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MCP server · Scraping

ByteCrawl

The focused-crawling MCP server for AI agents. Rank a whole site by your topic, read any page as clean Markdown, extract anything

39Low

Scored a month ago · breakdown

About ByteCrawl

ByteCrawl is an MCP server published by abrahamperz in the Scraping category: the focused-crawling MCP server for AI agents. Rank a whole site by your topic, read any page as clean Markdown, extract anything.

The repository has 12 stars and 0 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/abrahamperz/ByteCrawl

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

6 checks have not been run yet.

Releases

v1.4.0v1.4.0 · 11 Sep 2026Added A bot wall now says so.** When a site's protection refuses the fetch, the error names the wall instead of a bare `403 Client Error: Forbidden` — e.g. "Blocked by Cloudflare — tapology.com uses bot protection and refused this request…
v1.3.0v1.3.0 · 11 Sep 2026Changed CI is split into separate checks instead of one "test" job.** Lint (`ruff check`), format (`ruff format --check`), type check (`mypy`) and security (`bandit`) each run as their own top-level check alongside the unit-test matrix…
v1.2.2v1.2.2 · 10 Sep 2026Fixed `fetch_markdown` could leak raw JavaScript into its output.** On pages where the main-content extractor bails (ad-heavy listings, like tapology.com's rankings), the fallback converter kept `<script>` contents as loose text instead of…
v1.2.1v1.2.1 · 9 Sep 2026Wording, and one change to how the agent skill behaves. Nothing in the library changed — `pip install bytecrawl` gets the same code as 1.2.0. Changed The agent skill no longer instructs an agent to install it.** It opened by telling…
v1.2.0v1.2.0 · 9 Sep 2026Added `Page.selectors()` — extraction without having read the markup.** Writing an `extract()` call means knowing the classes on the page, and an agent connected over MCP could not: `fetch_markdown` strips exactly the classes and…
Questions

About ByteCrawl

How do I install ByteCrawl?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is ByteCrawl safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is ByteCrawl still maintained?

Yes — the latest release is v1.4.0 (11 Sep 2026), and the last commit was a month ago. The repository has 12 stars.