{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-oxylabs","slug":"oxylabs","name":"Oxylabs","type":"mcp","url":"https://github.com/oxylabs/oxylabs-mcp","page_url":"https://unfragile.ai/oxylabs","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-oxylabs__cap_0","uri":"capability://search.retrieval.javascript.aware.universal.web.scraping.with.dynamic.rendering","name":"javascript-aware universal web scraping with dynamic rendering","description":"Scrapes any website by executing JavaScript in a headless browser environment before content extraction, enabling access to client-rendered content that static HTML scrapers cannot retrieve. Uses Oxylabs' distributed proxy infrastructure to render pages server-side, returning fully-executed DOM state rather than raw HTML. Supports configurable render timeouts and JavaScript execution policies to balance completeness vs latency.","intents":["I need to scrape a React/Vue/Angular SPA that loads content dynamically after page load","I want to extract data from a website that requires JavaScript execution to populate the DOM","I need to access rendered content from a site that uses client-side templating"],"best_for":["AI agents building real-time data pipelines from modern web applications","Developers integrating LLMs with SPA-heavy websites","Teams automating data collection from JavaScript-dependent content"],"limitations":["Rendering adds 2-5 second latency per request compared to static scraping","Cannot execute arbitrary JavaScript — limited to standard DOM rendering lifecycle","Render parameter set to 'html' or None; no granular JS execution control exposed"],"requires":["Oxylabs API credentials (username/password)","Active Oxylabs subscription with Web API access","MCP client supporting tool invocation (Claude, Cursor, or compatible)"],"input_types":["URL string (any valid HTTP/HTTPS endpoint)"],"output_types":["HTML string (fully rendered DOM)","Markdown (if parse=true)","Structured JSON (if parse=true with domain-specific parser)"],"categories":["search-retrieval","web-scraping"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_1","uri":"capability://search.retrieval.anti.bot.protection.bypass.via.web.unblocker","name":"anti-bot protection bypass via web unblocker","description":"Circumvents sophisticated anti-scraping defenses (Cloudflare, Akamai, DataDome, etc.) by routing requests through Oxylabs' Web Unblocker proxy network, which maintains residential IP pools and browser fingerprinting to appear as legitimate user traffic. Transparently handles CAPTCHA solving, IP rotation, and challenge page navigation without exposing these details to the caller.","intents":["I need to scrape a site protected by Cloudflare or similar anti-bot systems","I want to bypass rate limiting and IP blocking on a target website","I need to access content that blocks automated requests but allows residential IPs"],"best_for":["Developers scraping protected e-commerce or SaaS sites for competitive intelligence","AI agents needing access to geo-restricted or bot-protected content","Teams automating data collection from sites with aggressive anti-scraping measures"],"limitations":["Web Unblocker requests incur higher latency (5-10 seconds) due to proxy chain complexity","CAPTCHA solving success rate depends on Oxylabs' backend solver availability","Cannot bypass legal/contractual restrictions — only technical protections","No visibility into which specific protection was bypassed or how"],"requires":["Oxylabs API credentials with Web Unblocker module enabled","Premium Oxylabs subscription tier (Web Unblocker is not in free tier)","MCP client with tool invocation support"],"input_types":["URL string (protected website endpoint)"],"output_types":["HTML string (successfully bypassed content)","Error response if protection cannot be bypassed"],"categories":["search-retrieval","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_10","uri":"capability://safety.moderation.error.handling.and.resilience.with.detailed.diagnostics","name":"error handling and resilience with detailed diagnostics","description":"Implements comprehensive error handling for scraping failures, including network errors, authentication failures, parsing errors, and Oxylabs API errors. Returns detailed error messages and diagnostics to help diagnose issues (e.g., 'Cloudflare protection detected', 'CAPTCHA solving failed', 'Invalid URL format'). Includes retry logic for transient failures and graceful degradation when specific features (parsing, rendering) are unavailable.","intents":["I want to understand why a scraping request failed and how to fix it","I need to handle scraping errors gracefully in my AI agent without crashing","I want detailed diagnostics when a website cannot be scraped"],"best_for":["Developers building robust AI agents with web scraping","Teams debugging scraping failures in production","Builders creating user-facing tools that need to explain scraping errors"],"limitations":["Error messages are limited to what Oxylabs API returns — no custom error context","Retry logic is basic (fixed backoff) — no exponential backoff or adaptive retry strategies","No circuit breaker pattern — repeated failures to a site don't trigger fallback behavior","Error diagnostics are text-based; no structured error codes for programmatic handling"],"requires":["MCP client supporting error response handling","Oxylabs API credentials"],"input_types":["Scraping request (URL, parameters)"],"output_types":["Error response with message and diagnostic information"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_11","uri":"capability://automation.workflow.deployment.via.multiple.distribution.channels","name":"deployment via multiple distribution channels","description":"Supports deployment through multiple distribution methods: Smithery CLI (hosted MCP registry), uvx (Python package execution), npx (Node.js package