/**
 * AI-Powered Metadata Parser
 * Uses Claude Haiku to parse unstructured data and extract metadata
 */
import { RawMCPData } from '../scrapers/awesome-mcp-scraper.js';
export interface ParsedMetadata {
    displayName: string;
    description: string;
    category: string;
    tags: string[];
    installCommand?: string;
    transport?: 'stdio' | 'sse' | 'http';
    verified: boolean;
}
export declare class AIMetadataParser {
    private client;
    constructor();
    /**
     * Parse metadata from raw MCP data using AI
     */
    parseMetadata(rawMCP: RawMCPData, repoContent?: string): Promise<ParsedMetadata>;
    /**
     * Build prompt for AI parsing
     */
    private buildPrompt;
    /**
     * Fallback parser when AI fails (simple heuristics)
     */
    private fallbackParse;
    /**
     * Clean MCP name for display
     */
    private cleanName;
    /**
     * Extract tags from name and description
     */
    private extractTags;
    /**
     * Guess install command from repository
     */
    private guessInstallCommand;
    /**
     * Batch parse multiple MCPs
     */
    parseBatch(rawMCPs: RawMCPData[], concurrency?: number): Promise<Map<string, ParsedMetadata>>;
}
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