Which integrations are available for this server?

Extract structured product data (title, price, rating, reviews, BSR, availability) from Amazon product pages via novada_scrape. Web search engine used by novada_search tool for performing searches. Extract repository data (stars, forks, issues, description, languages) from GitHub via novada_scrape. Extract reviews, ratings, and salary data from Glassdoor company pages via novada_scrape. Web search engine used by novada_search tool for performing searches. Extract profile data (posts, followers, engagement) from Instagram via novada_scrape. AI brand monitoring tool to check how Perplexity mentions your brand via novada_ai_monitor. Extract posts, scores, comments, and timestamps from Reddit subreddits via novada_scrape. Extract video stats, engagement, and profile data from TikTok via novada_scrape. Supported as a hard target for scraping with automatic anti-bot bypass via novada_scrape. Extract video titles, views, duration, and channel data from YouTube via novada_scrape. Extract property data (price, beds, baths, sqft, Zestimate) from Zillow via novada_scrape.

novada-mcp

Official

by NovadaLabs

Overview Schema Related Servers Score Discussions

TypeScript

Remote

novada

One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — in a single npx command.

npm version npm downloads License: MIT

The Problem

AI agents need web data but the tools are fragmented:

Tavily does search but can't scrape or proxy
Firecrawl does scrape but can't search or proxy
BrightData does everything but ships 69 tools that bloat your context window
Building it yourself means maintaining proxies, anti-bot bypass, retry logic, and 10 different APIs

Related MCP server: mcp-server-scraper

The Fix

npx novada-mcp

One server. One API key. Tools that cover every web data need an AI agent has:

Need	Tool	What it does
Find information	`novada_search`	Web search across Google, Bing, DuckDuckGo, Yandex, Yahoo
Read a page	`novada_extract`	Any URL → clean markdown, batch up to 10 in parallel
Deep research	`novada_research`	One call → parallel searches → dedup → cited multi-source report
Crawl a site	`novada_crawl`	BFS/DFS up to 20 pages with regex path filtering
Discover URLs	`novada_map`	Sitemap + BFS discovery without reading content
Platform data	`novada_scrape`	Amazon, LinkedIn, TikTok, GitHub, Zillow — 129 platforms
Monitor changes	`novada_monitor`	Track price/content/availability changes between checks
Verify claims	`novada_verify`	Parallel fact-checking against live web sources
Raw HTML	`novada_unblock`	JS render or full browser CDP for bot-protected pages
Browser automation	`novada_browser`	Navigate, click, type, fill forms, screenshot in cloud browser
Browser flows	`novada_browser_flow`	Multi-step browser automation sequences
Proxy credentials	`novada_proxy`	Residential, mobile, ISP, datacenter, static, dedicated — 195 countries
AI brand monitoring	`novada_ai_monitor`	Check how ChatGPT, Perplexity, Grok, Claude, Gemini mention your brand
Health check	`novada_health`	Check which API products are active on your key
Async scraping	`novada_scraper_submit`	Submit async scraping task → poll → retrieve results

What Makes This Different

novada_research is unique. No other MCP server turns one question into a cited multi-source report. It searches across Google, Bing, and DuckDuckGo in parallel, deduplicates, extracts full content from the top 5 sources, and synthesizes with citations. One tool call replaces an entire research workflow. Depth options: quick (3 queries), deep (5-6), comprehensive (8-10).

Auto-escalation handles anti-bot automatically. Static fetch → JS render → Browser CDP. Known hard targets (Amazon, LinkedIn, G2, Zillow, Glassdoor, Walmart, Instagram, TikTok, Shein) skip straight to the right method based on a 30+ domain registry. You never think about Cloudflare, DataDome, Kasada, or PerimeterX — the tool handles it.

Agent-first design (8.5/10 benchmark score). Every response includes agent_instruction with structured next-step guidance, source field (live/cache/wayback), structured errors with failure_class, cross-tool hints suggesting better alternatives, and a ## Agent Action block with machine-parseable status codes.