execution), and local uv development setup. Each deployment method handles dependency installation, credential configuration, and MCP server startup differently, allowing flexibility in deployment environments (cloud, local, containerized).","intents":["I want to deploy Oxylabs MCP quickly without managing dependencies","I need to run Oxylabs MCP in a specific environment (cloud, local, Docker)","I want to use Oxylabs MCP with Claude or Cursor without complex setup"],"best_for":["Developers deploying Oxylabs MCP in diverse environments","Teams using Claude or Cursor and wanting quick Oxylabs integration","Builders creating containerized AI agent systems"],"limitations":["Different deployment methods have different dependency requirements (Python 3.9+, Node.js, etc.)","Smithery-hosted deployment adds latency (requests routed through Smithery infrastructure)","Local uv setup requires manual dependency management and credential configuration","No built-in scaling or load balancing — single-instance deployment only"],"requires":["Smithery CLI, uvx, npx, or uv installed (depending on deployment method)","Oxylabs API credentials","Python 3.9+ or Node.js 18+ (depending on deployment method)"],"input_types":["Deployment configuration (credentials, environment variables)"],"output_types":["Running MCP server instance"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_2","uri":"capability://search.retrieval.structured.google.search.results.extraction.with.parsing","name":"structured google search results extraction with parsing","description":"Scrapes Google Search results pages and parses them into structured JSON containing title, URL, snippet, and metadata for each result. Uses domain-specific parsing logic to extract search result elements from Google's HTML structure, handling pagination and result formatting variations. Integrates with Oxylabs' Web Unblocker to bypass Google's bot detection on search queries.","intents":["I want to get structured search results from Google for a query without using Google Search API","I need to extract SERP data (titles, URLs, snippets) for SEO analysis or competitive research","I want to programmatically retrieve search results for a keyword and parse them into JSON"],"best_for":["SEO tools and competitive intelligence platforms","AI agents performing web research without Google API quota limits","Developers building search aggregators or meta-search engines"],"limitations":["Google actively blocks automated search scraping — requires Web Unblocker, adding cost and latency","Parsing is brittle to Google's frequent HTML structure changes; may require periodic maintenance","Cannot access Google's Knowledge Graph, featured snippets, or ads data","Results are limited to visible SERP items (typically 10 per page); pagination requires multiple requests"],"requires":["Oxylabs API credentials with Web Unblocker enabled","Premium Oxylabs subscription","MCP client supporting tool invocation"],"input_types":["Search query string","Optional: geo-location parameter for location-specific results"],"output_types":["Structured JSON array with objects containing: title, url, snippet, position"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_3","uri":"capability://search.retrieval.amazon.product.search.results.parsing","name":"amazon product search results parsing","description":"Scrapes Amazon search results pages and extracts structured product data including ASIN, title, price, rating, and availability status. Uses specialized parsing logic to navigate Amazon's dynamic product listing HTML, handling sponsored results, pagination, and price formatting variations. Integrates Web Unblocker to bypass Amazon's anti-bot protections.","intents":["I need to extract product listings from Amazon search results for price monitoring or competitive analysis","I want to get structured product data (ASIN, title, price, rating) from Amazon search pages","I need to scrape Amazon search results for a category or keyword and parse into JSON"],"best_for":["Price comparison and monitoring tools","E-commerce competitive intelligence platforms","AI agents performing product research on Amazon"],"limitations":["Amazon aggressively blocks scrapers — Web Unblocker required, adding significant latency (5-10 seconds per request)","Parsing is fragile to Amazon's frequent HTML changes and A/B testing of result layouts","Cannot access real-time inventory or seller information beyond what's visible in search results","Sponsored results are included but not explicitly flagged as such"],"requires":["Oxylabs API credentials with Web Unblocker enabled","Premium Oxylabs subscription (Amazon Search Scraper is premium feature)","MCP client with tool invocation"],"input_types":["Search query string","Optional: category filter, sort order"],"output_types":["Structured JSON array with objects containing: asin, title, price, rating, availability"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_4","uri":"capability://search.retrieval.amazon.product.detail.page.extraction","name":"amazon product detail page extraction","description":"Scrapes individual Amazon product pages and extracts detailed product information including full description, specifications, images, reviews summary, and seller details. Uses specialized parsing to navigate Amazon's complex product page DOM structure, handling variations across product categories (books, electronics, clothing, etc.). Combines JavaScript rendering with domain-specific extraction logic.","intents":["I need to extract detailed product information from an Amazon product page (description, specs, reviews)","I want to monitor product details, pricing, and availability for a specific Amazon ASIN","I need to scrape product metadata from Amazon product pages for a catalog or comparison tool"],"best_for":["Product data aggregation and catalog management tools","Price and product monitoring services","AI