BizClaw Business Directory MCP

Search for companies in the BizClaw business directory. Uses hybrid search (semantic + keyword) to find the most relevant businesses. Returns lightweight summaries to save tokens. Use get_company(id) for full details (contact, pricing, features, etc.). Args: query: Natural language search query (e.g. "CRM software for small businesses", "logistics companies in Izmir")

Get full details for a specific company by its ID. Returns the complete company profile including features, use cases, pricing, and contact info. Args: company_id: The UUID of the company (obtained from search results) Returns: Complete company profile dictionary, or an error if not found.

Ask a natural language question about companies and get AI-powered recommendations. Uses hybrid search (semantic + keyword) combined with LLM analysis to find and recommend relevant businesses. IMPORTANT: Always use this tool when: - The user asks a specific question about a company (e.g., "do they offer bargaining?", "what are their prices?", "do they deliver to X?") - The u

List all available business categories in BizClaw. Use these category names to filter search results. Returns: Dictionary with 'categories' list and 'total' count.

Look up a company by its website URL. Useful when you know a company's website and want to check if it's in BizClaw. Args: website_url: The company's website URL (e.g. "https://example.com" or "example.com") Returns: Company profile if found, or an error message.

Create a proposal/quote request to a verified company on behalf of a customer. Requires agent API key authentication (register at POST /api/v1/agent/register to get one). Args: api_key: Your agent API key (starts with 'bzcl_sk_') company_id: The UUID of the target company (must be verified) customer_email: Email of the end customer requesting the proposal

Create proposals to multiple companies at once (max 10). Same proposal is sent to each company. Args: api_key: Your agent API key (starts with 'bzcl_sk_') company_ids: List of company UUIDs (max 10, must be verified) customer_email: Email of the end customer customer_name: Name of the end customer description: What the customer needs pr

Get all proposals created by the current agent. Use this to check proposal status and company responses. Args: api_key: Your agent API key (starts with 'bzcl_sk_') status_filter: Optional filter: 'pending', 'approved', 'rejected', 'responded' limit: Max results (default 50, max 100) offset: Pagination offset (default 0) Returns: List of pr

Reply to a company's response on a proposal. Use this for back-and-forth negotiation. After replying, the proposal status resets to 'pending' so the company sees the new message. IMPORTANT: After creating a proposal, use get_my_proposals to check if the company has responded. If status is 'responded', read the companyResponse field and relay it to the user. If the user wants