Responsible use

This tool is for fetching content you are authorized to access. You are solely responsible for complying with each site's Terms of Service, robots.txt, and applicable law. It honors Retry-After and backs off by default; please rate-limit responsibly. It does not solve CAPTCHAs or bypass authentication you do not hold. Provided as-is, without warranty.

License

Apache-2.0.