Research Tools

Search Google, Bing, or Yandex for current information.

Parameters:

• query (required): Search query string
• engine: google (default), bing, or yandex
• cursor: Pagination cursor for next page

Best Practices:

• Use specific, targeted queries
• Include the current year for recent information
• Use Google for general searches, Bing/Yandex for alternatives

Example:

Query: "Flutter state management best practices 2025"
Engine: google

2. Scrape as Markdown (mcp__brightdata__scrape_as_markdown)

Extract full content from a webpage as markdown. Can bypass bot detection and CAPTCHAs.

Parameters:

• url (required): Full URL to scrape

When to Use:

• After finding a relevant URL from search results
• When you need detailed content from a specific page
• For reading documentation, articles, or tutorials

Example:

URL: "https://docs.flutter.dev/get-started/install"

3. Batch Search (mcp__brightdata__search_engine_batch)

Run multiple searches simultaneously for efficiency.

Parameters:

• queries (required): Array of query objects (max 10)
  • Each: {query: string, engine?: string, cursor?: string}

When to Use:

• Researching multiple related topics
• Comparing information across different search terms
• Gathering comprehensive context quickly

Example:

[
  {"query": "FSRS spaced repetition algorithm"},
  {"query": "Flutter audio playback best practices"},
  {"query": "Firestore pagination patterns"}
]

4. Batch Scrape (mcp__brightdata__scrape_batch)

Scrape multiple URLs simultaneously.

Parameters:

• urls (required): Array of URLs (max 10)

When to Use:

• After batch search identifies multiple relevant pages
• Comparing content across multiple sources
• Gathering comprehensive documentation

Context7 Tools

Context7 provides curated, up-to-date documentation for programming libraries and frameworks.

1. Resolve Library ID (mcp__context7__resolve-library-id)

Find the Context7 library ID before querying docs. Always call this first.

Parameters:

• libraryName (required): Name of the library (e.g., "react", "flutter", "firebase")
• query (required): What you're trying to accomplish (helps rank results)

Important:

• Call this BEFORE query-docs unless user provides explicit ID like /vercel/next.js
• Do not call more than 3 times per question
• Choose based on: name match, description relevance, code snippet count, reputation

Example:

libraryName: "flutter"