search

Neurobird Search MCP server

A hosted Model Context Protocol server that gives an AI agent web search with the page content already extracted, plus clean markdown extraction of any URL.

There is nothing to install and nothing to run locally. The server is hosted at https://search.neurobird.com/mcp over the streamable HTTP transport.

claude mcp add --transport http neurobird-search \
  https://search.neurobird.com/mcp \
  --header "Authorization: Bearer $NEUROBIRD_KEY"

Get a key with one unauthenticated request. No signup form, no email, no card:

curl -X POST https://search.neurobird.com/keys

Every key carries 1,000 free credits a month.

Tools

web_search

Search the live web and get ranked results with the relevant passages already extracted from each page, so a follow up fetch is usually unnecessary.

Parameter	Type	Default	Notes
query	string	required	The search query.
search_depth	basic | standard | advanced	standard	advanced expands the query and reads more pages.
max_results	integer	6	1 to 20.
include_answer	boolean	true	A grounded answer written only from retrieved passages.
include_domains	string[]		Only return results from these domains.
exclude_domains	string[]
days	integer		Restrict to the last N days.
topic	general | news | code | science | finance	general

extract_url

Fetch one or more URLs and return their main content as clean markdown, with navigation, adverts and boilerplate removed. PDFs are converted to text.

Parameter	Type	Notes
urls	string[]	Required.
query	string	Trims each page to the passages relevant to it.
format	markdown | text	Default markdown.

Other MCP clients

The same URL works in any client that supports the streamable HTTP transport.

{
  "mcpServers": {
    "neurobird-search": {
      "type": "http",
      "url": "https://search.neurobird.com/mcp",
      "headers": { "Authorization": "Bearer nbs-..." }
    }
  }
}

Tested with Claude Code. Cursor, Windsurf, Zed and the Claude desktop app all accept a streamable HTTP MCP server in this shape.

What makes the results different

• Page passages, not snippets. Each result carries the part of the page that answers the query, extracted from the live page, at no extra credit.
• Quotes checked against the source. When an answer is requested, every supporting quote is matched back against the extracted source text. A quote that fails is returned marked unverified rather than silently dropped, so an agent can audit a claim instead of trusting it.
• Rank fusion across engines. Results are fused from several engines with reciprocal rank fusion, so agreement between independent rankings drives the ordering.
• Per stage timings in every response, so latency can be attributed from outside.

Pricing

Credits: basic or standard search 1, advanced search 2, grounded answer +1, extract_url 1 per page.

	Per 1,000 searches
Free tier	1,000 credits a month, no card
Basic search	$2
Deep search	$4
Deep search with grounded answer	$6
At 1M credits a month	$1 per 1,000

Honest limits

• Median latency on the current single server deployment is about 15 seconds basic, 22 seconds standard and 28 seconds advanced. Upstream engines and the answer model account for nearly all of it. The HTTP streaming endpoint returns ranked links at about 5 seconds.
• There is no index of our own. Coverage and freshness inherit from upstream engines.
• Retrieval capacity, not code, is the scaling limit today.

Links

• Landing page and live demo: https://search.neurobird.com
• API reference: https://search.neurobird.com/api-reference
• OpenAPI: https://search.neurobird.com/openapi.json
• Payment options, machine readable: https://search.neurobird.com/payments
• Status: https://search.neurobird.com/health

License

MIT. See LICENSE.