Context.dev
Context.dev provides web scraping, extraction, brand intelligence, monitoring, and structured web data APIs for AI applications.
Integration
- Vendor
- Context.dev
- Category
- developer-tools
- Auth
- API_KEY
- Tools
- 11
- Composio slug
context_dev
Tools
- Extract Structured Web Data
Crawl relevant pages from a website and return data matching a caller-provided JSON Schema and extraction instructions. This is a higher-cost metered call; use SCRAPE_WEBPAGE_MARKDOWN when Markdown is sufficient. The verified one-page call
- Get Brand
Retrieve enriched brand identity, logos, colors, industry, and description using exactly one domain, name, work email, ticker, direct URL, or transaction descriptor. Use SEARCH_BRANDS for inexpensive discovery; this full enrichment normally
- Get Monitor Limits
Return the connected account's plan and current monitor usage versus its monitor limit.
- Get WebDB Usage
Return WebDB credit balance, period consumption, row count, storage, and per-collection usage for an optional time range.
- Get Website Styleguide
Extract a website's colors, typography, spacing, shadows, font assets, and common component styles from either a domain or one direct URL. A successful extraction normally consumes 10 Context.dev credits.
- List Batches
List and filter the connected account's asynchronous web batches from newest to oldest, returning one cursor-controlled page.
- List Monitors
List and filter the connected organization's web monitors, returning one cursor-controlled page.
- List WebDB Collections
List the connected account's WebDB collections and return one cursor-controlled page, including each collection's sources, extraction configuration, status, usage, and timestamps.
- Parse File
Convert an uploaded document, image, source file, or data file into LLM-usable Markdown.
- Scrape Webpage to Markdown
Render one public URL and return its main or CSS-selected content as Markdown. This free-tier tool does not perform paid browser actions. A successful scrape normally consumes one Context.dev credit.
- Search Brands
Prefix-search Context.dev's existing brand index by company name or domain and return up to 10 lightweight matches.
Setup
- Create or open a Switchy Project.
- Open Integrations and connect Context.dev.
- Authorise through api_key. Switchy stores the connection against your org.
- Everyone in the Project can now @-mention the Context.dev tools in chat.
What teammates see: by default, memories from Context.dev are scoped to the Project (PROJECT visibility) - you can mark any memory PRIVATE or share it ORG-wide.
Works well with
Top models
Compatibility data appears once enough Projects have used this MCP together with a given model.