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Job URL Analyzer MCP Server

by subslink326
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# Job URL Analyzer API Documentation This document provides detailed information about the Job URL Analyzer MCP Server API endpoints. ## Base URL ``` http://localhost:8000 ``` ## Authentication Currently, the API does not require authentication. In production, you should implement proper authentication and authorization. ## Endpoints ### Health Check **GET** `/health` Check the health status of the service. **Response:** ```json { "status": "healthy", "version": "0.1.0", "timestamp": "2025-06-12T10:30:00Z" } ``` ### Metrics **GET** `/metrics` Prometheus metrics endpoint for monitoring. **Response:** ``` # HELP job_analyzer_requests_total Total number of analysis requests # TYPE job_analyzer_requests_total counter job_analyzer_requests_total{endpoint="analyze_job_url",method="POST",status_code="200"} 42 ... ``` ### Analyze Job URL **POST** `/analyze` Analyze a job URL and extract company information. **Request Body:** ```json { "url": "https://company.com/jobs/software-engineer", "include_enrichment": true, "force_refresh": false } ``` **Parameters:** - `url` (required): Job posting or company URL to analyze - `include_enrichment` (optional, default: true): Whether to include data enrichment from external providers - `force_refresh` (optional, default: false): Force re-analysis even if cached data exists **Response:** ```json { "profile_id": "123e4567-e89b-12d3-a456-426614174000", "source_url": "https://company.com/jobs/software-engineer", "company_profile": { "name": "TechCorp", "description": "Leading AI company building the future of automation", "industry": "Technology", "website": "https://techcorp.com", "employee_count": 150, "employee_count_range": "51-200", "funding_stage": "Series B", "total_funding": 25.0, "headquarters": "San Francisco, CA", "locations": ["San Francisco, CA", "New York, NY"], "tech_stack": ["Python", "React", "AWS", "PostgreSQL"], "benefits": ["Health insurance", "Remote work", "Stock options"], "culture_keywords": ["Innovative", "Fast-paced", "Collaborative"], "linkedin_url": "https://linkedin.com/company/techcorp", "twitter_url": "https://twitter.com/techcorp", "logo_url": "https://techcorp.com/logo.png", "founded_year": 2020 }, "completeness_score": 0.85, "confidence_score": 0.90, "analysis_timestamp": "2025-06-12T10:30:00Z", "processing_time_ms": 3450, "enrichment_sources": ["crunchbase"], "enrichment_errors": [], "markdown_report": "# TechCorp - Company Analysis Report\n\n*Generated on 2025-06-12 10:30:00 UTC*\n\n## Executive Summary\n\nTechCorp is a leading artificial intelligence company building the future of automation in the technology industry founded 5 years ago (2020) headquartered in San Francisco, CA..." } ``` ## Error Responses ### 422 Validation Error Returned when request data is invalid. ```json { "detail": [ { "loc": ["body", "url"], "msg": "invalid or missing URL scheme", "type": "value_error.url.scheme" } ] } ``` ### 500 Internal Server Error Returned when analysis fails. ```json { "detail": "Analysis failed: Failed to crawl any content from the provided URL" } ``` ## Data Models ### CompanyProfile | Field | Type | Description | |-------|------|-------------| | `name` | string | Company name | | `description` | string | Company description | | `industry` | string | Industry | | `website` | string | Company website URL | | `employee_count` | integer | Number of employees | | `employee_count_range` | string | Employee count range (e.g., "51-200") | | `funding_stage` | string | Funding stage (e.g., "Series B") | | `total_funding` | number | Total funding amount in millions | | `headquarters` | string | Headquarters location | | `locations` | array[string] | Office locations | | `tech_stack` | array[string] | Technology stack | | `benefits` | array[string] | Company benefits | | `culture_keywords` | array[string] | Culture keywords | | `linkedin_url` | string | LinkedIn company page URL | | `twitter_url` | string | Twitter profile URL | | `logo_url` | string | Company logo URL | | `founded_year` | integer | Year founded | ### AnalysisResponse | Field | Type | Description | |-------|------|-------------| | `profile_id` | UUID | Unique profile identifier | | `source_url` | string | Original URL analyzed | | `company_profile` | CompanyProfile | Extracted company profile | | `completeness_score` | number | Data completeness score (0-1) | | `confidence_score` | number | Extraction confidence score (0-1) | | `analysis_timestamp` | datetime | When the analysis was performed | | `processing_time_ms` | integer | Processing time in milliseconds | | `enrichment_sources` | array[string] | External data sources used | | `enrichment_errors` | array[string] | Errors during enrichment | | `markdown_report` | string | Markdown-formatted analysis report | ## Rate Limiting The API implements rate limiting to prevent abuse: - 10 requests per second per IP address - Burst allowance of 20 requests When rate limited, you'll receive a 429 status code. ## Examples ### Analyze a Job Posting ```bash curl -X POST "http://localhost:8000/analyze" \ -H "Content-Type: application/json" \ -d '{ "url": "https://careers.openai.com/jobs/software-engineer", "include_enrichment": true }' ``` ### Force Refresh Analysis ```bash curl -X POST "http://localhost:8000/analyze" \ -H "Content-Type: application/json" \ -d '{ "url": "https://careers.openai.com/jobs/software-engineer", "force_refresh": true }' ``` ### Analyze Without Enrichment ```bash curl -X POST "http://localhost:8000/analyze" \ -H "Content-Type: application/json" \ -d '{ "url": "https://careers.openai.com/jobs/software-engineer", "include_enrichment": false }' ``` ## Interactive Documentation When running the server, visit `/docs` for interactive API documentation powered by Swagger UI, or `/redoc` for ReDoc-style documentation.

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