Quick Start

Get a key at novada.com
Add to your MCP client:

Claude Code:

claude mcp add novada -e NOVADA_API_KEY=your_key -- npx -y novada-mcp

Claude Desktop / Cursor / VS Code / Windsurf:

{
  "mcpServers": {
    "novada": {
      "command": "npx",
      "args": ["-y", "novada-mcp"],
      "env": { "NOVADA_API_KEY": "your_key" }
    }
  }
}

Try it:

novada_search({query: "Claude MCP tutorials", num: 5})
novada_research({question: "How do MCP servers work?", depth: "deep"})
novada_extract({url: "https://news.ycombinator.com", format: "markdown"})
novada_monitor({url: "https://amazon.com/dp/B09...", fields: ["price", "availability"]})

Tool Reference

Search & Research

Tool	Purpose	Key Params	Example
`novada_search`	Web search via 5 engines	`query`, `engine`, `num`, `time_range`, `include_domains`	`novada_search({query: "best API gateways 2026", engine: "google", num: 10})`
`novada_research`	Multi-source parallel research	`question`, `depth`, `focus`	`novada_research({question: "Kong vs Traefik vs APISIX", depth: "comprehensive", focus: "performance benchmarks"})`
`novada_verify`	Fact-check claims against web	`claim`	`novada_verify({claim: "GPT-5 was released in 2026"})`

Extract & Crawl

Tool	Purpose	Key Params	Example
`novada_extract`	Extract content from URL(s)	`url` (single or array), `format`, `render`, `fields`	`novada_extract({url: "https://example.com", fields: ["price", "rating"]})`
`novada_crawl`	Crawl multiple pages from a domain	`url`, `max_pages`, `strategy`, `select_paths`	`novada_crawl({url: "https://docs.example.com", max_pages: 10, select_paths: "/api/.*"})`
`novada_map`	Discover URLs on a site	`url`, `search`, `limit`	`novada_map({url: "https://example.com", search: "pricing"})`
`novada_monitor`	Detect page changes over time	`url`, `fields`	`novada_monitor({url: "https://amazon.com/dp/B09...", fields: ["price"]})`

Structured Platform Data

novada_scrape supports 129 platforms with structured data extraction. Returns clean tabular records, not raw HTML.

Platform	Operation Examples	Data Returned
Amazon	`amazon_product_keywords`, `amazon_product_asin`	Title, price, rating, reviews, BSR, availability
LinkedIn	`linkedin_company_information_url`, `linkedin_profile_url`	Company info, employee count, profile data
TikTok	`tiktok_posts_url`, `tiktok_profile_url`	Video stats, engagement, profile data
GitHub	`github_repository_repo-url`	Stars, forks, issues, description, languages
Reddit	`reddit_subreddit_posts`	Posts, scores, comments, timestamps
Zillow	`zillow_property_url`	Price, beds, baths, sqft, Zestimate
Glassdoor	`glassdoor_company_reviews_url`	Reviews, ratings, salary data
YouTube	`youtube_video_search_label`	Video titles, views, duration, channel
Instagram	`instagram_profile_url`	Posts, followers, engagement
Google Shopping	`google_shopping_search`	Products, prices, merchants

Full platform list: call novada_discover or read the novada://scraper-platforms MCP resource.

Proxy Network

Route your own HTTP requests through Novada's proxy infrastructure. 100M+ IPs across 195 countries.

Tool	Proxy Type	Best For
`novada_proxy_residential`	Real home ISP IPs	Anti-bot bypass, geo-restricted content
`novada_proxy_isp`	ISP-assigned IPs	Social media, ecommerce platforms
`novada_proxy_datacenter`	Datacenter IPs	High-volume, non-protected targets
`novada_proxy_mobile`	4G/5G mobile IPs	Mobile-targeted content, app APIs
`novada_proxy_static`	Dedicated static ISP IP	Account management, login flows
`novada_proxy_dedicated`	Exclusive datacenter IP	High-trust platforms, clean reputation

Each proxy tool returns connection credentials in url, env, or curl format. Params: country (ISO 2-letter), city (optional), session_id (for sticky sessions).

Browser Automation

Tool	Purpose	Example
`novada_browser`	Full browser interaction via CDP	`novada_browser({actions: [{type: "navigate", url: "..."}, {type: "click", selector: "#btn"}]})`
`novada_browser_flow`	Multi-step automation sequences	Click, scroll, wait, type, screenshot — up to 20 actions per call
`novada_unblock`	Raw rendered HTML from protected pages	`novada_unblock({url: "...", method: "browser"})`

Sessions persist across calls via session_id. Cookies, login state, and page context are maintained.

