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Maibaamcrawler

@MABAAM

Repository

About Maibaamcrawler

MCP_crawlertool

#web-search#research#web-scraping#maibaam

Basic information

Category

Other

License

MIT

Runtime

python

Transports

stdio

Publisher

MABAAM

Submitted by

phimonic

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "research": {
      "command": "uvx",
      "args": [
        "mcp-research"
      ],
      "env": {
        "BRAVE_API_KEY": "",
        "OLLAMA_URL": ""
      }
    }
  }
}

Tools

3

Search the web using a 3-tier cascade (Brave → DuckDuckGo → scraper). Args: query: Search query string. max_results: Maximum number of results to return (1-20). summarize: If true and Ollama is available, summarize the results. auto_fetch_top: If true, also fetch the full content of the top result.

Fetch a URL, convert to markdown. SSRF-protected and cached. Args: url: The URL to fetch. summarize: If true and Ollama is available, include a summary. max_chars: Maximum characters of content to return.

Compound research: search → fetch top pages → summarize → synthesize. Args: query: The research question. depth: Research depth — "quick" (2 pages), "standard" (5 pages), or "deep" (10 pages). context: Optional context from prior research to inform synthesis.

Overview

What is Maibaamcrawler?

Maibaamcrawler is an MCP server that provides eight read-only tools for web research, academic paper retrieval, Twitter/X extraction, YouTube video analysis, and file ingestion. It integrates with the MCP stdio protocol to enable AI assistants to perform research tasks.

How to use Maibaamcrawler?

Install the mcp-research package via pip install mcp-research or run directly with uvx mcp-research. Configure environment variables like BRAVE_API_KEY and OLLAMA_URL, then add the server to your MCP client configuration (e.g., Claude Code or Claude Desktop). Use the CLI commands such as mcp-research search or mcp-research doctor for direct interaction.

Key features of Maibaamcrawler

  • Eight read-only tools for diverse research needs
  • Credential vault for institutional access to paywalled content
  • 3-tier web search cascade with Brave API, DuckDuckGo, and fallback
  • YouTube transcript extraction, AI summary, chapters, and quotes
  • Academic paper resolution via DOI, ArXiv, or PubMed
  • File ingestion from PDF, DOCX, XLSX, PPTX, audio, video

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