Browser Automation MCP Servers: Connections & Documented Tools

For this task: Browser tools are enabled by default; Pro mode was removed in 3.1.0. A groups or tools filter that leaves out the browser group hides them.[3][4]

• search_engine

  Retrieve results from a supported search engine.[3]

• scrape_as_markdown

  Read one page as Markdown.[3]

• scraping_browser_navigate

  Navigate a remote browser session (browser group; enabled by default unless groups/tools restrict the server).[4][3]

API usage draws from the account’s allowances; additional usage and optional tools follow the applicable product terms. Free server software does not make all API usage free.

Required product: Bright Data Web Unlocker API; additional products may be used by optional tools.

For this task: scrape_url supports mode: "browser" with js_instructions. This establishes actions within a scrape; the reviewed material does not establish a persistent interactive MCP browser session.[1]

• list_proxy_products

  Inspect account products, gateways, ports and balances.[1]

• list_proxy_targeting_options

  Find supported locations and network targeting values.[1]

• get_proxy_usage

  Read recent bandwidth consumption.[2]

• rotate_proxy_session

  Change the exit IP of a sticky session.[2]

• scrape_url

  Retrieve a page with scraping options, including documented browser mode.[1]

• search_domains

  Find domains from a search query.[2]

Scraping consumes credits according to mode and options. Proxy traffic uses the applicable product allowance. The software license does not include API usage.

Required product: Evomi Public API access plus the proxy or Scraper API product used by the tool.

For this task: Interact and Interact Stop operate and close live page sessions through authenticated hosted access. Keyless MCP exposes Search, Scrape and Parse only; session use has separate time-based billing.[4][6]

• firecrawl_search

  Find web results from a query; available in keyless mode.[4]

• firecrawl_scrape

  Read a known URL; JSON format can extract requested fields. Available in keyless mode.[4]

• firecrawl_parse

  Parse supported files. Hosted local-file input requires an upload handoff.[4]

• firecrawl_map

  Discover site URLs with authenticated access.[4]

• firecrawl_crawl

  Traverse a site scope with authenticated access; normally waits for a terminal job state.[4]

• firecrawl_check_crawl_status

  Resume a crawl wait using its job ID.[4]

• firecrawl_interact

  Operate a live page with authenticated access.[4]

• firecrawl_interact_stop

  Release an Interact session using its scrapeId.[4]

Keyless use has daily per-IP caps. Account use consumes plan credits and any option charges; returned target error pages can be billable. Scrape JSON adds extraction credits, and browser sessions use separate time-based billing.

Required product: Keyless hosted Search, Scrape and Parse; a Firecrawl account/team for authenticated tools.

For this task: novada_browser runs on the local server only; the hosted endpoint covers search and extraction. Call novada_discover to list the tools on your connection.[2][3]

• novada_setup

  Check API-key configuration and account readiness.[3]

• novada_discover

  Inspect the tools available on this connection.[2]

• novada_search

  Find pages using a search query and supported filters.[2]

• novada_extract

  Retrieve content from selected URLs.[2]

• novada_browser

  Perform documented page interactions (local stdio only; excluded from the hosted mcp.novada.com surface).[2]

• novada_proxy

  Produce proxy connection settings for an HTTP client.[2]

Scraping products draw from shared credits, with consumption depending on the product and request. Proxy plans and other product quotas can impose separate limits. Check both balance and the selected product.

Required product: Novada account with access to the scraping, browser or proxy product selected by the tool.

For this task: ai_browser_agent runs a prompted browser task and needs a separate AI Studio API key. Oxylabs' MCP documentation now points Web API users to a different server; hosted availability has not been tested.[1][4]

• universal_scraper

  Retrieve page content with optional rendering.[1]

• google_search_scraper

  Retrieve Google results.[1]

• ai_browser_agent

  Run a prompted browser task with AI Studio credentials.[1]

Web Scraper API plans bill by successful results, with target and rendering affecting consumption. AI Studio has separate product usage terms.

Required product: Oxylabs Web Scraper API for the included setup; AI Studio requires its own key.

For this task: web_scrape supports js_scenario actions within a scrape. Current documentation also lists cloud_browser session tools; check your installed tool surface and close sessions when finished.[4][1]

• web_get_page

  Retrieve page content with default scraping options.[4]

• web_scrape

  Configure scraping and browser actions.[4]

• screenshot

  Capture a page image.[4]

Tools use the account’s API credit pool; requested products and features determine credit consumption.

Required product: Scrapfly API account.