SERVER

AI-First Scraper

Rank #51,044

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

Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.

2 versions

2 GitHub stars

by yubinkim444 (2 servers)View repository ↗

First listed

May 18, 2026

Last publish date

Aug 26, 2026

PURPOSE

What you can do with AI-First Scraper

AI-First Scraper is a Model Context Protocol (MCP) server published by yubinkim444. It ranks #51,044 of 168,415 active servers on MCP Toplist, and its repository has 2 GitHub stars. AI-First Scraper is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 2 tracked versions. It was first listed on May 18, 2026 and most recently updated on Aug 26, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What AI-First Scraper can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using AI-First Scraper

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

SCRAPER_URL · optional
SEARCH_URL · optional
AFS_TIMEOUT · optional

INSTALLATION AND FIRST TASK

Connect AI-First Scraper and confirm it works

Python package (PyPI)

claude mcp add ai-first-scraper-mcp -e "SCRAPER_URL=<your SCRAPER_URL>" -e "SEARCH_URL=<your SEARCH_URL>" -e "AFS_TIMEOUT=<your AFS_TIMEOUT>" -- uvx ai-first-scraper-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.ai-first-scraper-mcp]
command = "uvx"
args = ["ai-first-scraper-mcp"]

[mcp_servers.ai-first-scraper-mcp.env]
SCRAPER_URL = "<your SCRAPER_URL>"
SEARCH_URL = "<your SEARCH_URL>"
AFS_TIMEOUT = "<your AFS_TIMEOUT>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ai-first-scraper-mcp": {
      "command": "uvx",
      "args": [
        "ai-first-scraper-mcp"
      ],
      "env": {
        "SCRAPER_URL": "<your SCRAPER_URL>",
        "SEARCH_URL": "<your SEARCH_URL>",
        "AFS_TIMEOUT": "<your AFS_TIMEOUT>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ai-first-scraper-mcp": {
      "command": "uvx",
      "args": [
        "ai-first-scraper-mcp"
      ],
      "env": {
        "SCRAPER_URL": "<your SCRAPER_URL>",
        "SEARCH_URL": "<your SEARCH_URL>",
        "AFS_TIMEOUT": "<your AFS_TIMEOUT>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "ai-first-scraper-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ai-first-scraper-mcp"
      ],
      "env": {
        "SCRAPER_URL": "<your SCRAPER_URL>",
        "SEARCH_URL": "<your SEARCH_URL>",
        "AFS_TIMEOUT": "<your AFS_TIMEOUT>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ai-first-scraper-mcp": {
      "command": "uvx",
      "args": [
        "ai-first-scraper-mcp"
      ],
      "env": {
        "SCRAPER_URL": "<your SCRAPER_URL>",
        "SEARCH_URL": "<your SEARCH_URL>",
        "AFS_TIMEOUT": "<your AFS_TIMEOUT>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ai-first-scraper-mcp": {
      "command": "uvx",
      "args": [
        "ai-first-scraper-mcp"
      ],
      "env": {
        "SCRAPER_URL": "<your SCRAPER_URL>",
        "SEARCH_URL": "<your SEARCH_URL>",
        "AFS_TIMEOUT": "<your AFS_TIMEOUT>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by yubinkim444

Repo Memory#65,022

View all yubinkim444 servers →

No task-specific alternatives are catalogued for AI-First Scraperyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: May 18, 2026
Latest version published: Aug 26, 2026
Version history: 2 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Nov 4, 2026

Registry sightings

Glama ↗listed since May 19, 2026 · still listed
PulseMCP ↗listed since Jun 4, 2026 · still listed
Official MCP ↗listed since Jul 24, 2026 · still listed
mcp.so ↗listed since Aug 25, 2026 · still listed

Do you maintain AI-First Scraper? to correct or enrich this profile.

VERSIONS

Available versions (2)

Version	Published
1.0.2	Aug 26, 2026
1.0.1	May 19, 2026

STANDING

#51,044of 168,415 active serversTop 50%

Ranks ahead of 117,371 of 168,415 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.yubinkim444%2Fai-first-scraper-mcp.svg)](https://mcptoplist.com/server/io.github.yubinkim444%2Fai-first-scraper-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.yubinkim444%2Fai-first-scraper-mcp"><img src="https://mcptoplist.com/badge/io.github.yubinkim444%2Fai-first-scraper-mcp.svg" alt="MCP Toplist: Top 50% of 168,415" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains AI-First Scraper?: AI-First Scraper is maintained by yubinkim444, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
Is AI-First Scraper listed on the Official MCP Registry?: Yes — AI-First Scraper is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
How many versions does AI-First Scraper have?: MCP Toplist tracks 2 versions of AI-First Scraper, most recently published on Aug 26, 2026.
Where can I find the source code for AI-First Scraper?: The source code for AI-First Scraper is hosted at github.com/yubinkim444/ai-first-scraper-mcp.

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