SScrapling MCP (official)

Tested PyPI scrapling 0.5 with the [ai] extra, started as `scrapling mcp` (repo D4Vinci/Scrapling, 93,123 GitHub stars when tested; registry name io.github.D4Vinci/Scrapling). Its 16 tools listed without credentials. Real tool calls (no LLM, no credentials): make_request fetched https://example.com/ (HTTP 200, page text returned) and list_sessions returned no open sessions. The browser tools (browser_open, browser_fetch, browser_screenshot and others) need a Chromium/Camoufox download (`scrapling install`), which we skipped, so they were not called. Anti-bot/Cloudflare handling was not tested.
Tool-call test (2026-11-03, direct MCP stdio client, no LLM): pass. 2 of 2 calls passed: make_request fetched a public page and list_sessions answered. No credentials; browser tools not tested (no browser download). Evidence: local test run, Nov 3, 2026.

Transport (tested 2026-11-03): stdio

Tested version: 0.5 · tested 2026-11-03

Score 95/100 · Tools 16 · Token cost approx. 8,212 tokens · Compare · Last tested 2026-11-03 · Version tested 0.5 · Package scrapling · Repo D4Vinci/Scrapling

Summary: Scrapling MCP (official) completed an MCP handshake without credentials and exposed 16 tools.

Evidence summary

Handshake

pass

Tools listed

16

Context cost

approx. 8212 tokens, cl100k estimate (16 tools, measured 2026-11-11, version 0.5; an estimate) ranking · add up your servers' context cost

API key

No key needed for the tools we called

Tested

2026-11-03

Test results

Local-model readiness

Token cost (estimate): approx. 8212 tokens, cl100k estimate for 16 tools · about 100% of an 8k context. This is an estimate from our testing (counted with cl100k_base).

Small-model friendly (schema heuristic, not a model result): unknown.

What we tested and what we didn't

Methodology: how we test. A high score means it installs and responds, not that giving it access to your data carries no risk.

{
  "name": "scrapling",
  "version": "0.5",
  "registry": "pypi",
  "status": "working",
  "tested": "2026-11-03",
  "tools_count": 16,
  "deprecated": false,
  "archived": false,
  "tests": {
    "install": [
      "pass",
      20,
      "`uv pip install \"scrapling[ai]\"` (Python venv, Linux) succeeded in 4s."
    ],
    "handshake": [
      "pass",
      30,
      "MCP `initialize` + `tools/list` over stdio succeeded with no credentials; 16 tools listed in 1.4s."
    ],
    "maintenance": [
      "pass",
      25,
      "Repo pushed 0 days before test; 93,123 GitHub stars."
    ],
    "docs": [
      "partial",
      10,
      "README over 3,000 chars; install instructions present. Check of the package's own README (PyPI long_description (package README))."
    ],
    "license": [
      "pass",
      10,
      "BSD-3-Clause (OSI-approved)."
    ]
  }
}

Install

uvx scrapling mcpCopy

Pin the version we tested

uvx scrapling==0.5 mcpCopy

pip install scrapling==0.5Copy

tested 2026-11-03. Newer versions may differ and were not tested by us.

{
  "mcpServers": {
    "scrapling-mcp": {
      "command": "uvx",
      "args": [
        "scrapling==0.5",
        "mcp"
      ]
    }
  }
}

Tools listed

browser_actions, browser_evaluate, browser_extract, browser_fetch, browser_fetch_once, browser_load_state, browser_network_request, browser_network_requests, browser_open, browser_save_state, browser_screenshot, close_session, list_sessions, make_request, open_request_session, session_make_request

Tool history: captured Nov 11, 2026. All tool history.

Quick config

{
  "mcpServers": {
    "scrapling-mcp": {
      "command": "uvx",
      "args": [
        "scrapling",
        "mcp"
      ]
    }
  }
}

Add to config Opens the config generator with this server selected.

{
  "mcpServers": {
    "scrapling-mcp": {
      "command": "uvx",
      "args": [
        "scrapling",
        "mcp"
      ]
    }
  }
}

FAQ

Is Scrapling MCP deprecated?

No. scrapling was not deprecated or archived when we last tested it on 2026-11-03.

What replaces Scrapling MCP?

Nothing; Scrapling MCP (official) is not deprecated as of 2026-11-03.

Does Scrapling MCP need an API key?

No. It completed an MCP handshake with no credentials and listed 16 tools.

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