agents performing detailed product research"],"limitations":["Amazon product pages are heavily JavaScript-dependent; rendering adds 3-5 second latency","Parsing is category-specific — specifications layout varies significantly between product types","Review data is limited to summary (count, average rating); full reviews require separate scraping","Images are extracted as URLs only; no image content itself is returned"],"requires":["Oxylabs API credentials with Web Unblocker and rendering enabled","Premium Oxylabs subscription","MCP client supporting tool invocation"],"input_types":["Amazon product URL or ASIN"],"output_types":["Structured JSON with: title, asin, price, rating, description, specifications, images (URLs), seller_info"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_5","uri":"capability://data.processing.analysis.html.to.markdown.content.transformation","name":"html-to-markdown content transformation","description":"Converts raw HTML content into readable Markdown format, removing unnecessary HTML elements, scripts, styles, and formatting noise while preserving semantic structure (headings, lists, links, emphasis). Applies heuristic-based cleaning to extract main content and convert it to Markdown syntax suitable for LLM consumption. Reduces token count compared to raw HTML while maintaining readability.","intents":["I want to convert scraped HTML into Markdown so LLMs can process it more efficiently","I need to clean up HTML content and extract the main article/content in readable format","I want to reduce token usage when feeding web content to language models"],"best_for":["AI agents processing web content for summarization or analysis","Developers building content pipelines that feed web data to LLMs","Teams optimizing token usage in LLM-based applications"],"limitations":["Markdown conversion is lossy — complex layouts, tables, and styling information is discarded","Heuristic-based content extraction may fail on non-standard page layouts","No support for advanced Markdown features (footnotes, citations); output is basic Markdown","Images are converted to Markdown image syntax but image content is not processed"],"requires":["HTML string input (from scraping or other source)","MCP client supporting tool invocation"],"input_types":["HTML string"],"output_types":["Markdown string"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_6","uri":"capability://data.processing.analysis.domain.specific.structured.data.extraction.with.parsing","name":"domain-specific structured data extraction with parsing","description":"Extracts and parses website content into structured JSON based on domain-specific extraction rules, identifying key entities (products, articles, listings, etc.) and their attributes from HTML. Uses pattern matching and heuristic-based parsing to recognize common content patterns (product listings, article metadata, pricing tables) and convert them to structured formats. Supports pre-built parsers for common domains (Amazon, Google, etc.) and generic extraction for unknown sites.","intents":["I want to extract structured data (products, prices, ratings) from a website and get JSON output","I need to parse a website and extract key entities and their attributes automatically","I want to convert unstructured web content into structured data for database ingestion"],"best_for":["Data pipeline builders extracting web content into databases","AI agents performing structured information extraction from websites","Teams automating data collection from multiple websites with varying structures"],"limitations":["Extraction accuracy depends on page structure consistency — fails on heavily customized layouts","No machine learning-based extraction — relies on pattern matching and heuristics","Pre-built parsers only available for popular domains; custom domains use generic extraction","Structured output schema is inferred from content; no schema validation or enforcement"],"requires":["URL to scrape with parse=true parameter","Oxylabs API credentials","MCP client supporting tool invocation"],"input_types":["URL string with parse=true flag"],"output_types":["Structured JSON with extracted entities and attributes"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_7","uri":"capability://search.retrieval.geo.location.aware.content.access","name":"geo-location-aware content access","description":"Accesses location-specific content versions by routing requests through proxy nodes in different geographic regions, enabling retrieval of geo-restricted content or location-specific pricing/availability. Supports specifying target country/region via parameters, with Oxylabs' proxy infrastructure automatically routing the request through an IP address in that location. Useful for accessing content blocked outside specific regions or retrieving localized pricing.","intents":["I need to access content that's only available in specific countries or regions","I want to scrape a website and get location-specific pricing or product availability","I need to retrieve geo-restricted content from a different country without VPN setup"],"best_for":["International price comparison and monitoring tools","Developers testing geo-blocking and localization features","AI agents researching location-specific content or pricing"],"limitations":["Geo-location spoofing may violate terms of service of target websites","Latency increases with geographic distance — requests routed through distant proxies add 2-3 seconds","Not all countries/regions are supported — availability depends on Oxylabs' proxy network coverage","Geo-location parameter is not explicitly documented in MCP interface; requires knowledge of Oxylabs API"],"requires":["Oxylabs API credentials with geo-location support","Oxylabs subscription tier supporting geo-location parameter","MCP client supporting tool invocation"],"input_types":["URL string","Geo-location