AI-First Scraper

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/yubinkim444-ai-first-scraper-mcp

About

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

2 read · 0 write · 0 delete · 1 not yet classified

Secrets

None asked for

Install scripts

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Runs as

Python package

Tools (3)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• fetch_page

  Fetch a single web page or PDF and return its main content as clean, ad-free Markdown — ready to drop into an LLM prompt. Args: url: A fully-qualified http(s) URL. max_tokens: Optional soft cap on the returned Markdown (whitespace tokens). When exceeded, the body is truncated and a `[...truncated]` marker is appended. Returns: The cleaned Markdown body of the page.

• fetch_pages_batch

  Fetch many web pages in parallel and return each one's clean Markdown. Use this whenever you need to read more than one URL at once — it is far faster than calling fetch_page in a loop because the upstream scraper handles the concurrency. Args: urls: Up to 25 URLs. max_tokens: Optional per-URL soft cap on the returned Markdown. Returns: A list of `{url, ok, data?, error?}` objects in the same order as the input URLs. `data` is `{title, word_count, markdown, links, ...}` on success; `error` contains the failure reason otherwise.

• search_web

  Run a web search and return the top-k result pages already converted to clean Markdown. Use this whenever you need fresh information from the public web — it combines search and read in one call. Args: q: The user's query (free text). k: How many results to fetch (1–10, default 5). max_tokens: Optional per-result soft cap on the returned Markdown. Returns: A list of `{url, title, snippet, ok, markdown, word_count, error?}` result objects. Use `title` and `snippet` to decide which results are worth citing, then drop the `markdown` field into your prompt.

Signals

Stars

2

Forks

0

Open issues

0

Weekly downloads

95

Last commit

Aug 26, 2026 (2 months ago)

Last release

Aug 26, 2026 (2 months ago)

Last package publish

Aug 26, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.yubinkim444/ai-first-scraper-mcp

Version

1.0.2

Auth

No auth

Packages

pypi ai-first-scraper-mcp

License

MIT

Repository

github.com/yubinkim444/ai-first-scraper-mcp

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql