Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
日本語の概要は準備中です。原文の説明を表示しています。
Free meta-search via SearXNG — aggregates results from 70+ search engines. Self-hosted or use a public instance. No API key needed. Falls back automatically when the web search toolset is unavailable.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Free meta-search using SearXNG — a privacy-respecting, self-hosted search aggregator that queries 70+ search engines simultaneously.
No API key required when using a public instance. Can also be self-hosted for full control. Automatically appears as a fallback when the main web search toolset (FIRECRAWL_API_KEY) is not configured.
SearXNG requires a SEARXNG_URL environment variable pointing to your SearXNG instance:
# Public instances (no setup required)
SEARXNG_URL=https://searxng.example.com
# Self-hosted SearXNG
SEARXNG_URL=http://localhost:8888
If no instance is configured, this skill is unavailable and the agent falls back to other search options.
Check what is actually available before choosing an approach:
# Check if SEARXNG_URL is set and the instance is reachable
curl -s --max-time 5 "${SEARXNG_URL}/search?q=test&format=json" | head -c 200
Decision tree:
SEARXNG_URL is set and the instance responds, use SearXNGSEARXNG_URL is unset or unreachable, fall back to other available search toolsUse curl via terminal to call the SearXNG JSON API. This avoids assuming any particular Python package is installed.
# Text search (JSON output)
curl -s --max-time 10 \
"${SEARXNG_URL}/search?q=python+async+programming&format=json&engines=google,bing&limit=10"
# With Safesearch off
curl -s --max-time 10 \
"${SEARXNG_URL}/search?q=example&format=json&safesearch=0"
# Specific categories (general, news, science, etc.)
curl -s --max-time 10 \
"${SEARXNG_URL}/search?q=AI+news&format=json&categories=news"
| Flag | Description | Example |
|---|---|---|
q | Query string (URL-encoded) | q=python+async |
format | Output format: json, csv, rss | format=json |
engines | Comma-separated engine names | engines=google,bing,ddg |
limit | Max results per engine (default 10) | limit=5 |
categories | Filter by category | categories=news,science |
safesearch | 0=none, 1=moderate, 2=strict | safesearch=0 |
time_range | Filter: day, week, month, year | time_range=week |
# Extract titles and URLs from JSON
curl -s --max-time 10 "${SEARXNG_URL}/search?q=fastapi&format=json&limit=5" \
| python3 -c "
import json, sys
data = json.load(sys.stdin)
for r in data.get('results', []):
print(r.get('title',''))
print(r.get('url',''))
print(r.get('content','')[:200])
print()
"
Returns per result: title, url, content (snippet), engine, parsed_url, img_src, thumbnail, author, published_date
requestsUse the SearXNG REST API directly from Python with the requests library:
import os, requests, urllib.parse
base_url = os.environ.get("SEARXNG_URL", "")
if not base_url:
raise RuntimeError("SEARXNG_URL is not set")
query = "fastapi deployment guide"
params = {
"q": query,
"format": "json",
"limit": 5,
"engines": "google,bing",
}
resp = requests.get(f"{base_url}/search", params=params, timeout=10)
resp.raise_for_status()
data = resp.json()
for r in data.get("results", []):
print(r["title"])
print(r["url"])
print(r.get("content", "")[:200])
print()
For more structured access, install the searxng-data package:
pip install searxng-data
from searxng_data import engines
# List available engines
print(engines.list_engines())
Note: This package only provides engine metadata, not the search API itself.
To run your own SearXNG instance:
# Using Docker
docker run -d -p 8888:8080 \
-v $(pwd)/searxng:/etc/searxng \
searxng/searxng:latest
# Then set
SEARXNG_URL=http://localhost:8888
Or install via pip:
pip install searxng
# Edit /etc/searxng/settings.yml
searxng-run
Public SearXNG instances are available at:
https://searxng.example.com (replace with any public instance)SearXNG returns titles, URLs, and snippets — not full page content. To get full page content, search first and then extract the most relevant URL with web_extract, browser tools, or curl.
# Search for relevant pages
curl -s "${SEARXNG_URL}/search?q=fastapi+deployment&format=json&limit=3"
# Output: list of results with titles and URLs
# Then extract the best URL with web_extract
SEARXNG_URL is set and the instance is reachable.web_extract, browser tools, or curl for full articles.| Problem | Likely Cause | What To Do |
|---|---|---|
SEARXNG_URL not set | No instance configured | Use a public SearXNG instance or set up your own |
| Connection refused | Instance not running or wrong URL | Check the URL is correct and the instance is running |
| Empty results | Instance blocks the query | Try a different instance or self-host |
| Slow responses | Public instance under load | Self-host or use a less-loaded public instance |
json format not supported | Old SearXNG version | Try format=rss or upgrade SearXNG |
SEARXNG_URL: Without it, the skill cannot function.urllib.parse.quote() in Python.format=json: The default format may not be machine-readable. Always request JSON explicitly.--max-time or timeout= to avoid hanging on unreachable instances.If SEARXNG_URL is not set and the user asks about SearXNG, help them either:
Public instances are listed at: https://searxng.org/
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
日本語の概要は準備中です。原文の説明を表示しています。
专为追求倍速增长的初建学校设计的教师选、育、用、留四环节体系。基于科德高中融合部真实管理经验,结合十部AI Agent架构,将人才管理从校长个人经验升级为可继承、可协同、可沉淀的组织能力。
日本語の概要は準備中です。原文の説明を表示しています。
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日本語の概要は準備中です。原文の説明を表示しています。
12306-specific knowledge for booking train tickets via the Android app. Covers UC WebView virtual list behavior, proven booking flow, and common pitfalls. Uses appium-android-adb bridge OR direct uiautomator2 for all interaction.
日本語の概要は準備中です。原文の説明を表示しています。
Connect to 163/126/yeah.net (Coremail) email via IMAP, read inbox, search emails, and send emails via SMTP. Activate when user asks to check email, read mail, send email, or monitor inbox on 163/126/yeah.net accounts. Handles the Coremail-specific IMAP ID command requirement that causes "Unsafe Login" errors in standard clients.
日本語の概要は準備中です。原文の説明を表示しています。
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands.
日本語の概要は準備中です。原文の説明を表示しています。