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  1. Home
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  3. Context.dev
Context.dev

Context.dev Integration for AI Agents

Scrape, extract, and understand the web, plus identify any company from a domain, email, name, or transaction string. This MCP server exposes Context.dev's API for web scraping in multiple formats (raw HTML, Markdown, screenshots, images, sitemaps, and web search), schema-driven structured data extraction, design-system extraction (styleguides and fonts), and brand intelligence lookups. It's built for AI agents that read, summarize, or monitor web content, for enriching CRM, KYC, or fintech pipelines with company and brand data, and for extracting a competitor's design system or structured product and pricing data at scale.

v1.0.0661 calls13 toolsAPI KeyGitHubReport an issue
Open in ChatGPTChatGPT
Open in ClaudeClaude
Playground
VS CodeVS Code
Connected to Context.dev via MewCP.

Encrypted at rest, isolated from the model

Resolved from an AES-256-GCM vault at the moment of the call and attached to the request — the model never sees the secrets.

Try asking

Everything Context.dev can do

Tools13

scrape_html

read

Scrape a URL and return its raw HTML content. Supports web pages, PDFs, XML, JSON, Markdown, CSV, and SVG files.

scrape_markdown

read

Scrape a URL and return its content converted to clean, LLM-ready Markdown. Strips boilerplate and preserves headings, links, and structure.

scrape_screenshot

read

Capture a visual screenshot of a website. Provide either 'domain' for the homepage or 'direct_url' for a specific page. Returns a URL to the screenshot image.

scrape_images

read

Collect all images from a URL: img tags, SVGs, CSS backgrounds, video posters, and meta images. Returns each image's src, element type, and optional metadata.

crawl_sitemap

read

Discover all pages on a website by crawling its XML sitemaps. Returns a list of URLs up to maxLinks (default 10,000).

web_search

read

Search the web with a natural-language query. Optionally scrapes each result page to Markdown for deeper content. Returns ranked results with url, title, description, and relevance.

get_brand_by_domain

read

Retrieve rich brand data for a company domain: logos, colors, backdrops, description, social links, address, stock ticker, and industry classification.

get_brand_by_email

read

Retrieve brand data for the company associated with an email address. Returns an error for free (Gmail, Outlook) or disposable email addresses.

get_brand_by_name

read

Retrieve brand data for a company by its name. Useful when only the company name is known. Name must be 3–30 characters.

identify_brand_from_transaction

read

Identify a company from a bank transaction description or merchant string (e.g. 'AMZN*123456', 'UBER* EATS', 'SQ *COFFEE SHOP'). Returns full brand data.

extract_structured_data

read

Crawl a website and extract structured data conforming to a JSON Schema. Ideal for scraping product info, pricing tables, contact details, team pages, or any structured content. Up to 50 pages per call.

scrape_styleguide

read

Extract a website's design system: brand colors, typography (font families, sizes, weights), element spacing, shadows, button styles, and font CDN links.

scrape_fonts

read

Extract all font families used on a website along with usage statistics, CSS selectors, fallback fonts, and CDN asset links (Google Fonts or custom).

Missing a tool, or found a bug?

Context.dev MCP Server is open source. Tell the MewCP maintainers.

Open GitHub Issues

Connect Context.dev to your agent

One endpoint, the same key, whichever client you use.

Apps

SDKs

Claude Desktop

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json (Mac) · %APPDATA%\Claude\claude_desktop_config.json (Windows)

JSON
{
  "mcpServers": {
    "mewcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote@latest",
        "https://gateway.mewcp.com/personal/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer API_KEY"
      }
    }
  }
}

Replace API_KEY with your own key.

Already have an "mcpServers" section in your config? Just add the server entry inside it.

  1. 01Open Claude Desktop → Settings → Developer → "Edit Config"
  2. 02Paste the snippet inside the outer { } of the config file (merge with your existing "mcpServers" section if you have one)
  3. 03Save the file, then quit Claude Desktop completely and reopen it
  4. 04Start a new conversation — your tool will be available

One endpoint. Every service.

VS CodeAny agent
One Gateway

Firecrawl

API Key

Web Scrapper

No auth

Dice MCP

No auth

Context.dev

API Key

Discovery, routing, credentials, tool scoping and execution logs all happen at the gateway→connections stay ACTIVE with no work from you

Separate connections░░░░░░░░░░░░░░░░░░░░░░░░░░░░36 tool definitions ~3.6k tokensWith MewCP░░░░░░░░░░░░░░░░░░░░░░░░░░░░4 meta-tools ~1.6k tokens

Built for AI agents

Context.dev runs through a gateway that holds the credentials, scopes the access and records every call.

Managed credentials

  • Context.dev API keys are encrypted at rest and never shown again after you save them.
  • One credential per end user, not one shared key across your users.
  • Rotate a key without touching your agent's config.

Credentials stay out of context

  • Context.dev credentials are resolved at the gateway and attached to the outbound call.
  • The agent sees tool results, never a token.
  • Revoke an account and the next call stops working — no redeploy.

Scoped access, fully logged

  • Choose exactly which Context.dev tools an agent is allowed to call.
  • Every call is logged with its outcome, latency and which account it ran as.
  • Catalog changes are reviewed before they ship, so tool descriptions cannot shift under you.

One endpoint for every server

  • Reach Context.dev through the same MCP endpoint as the rest of your toolset.
  • Tools are discovered on demand, so 13 tools do not fill the context window.
  • Stateless: no sessions to keep alive and no reconnect logic.

Ready to connect Context.dev?

Managed auth, hosted MCP servers, and every Context.dev tool your agent needs.

Free to start.