ZBS Index What actually exists in applied AI, with the source next to it

mcp server

WebReaper

AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.

Description as published by the maintainer. Source

  • version 11.3.2
  • active
  • data extraction

active — Most recent push to the repository was 2026-07-11. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 142 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-07-11 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 3 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 11.3.2 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-06-28 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-06-28 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • ai.smithery/ScrapeGraphAI-scrapegraph-mcp — last commit 2026-07-17, shares scraping, webcrawler
    Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
  • io.alterlab/mcp-server — last commit 2026-08-05, shares crawler, scraper, scraping
    Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
  • Scrapling MCP Server — last commit 2026-08-06, shares crawler, scraping, webscraping
    Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
  • CogniRepo — last commit 2026-08-06, shares ai-agents-automation
    FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
  • Octoparse MCP Server — last commit 2026-07-28, shares webscraping
    Official Octoparse MCP server for template discovery, cloud tasks, and structured data export.
  • io.github.AliAkhtari78/spotifyscraper — last commit 2026-08-05, shares scraper
    Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
  • io.github.auxiliar-ai/auxiliar-mcp — archived, last commit 2026-07-11, shares crawler, scraping
    Eval-backed discovery for the auxiliar.ai gateway — the best web-access provider per job, measured.
  • ai.smithery/oxylabs-oxylabs-mcp — last commit 2026-06-08, shares scraping
    Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
  • ai.smithery/pinkpixel-dev-web-scout-mcp — last commit 2026-07-21, shares crawler
    Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
  • ai.smithery/serkan-ozal-driflyte-mcp-server — last commit 2025-10-02, shares crawler
    Discover available topics and explore up-to-date, topic-tagged web content. Search to surface the…

These share tags the maintainers applied themselves, such as scraping, webcrawler, crawler, scraper. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ai-agents-automation, claude-code, crawler, dotnet, firecrawl-alternative, llm, markdown, mcp, parser, parsing, scraper, scraping, scraping-api, scraping-web, scraping-websites, webcrawler, webscraping.

Bring your own setup

We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.

Join ZBS AI Practice Lab

Sources

  1. alex-on-ai/WebReaper on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.