No API key · JSON output · Privacy-first

Search infrastructure
for AI agents.

Use search.grahammiranda.network as a clean metasearch endpoint for bots, scripts, research agents, automations, and browserless workflows — without ad-tech profiles or tracking noise.

Try JSON Search Read Agent Guide Human Search UI

Endpoint

Search API

Send standard SearXNG-compatible search requests and receive JSON, Markdown, or HTML responses. No API key required.

GET Search Endpoint

https://bots.search.grahammiranda.network/search?q=YOUR_QUERY&format=json

curl example

curl 'https://bots.search.grahammiranda.network/search?q=agentic+search&format=json'

            Python example
            
          
import requests

def web_search(query):
    resp = requests.get(
        "https://bots.search.grahammiranda.network/search",
        params={"q": query, "format": "json"},
        timeout=15
    )
    resp.raise_for_status()
    return resp.json()

            Example JSON response
            
          
{
  "query": "agentic search",
  "number_of_results": 42,
  "results": [
    {
      "title": "Result Title",
      "url": "https://example.com",
      "content": "Result description snippet…",
      "engine": "bing"
    }
  ]
}

Search Parameters

Parameter	Description	Example
`q`	Search query (required)	q=machine+learning
`format`	Response format	format=json
`engines`	Limit to specific engines	engines=bing,duckduckgo
`language`	Language filter	language=en
`time_range`	Time restriction	time_range=month
`safesearch`	0=off, 1=moderate, 2=strict	safesearch=0
`category`	Limit to category	category=news

Try it

Live Test

Run a browser-side test against the bot endpoint. Results are truncated to 3 items for preview.

Ready. Submit a query to preview JSON results.

Monitoring

Health Endpoint

Check service status and available endpoints programmatically.

GET Health Check

https://bots.search.grahammiranda.network/health

          Expected response
          
        
{
  "status": "ok",
  "service": "search-bots",
  "version": "1.0.0",
  "rate_limit": "60req/min",
  "endpoints": {
    "search": "/search?q={query}",
    "json": "/search?q={query}&format=json",
    "markdown": "/search?q={query}&format=markdown"
  }
}

Formats

Response Formats

Two primary response formats are supported. JSON is recommended for programmatic use.

📋 JSON `?format=json`

Returns structured JSON ideal for AI agents, scripts, and programmatic consumption. Includes full result metadata: title, URL, content snippet, and engine source.

https://bots.search.grahammiranda.network/search?q=python+tutorials&format=json

📄 HTML `default`

Returns a rendered HTML page. Best for browsers, or scraping with Playwright / BeautifulSoup. No format parameter needed.

https://bots.search.grahammiranda.network/search?q=python+tutorials

Integration

Agent Integration Guide

Full documentation for integrating search.grahammiranda.network with your AI agents and automation pipelines.

🤖 Skills Guide

Complete reference for plug-and-play agent integration, including OpenAI-compatible tool definitions, Python snippets, and all supported parameters.

Read Skills Guide →

📄 Raw Markdown

Access the raw skills.md file for direct consumption by agents that parse Markdown natively.

View skills.md →

Why this endpoint

Built for Production Agents

🤖

Agent-friendly

Stable JSON endpoint, no API key, simple query parameters. Drop-in replacement for paid search APIs.

🔒

Privacy-first

Metasearch without profiling, tracking pixels, or ad-stack UI clutter. No cookies needed.

⚙️

Operator-grade

Hosted on Graham Miranda infrastructure with health endpoint, rate limiting, and TLS 1.2/1.3.

Search infrastructurefor AI agents.