Crawly-MCP

Browser-backed web search and page fetch for local LLMs, exposed as MCP tools and a CLI.

The design history is tracked in docs/IMPLEMENTATION_PLAN.md.

Naming

Python distribution: crawly-mcp
Import package: crawly_mcp
CLI executable: crawly-cli
MCP server executable: crawly-mcp

Tools

search(provider, context) runs a browser-backed search on duckduckgo (default), google, or yandex and returns up to 5 organic result URLs.
fetch(urls) fetches 1..5 URLs and returns browser-rendered HTML with per-URL pages, errors, and truncated fields.

context is intentionally the search query string for caller compatibility.

Setup

uv sync
chromium --version

For host usage, crawly defaults to launching a system Chromium binary. If Chromium is installed in a non-standard location, set:

PLAYWRIGHT_CHROMIUM_EXECUTABLE=/path/to/chromium

To force Playwright-managed Chromium instead of a host browser:

PLAYWRIGHT_BROWSER_SOURCE=bundled

Usage

Run the CLI directly:

uv run crawly-cli search --context "python async playwright"
uv run crawly-cli fetch https://example.com

Run the MCP server over stdio:

uv run crawly-mcp

Expose HTTP transport instead of stdio:

uv run crawly-mcp --transport streamable-http --host 127.0.0.1 --port 8000

The MCP server also reads:

CRAWLY_HOST
CRAWLY_PORT

Container

The container image uses Playwright-managed Chromium and defaults to HTTP MCP on port 8000.

Build locally:

docker build -t crawly-mcp:local .

Run locally:

docker run --rm --init -p 8000:8000 crawly-mcp:local

Override the transport to stdio:

docker run --rm --init -i crawly-mcp:local crawly-mcp --transport stdio

The container defaults to:

PLAYWRIGHT_BROWSER_SOURCE=bundled
CRAWLY_HOST=0.0.0.0
CRAWLY_PORT=8000

The HTTP MCP endpoint is unauthenticated in v1. Deploy it behind localhost, a private network, or an auth/TLS reverse proxy.

Published images are intended to be:

ghcr.io/<owner>/crawly-mcp
<dockerhub-namespace>/crawly-mcp

The first GHCR publish may need a one-time manual visibility change to make the package public.

Design Notes

One shared browser per process, with a fresh incognito context per request.
PLAYWRIGHT_BROWSER_SOURCE=system uses a host Chromium binary.
PLAYWRIGHT_BROWSER_SOURCE=bundled uses Playwright-managed Chromium.
Global navigation concurrency cap of 3.
Timeouts: 15s per page, 20s total for search, 35s total for fetch.
SSRF guard: http/https only, no embedded credentials, blocks loopback/private/link-local/reserved IPs before navigation and on browser subrequests.
JavaScript challenge pages get a bounded 10s settle window; there is no CAPTCHA solving, stealth fingerprinting, or site-specific bypass logic.
HTML is capped at 1 MiB per URL; oversized responses are truncated and reported in truncated.
robots.txt is not consulted in v1.

Development

source .venv/bin/activate
ruff check .
pytest

Smoke checks:

rg -n "web-search|web_search_mcp" README.md AGENTS.md CHANGELOG.md pyproject.toml src tests
.venv/bin/python scripts/http_mcp_smoke.py --url http://127.0.0.1:8000/mcp

Parser tests run against saved HTML fixtures; selector drift is an expected maintenance cost.

web-search-mcp