Web search for AI agents. Ranked results with page passages already extracted, plus URL to markdown.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
Manual Client & Custom JSON ConfigExpand JSON ▾
Client Config & Setup
Remote HTTPChoose your client or environment
Target File:
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Capabilities & Tool Schemas (2)
Inspect callable tools, capabilities, and parameters exposed to AI agents by Search.
web_searchSearch the live web and get ranked results with the relevant passages already
extract_urlFetch one or more URLs and return their main content as clean markdown, with
Documentation Overview
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.
Get a key with one unauthenticated request. No signup form, no email, no card:
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.
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.
Related MCP Servers
Adoption & maintenance
Factual signals from GitHub, npm, and our automated checks — not a rating.
npm downloads
1k
Package downloads in the last 30 days.
Last commit
7d ago
Most recent push to the default branch.
Tools exposed
2
Callable tools this server registers over MCP.
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