Scrapingant

com.mcparmoryPublished by mcparmory.comv1.0.1Updated Oct 24, 2026

Scrape webpages, handle JavaScript and CAPTCHA, extract structured data

The publisher's own server: Scrapingant

VerifiedSTDIODesktop onlyWeb Search & Scraping

Overview

AI-generated overview

A local MCP server that connects an assistant to the ScrapingAnt API to scrape webpages, handle JavaScript and CAPTCHA, and extract structured data.

What you can do
Scrape webpages through the ScrapingAnt API, including pages that need JavaScript rendering or CAPTCHA handling, and extract structured data from them. The package is generated from the upstream OpenAPI spec, so its tools mirror the API's endpoints, with request validation, retries and timeouts.
When to use it
Useful when an assistant needs to pull content or structured data from webpages that plain fetching cannot handle, such as JavaScript-heavy or CAPTCHA-protected sites.
Requirements
Runs locally as a stdio process, either via uvx from the PyPI package mcparmory-scrapingant or via the Docker image. The manifest declares no authentication or environment variables, but the README says each server's own README covers credential setup, so a ScrapingAnt API key is likely needed.
Before you install
Scraping third-party sites may conflict with their terms of service or robots rules, and requests go to the ScrapingAnt service. The manifest declares no credentials, yet the README indicates API keys are configured through environment variables; check the package's own README before installing.

Installation

In SourceWeft

  1. Open Scrapingant in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

[MCP Armory]

MCP Armory Registry

Production-ready MCP servers for popular APIs, generated by MCP Blacksmith.

[GitHub Stars] [License] [Servers] [Python 3.11+]

Servers · Install & Usage · Features · How it works · License

MCP servers that connect AI agents to real-world APIs. Each server is a standalone Python package — generated from the upstream OpenAPI spec using MCP Blacksmith and tested against the live API before release. Hosted on MCP Armory or run independently.

Servers

🧠 AI & Machine Learning   ElevenLabs · Linkup · Parallel · Perplexity AI · Ragie · Replicate

📊 Analytics   Ahrefs · Datadog · Google Analytics · Google Search Console · Linkly · Mixpanel · PostHog

⛓️ Blockchain & Crypto   Alchemy NFT

💼 CRM & Sales   Apollo

💬 Communication   Atlassian Confluence · Google Gmail · MailerSend · Mailtrap · Postmark · Resend · Slack

🗄️ Data & Databases   Enigma · Pinecone

🛠️ Developer Tools   AgentQL · Apify · Bitbucket · Bright Data · Browserbase · BuiltWith · Canvas · CircleCI · Codacy · Contentful Management · ConvertAPI · E2B · Firecrawl · GitHub · GitLab · LaunchDarkly · Postman · Scrapingant · Semrush AppCenter · Sentry

📄 Documents & Printing   PDF.co

🛒 E-commerce   Shopify Admin

💰 Finance   Alpha Vantage · Polygon · Ramp

👥 HR & Recruiting   BambooHR

☁️ Infrastructure   Globalping · Grafana · PagerDuty · Rootly · Runpod

⚖️ Legal & Compliance   NetLicensing

🗺️ Maps & Location   Google Maps Platform · IP2Location.io IP Geolocation · OpenCage Geocoding

📣 Marketing   Customer.io Journeys Track · Klaviyo

🎬 Media & Entertainment   Canva · Perigon

✅ Productivity   Airtable · Asana · Atlassian Jira · ClickUp · Figma · Google Sheets · Miro · Notion · Outline · Shortcut

🔍 Search   Algolia Search · Google Search

📦 Storage   Box · Files.com · Google Drive

📌 Other   Close

More servers are being added continuously.

Install & Usage

Every server is a standalone PyPI package (mcparmory-<server-name>). Each server's own README.md has full credential setup and configuration instructions.

bash
# With uvx (no install needed)uvx mcparmory-github
# With pippip install mcparmory-githubmcparmory-github

MCP client configuration (Claude Desktop, Cursor, Codex, Claude Code):

json
{  "mcpServers": {    "github": {      "command": "uvx",      "args": ["mcparmory-github"],      "env": {        "BEARER_TOKEN": "ghp_your_token_here"      }    }  }}

Features

Every server in this registry provides:

  • Full API coverage — all endpoints from the OpenAPI spec are exposed as MCP tools
  • Authentication — API key, Bearer token, Basic auth, OAuth2, JWT, OpenID Connect, and mutual TLS
  • Multi-auth — servers that support multiple auth methods let you configure whichever you prefer
  • Pydantic validation — request parameters are validated before sending to the API
  • Resilience — configurable retries with exponential backoff, connection pooling, and timeouts
  • Response sanitization — optional redaction of sensitive fields from API responses

How servers are generated

Servers are generated by MCP Blacksmith, an automated pipeline that:

  1. Parses an OpenAPI specification
  2. Transforms operations through LLM-driven passes (naming, parameter filtering, enhancement, classification)
  3. Generates a complete MCP server with auth, models, validation, and configuration
  4. Tests every tool against the live API using an autonomous agent
  5. Deploys passing servers to this registry

The generator targets Python 3.11+ and uses FastMCP as the MCP framework.

Contributing

Servers are auto-generated — don't edit server code directly. If you find an issue, open a GitHub Issue describing:

  • Broken or deprecated endpoints
  • Missing or incorrect parameters
  • Authentication problems
  • Incorrect request/response models

We'll re-generate the affected server with the fix. To request a new server, open an issue with a link to the API's OpenAPI spec or documentation.

License

Each generated server is released under the MIT License. The underlying APIs have their own terms of service — see individual server READMEs for details.

MCP Armory · MCP Blacksmith · Docs

Source: README.md at commit 04af6ce

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.0.1LatestSep 16, 2026

Score

40% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.

Other Scrapingant integrations

Scrapingant

com.scrapingantOfficial publisher

Fetches web pages through ScrapingAnt's cloud service and returns them as HTML, Markdown or plain text, with optional browser rendering and proxy choice.

Streamable HTTPWeb executable
Web Search & Scraping3 toolsOct 24, 2026

Scrapingant

Published by GitHub account pipeworx-io

Pipeworx gateway pack that lets an assistant scrape web pages through ScrapingAnt: raw HTML, clean Markdown, or AI-extracted structured fields.

Streamable HTTPWeb executable
Web Search & Scraping47 toolsNov 5, 2026