Use Cases

AI Agent Research & RAG Pipelines

novada_research({question: "What are the latest developments in quantum computing?", depth: "comprehensive"})

Returns a cited multi-source report. Feed directly into RAG vector stores or use as context for agent reasoning.

E-Commerce Price Monitoring

novada_monitor({url: "https://amazon.com/dp/B0XXXXXX", fields: ["price", "availability"]})

First call records baseline. Call again later — returns field-level diffs with percentage change (e.g., price: $999 → $899, ↓10%).

Competitive Intelligence

novada_scrape({platform: "amazon.com", operation: "amazon_product_keywords", params: {keyword: "wireless earbuds"}, limit: 20})

Get structured product data (price, rating, reviews, BSR) for competitive analysis across 129 platforms.

Lead Generation

novada_scrape({platform: "linkedin.com", operation: "linkedin_company_information_url", params: {url: "https://linkedin.com/company/..."}, limit: 1})

Extract company info, employee count, and industry data from LinkedIn company pages.

Content Extraction for LLM Training

novada_crawl({url: "https://docs.example.com", max_pages: 20, select_paths: "/docs/.*"})

Crawl documentation sites and extract clean markdown for fine-tuning datasets or knowledge bases.

AI Brand Monitoring

novada_ai_monitor({brand: "YourProduct", models: ["chatgpt", "perplexity", "claude"]})

Check how AI models reference your brand: sentiment, claims, competitor mentions, source URLs.

Geo-Targeted Data Collection

novada_proxy_residential({country: "DE", city: "berlin", format: "curl"})

Get proxy credentials for any of 195 countries. Use with your own HTTP client for geo-specific content access.

Honest Comparison

	Novada	Firecrawl	Tavily	BrightData
Tools	25	14	2	69
Search engines	5	0	1	3
Multi-source research	Yes	No	No	No
Proxy as MCP tool	Yes	No	No	No
Auto anti-bot escalation	Yes	No	N/A	No
Change monitoring	Yes	No	No	No
Platform scraping	129 platforms	No	No	437 platforms
Browser automation	Yes (CDP)	No	No	Yes
MCP Prompts & Resources	Yes (5+4)	No	No	No
Hosted MCP (no install)	No	No	No	Yes
Agent-first score	8.5/10	6.0	6.0	N/A

What we don't have yet: hosted HTTP endpoint (requires terminal install for now), and some Scraper API platforms need separate activation. BrightData has more structured scrapers (437 vs 129).

Anti-Bot Support

Novada automatically handles these anti-bot systems via its escalation chain:

Anti-Bot System	Detection	Escalation Method
Cloudflare	`cf_chl_`, `__cf_bm`, challenge pages	Auto-render via Web Unblocker
DataDome	`datadome` cookie/script	Auto-render
Kasada	Script path detection	Browser CDP
PerimeterX	`_px` cookie variants	Auto-render
Akamai	`_abck`, `ak_bmsc` cookies	Auto-render
Imperva/Incapsula	`incap_ses_`, `visid_incap_`	Auto-render

30+ domains are pre-tagged in the hard target registry — these skip static fetch entirely and go straight to the right method.

Configuration

Variable	Required	Purpose
`NOVADA_API_KEY`	Yes	API key — covers search, extract, crawl, scrape, research, verify, monitor
`NOVADA_BROWSER_WS`	No	Browser API WebSocket URL for `novada_browser` and `novada_browser_flow`
`NOVADA_PROXY_USER`	No	Proxy username for `novada_proxy_*` tools
`NOVADA_PROXY_PASS`	No	Proxy password
`NOVADA_PROXY_ENDPOINT`	No	Proxy host:port endpoint
`NOVADA_WEB_UNBLOCKER_KEY`	No	Separate key for Web Unblocker (if different from main API key)
`NOVADA_TOOLS`	No	Load specific tools only: `"extract,search,research,monitor"`
`NOVADA_GROUPS`	No	Load tool groups: `"search,proxy,browser"` — groups: search, proxy, browser, scraper, health

License

MIT

Install Server

license - permissive license

quality

maintenance

How are these scores calculated?

Maintenance

–Maintainers

–Response time

–Release cycle

–Releases (12mo)

Commit activity

Resources

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