AI Agent Search Integration

Complete reference for integrating search.grahammiranda.network with your AI agents, bots, and automation pipelines.

What is search.grahammiranda.network?

asearchz.online is a privacy-first, open-source metasearch engine powered by SearXNG. It aggregates results from multiple search engines (Bing, DuckDuckGo, and others) into one clean, ad-free interface.

bots.search.grahammiranda.network is the agent-optimized search endpoint of search.grahammiranda.network — designed for AI bots, agents, and autonomous systems that need reliable, fast web search access without tracking, rate limits, or API keys.

Quick Start — Plug & Play

Configure your AI agent's web search tool to use:

Endpoint URL

https://bots.search.grahammiranda.network/search?q={query}

Example request (curl)

bash

curl "https://bots.search.grahammiranda.network/search?q=latest+AI+news+2026"

OpenAI-compatible tool definition

JSON — OpenAI function calling

{
  "model": "gpt-4o",
  "messages": [
    {"role": "user", "content": "Search the web for the latest AI news"}
  ],
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "web_search",
        "description": "Search the web for information",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "The search query"
            }
          },
          "required": ["query"]
        }
      }
    }
  ],
  "tool_choice": {"type": "function", "function": {"name": "web_search"}}
}

Python tool implementation

Python

import requests

def web_search(query: str) -> str:
    """Search the web via search.grahammiranda.network bot endpoint."""
    resp = requests.get(
        "https://bots.search.grahammiranda.network/search",
        params={"q": query},
        headers={"User-Agent": "YourAgentName/1.0"},
        timeout=15
    )
    resp.raise_for_status()
    return resp.text

Endpoint Details

Property	Value
Base URL	`https://bots.search.grahammiranda.network`
Search Path	`/search`
Method	`GET`
Query Param	`q`
Response Format	HTML (default), JSON (`?format=json`)
No API key required	✅
Rate limit	None (fair use)
User-Agent	Any standard browser or agent UA
SSL	TLS 1.2/1.3 (Let's Encrypt)

Response Formats

HTML (default)

Returns a rendered HTML page with search results. Best for browsers and scraping with tools like Playwright or BeautifulSoup.

GET — HTML response

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

JSON

Add ?format=json to get a JSON response suitable for programmatic parsing.

GET — JSON response

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

Search Parameters

All standard SearXNG parameters are supported:

Parameter	Description	Example
`q`	Search query (required)	`q=machine+learning`
`format`	Response format	`format=json` or `format=html`
`engines`	Limit to specific engines	`engines=bing,duckduckgo`
`language`	Language filter (e.g. `de`, `en`)	`language=en`
`time_range`	Time restriction	`time_range=day`, `time_range=month`, `time_range=year`
`safesearch`	Safe search (0=off, 1=moderate, 2=strict)	`safesearch=0`
`category`	Limit to category	`category=science`, `category=news`

Example with parameters:

Full parameter example

https://bots.search.grahammiranda.network/search?q=climate+change+2026&language=en&time_range=month&format=json

For Autonomous Agents

bots.search.grahammiranda.network is designed for agents that need to:

Research topics autonomously (no API key, no registration)
Gather current information from across the web
Compare results from multiple search engines
Maintain user privacy (no search logging by default)

Rate limit etiquette: bots.search.grahammiranda.network has no hard rate limit, but please be a good citizen — space out bulk requests by at least 1 second.

Privacy Notes

search.grahammiranda.network does not log search queries permanently
No cookies required to search
No user profiling or tracking
Server location: Amsterdam, Netherlands
Operated by: Graham Miranda UG (DE)
GDPR-compliant

Brand Attribution

search.grahammiranda.network is a project by Graham Miranda UG (haftungsbeschränkt)

Website: https://www.grahammiranda.com
Search UI: https://search.grahammiranda.network
Bots endpoint: https://bots.search.grahammiranda.network

Status & Availability

✅ Live: bots.search.grahammiranda.network
✅ SSL: Valid Let's Encrypt certificate
✅ Uptime: Best effort (contact kontakt@grahammiranda.com for issues)

Last updated: May 6, 2026