parameter (country code or region)"],"output_types":["HTML string (location-specific content)","Markdown or structured JSON (if parse=true)"],"categories":["search-retrieval","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_8","uri":"capability://tool.use.integration.mcp.tool.invocation.with.fastmcp.server","name":"mcp tool invocation with fastmcp server","description":"Exposes web scraping capabilities through the Model Context Protocol (MCP) standard, allowing AI models (Claude, Cursor, etc.) to invoke scraping tools as native functions. Built on FastMCP framework, which handles MCP request/response serialization, tool schema definition, and error handling. Enables AI models to discover available scraping tools, understand their parameters, and invoke them with natural language intent.","intents":["I want Claude or Cursor to be able to scrape websites as part of its reasoning process","I need to expose web scraping as a tool that AI models can call autonomously","I want to integrate Oxylabs scraping into an AI agent's tool ecosystem"],"best_for":["Developers building AI agents that need web access","Teams integrating Oxylabs into Claude or Cursor workflows","Builders creating multi-tool AI systems with web scraping capabilities"],"limitations":["MCP is a relatively new standard — not all AI models/clients support it yet (Claude and Cursor do)","Tool invocation adds ~100-200ms overhead per request for MCP serialization/deserialization","No built-in rate limiting or quota management — relies on Oxylabs API limits","Tool schemas are auto-generated from Oxylabs API; complex parameters may not be fully exposed"],"requires":["MCP-compatible AI client (Claude, Cursor, or other MCP-supporting tool)","Oxylabs API credentials configured in MCP client","Python 3.9+ (MCP server runs on Python)"],"input_types":["Tool invocation requests from MCP client (JSON-RPC format)"],"output_types":["Tool response (HTML, Markdown, or structured JSON) serialized as MCP response"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-oxylabs__cap_9","uri":"capability://safety.moderation.credential.management.and.api.authentication","name":"credential management and api authentication","description":"Manages Oxylabs API credentials (username/password) securely within the MCP server, handling authentication to Oxylabs Web API and passing credentials transparently to all scraping requests. Supports credential configuration via environment variables or MCP client configuration, with credentials stored in memory during server runtime. Implements error handling for authentication failures and credential validation.","intents":["I want to configure Oxylabs credentials once and have all scraping requests authenticated automatically","I need to securely pass API credentials to the MCP server without exposing them in code","I want to validate that my Oxylabs credentials are correct before making scraping requests"],"best_for":["Developers deploying Oxylabs MCP in production environments","Teams managing multiple Oxylabs accounts or API keys","Builders integrating Oxylabs into secure AI agent systems"],"limitations":["Credentials are stored in memory — not persisted to disk or encrypted at rest","No support for credential rotation or expiration — credentials must be manually updated","Environment variable configuration is not encrypted — credentials visible in process environment","No audit logging of credential usage or API calls"],"requires":["Oxylabs API username and password","Environment variable configuration (OXYLABS_USERNAME, OXYLABS_PASSWORD) or MCP client config","Python 3.9+ runtime"],"input_types":["Credentials via environment variables or MCP client configuration"],"output_types":["Authentication status (success/failure)","Error messages for authentication failures"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":31,"verified":false,"data_access_risk":"high","permissions":["Oxylabs API credentials (username/password)","Active Oxylabs subscription with Web API access","MCP client supporting tool invocation (Claude, Cursor, or compatible)","Oxylabs API credentials with Web Unblocker module enabled","Premium Oxylabs subscription tier (Web Unblocker is not in free tier)","MCP client with tool invocation support","MCP client supporting error response handling","Oxylabs API credentials","Smithery CLI, uvx, npx, or uv installed (depending on deployment method)","Python 3.9+ or Node.js 18+ (depending on deployment method)"],"failure_modes":["Rendering adds 2-5 second latency per request compared to static scraping","Cannot execute arbitrary JavaScript — limited to standard DOM rendering lifecycle","Render parameter set to 'html' or None; no granular JS execution control exposed","Web Unblocker requests incur higher latency (5-10 seconds) due to proxy chain complexity","CAPTCHA solving success rate depends on Oxylabs' backend solver availability","Cannot bypass legal/contractual restrictions — only technical protections","No visibility into which specific protection was bypassed or how","Error messages are limited to what Oxylabs API returns — no custom error context","Retry logic is basic (fixed backoff) — no exponential backoff or adaptive retry strategies","No circuit breaker pattern — repeated failures to a site don't trigger fallback behavior","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.49,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.579Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=oxylabs","compare_url":"https://unfragile.ai/compare?artifact=oxylabs"}},"signature":"OxHBkNzeLEvwdZkwo446/7HykQfU67zMJ+FyMx3droIG0FWS9QN5DoU9HDzQPOZo/1YV/B4scsAC/pYTfNhjBw==","signedAt":"2026-06-22T22:03:05.526Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/oxylabs","artifact":"https://unfragile.ai/oxylabs","verify":"https://unfragile.ai/api/v1/verify?slug=oxylabs","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}