Build With Scavio
30 step-by-step tutorials covering RAG agents, price monitoring, SEO rank tracking, YouTube search, and more. Full code in Python and JavaScript.
Build a Job Board With a Search API (No Career-Site Scraping)
Build a job board without scraping 100,000 career sites. Use Google SERP discovery to find fresh lis
How to Build a TikTok Influencer Vetting Workflow
Automate TikTok influencer vetting: username to profile (get sec_uid), then posts and followers for
How to Connect OpenWebUI to a Search API
Replace SearXNG in OpenWebUI with a direct search API integration. Configure a custom function tool
How to Enrich Leads with a Search API in n8n
Build an n8n workflow that takes a company name, runs a search API call to extract website, descript
How to Get YouTube Transcripts via API
Fetch full YouTube video transcripts programmatically with the Scavio API. Pass a video_id and recei
How to Extract Google Knowledge Graph Data via API
Pull structured knowledge graph entities from Google SERP responses using the Scavio API. Extract na
How to Get Amazon Review Signals via API
Pull Amazon review signals programmatically with the Scavio API: aggregate rating, exact review coun
How to Get YouTube Video Metadata via API
Retrieve YouTube video metadata including title, view count, likes, channel info, and description us
How to Track App Store Rankings via Google Play Search
Monitor your app's visibility in Google Play search results using the Scavio Google SERP API. Track
How to Automate Product Research for Dropshipping with APIs
Automate dropshipping product research by querying Amazon and Walmart via the Scavio API. Find profi
How to Track Amazon Bestseller Ranking Changes via API
Monitor Amazon bestseller ranking changes over time using the Scavio API. Track BSR for multiple pro
How to Build a Multi-Source News Aggregator with APIs
Build a news aggregator that pulls articles from Google News, Reddit, and YouTube using the Scavio A
How to Add Search to Pi Coding Agent
Pi Coding Agent ships with only read, write, edit, and bash. Add real-time web search via Scavio as
How to Do Conditional Web Search in OpenWebUI
OpenWebUI runs web search on every query by default, burning credits. Gate search behind a classifie
How to Audit Supabase RLS Misconfigs at Scale via SERP
Discover public Supabase projects with disabled Row Level Security by pivoting off Google dorks and
How to Replace Claude's Built-in MCP Web Search with Scavio
Claude's built-in web_search MCP tool is rate-limited and lacks platform coverage. Swap it for Scavi
How to Scrape Reddit Without the Official API
Reddit's API is expensive and rate-limited. Use Scavio's Reddit endpoint to access posts, comments,
How to Handle Cloudflare Turnstile Challenges
Cloudflare Turnstile blocks most scrapers. Route requests through Scavio's managed resolver to handl
How to Track YouTube Video Removals from a Channel
Snapshot a channel's uploads daily and diff them to catch removed or privated videos. Playlists are
How to Build a Scraping Tool with a Local Uncensored LLM and Scavio
Pair a locally hosted uncensored LLM with Scavio for a fully local scraping tool that handles extrac
How to Scrape LinkedIn Posts in n8n
Discover LinkedIn posts without login by combining Google SERP site operator with n8n HTTP Request n
How to Add Web Search to opencode CLI
Give opencode CLI live multi-surface web search in one config line using the Scavio MCP endpoint.
How to Give Hermes Agent Web Search Access
Wire Scavio multi-surface search into Hermes Agent via MCP so the agent grounds answers in fresh Goo
How to Build AI Agents in Rails with RubyLLM
Build a Rails AI agent with RubyLLM and Scavio for live web search. Integrate inside Rails controlle
How to Ground an LLM with GitHub Repo Data
Ground LLM answers in actual repo content by combining GitHub search via SERP site operators with Sc
How to Build an AI Job Search Agent
Pattern from r/hiringcafe's AI Job Search Agent. SERP + Reddit hiring threads + extract for the desc
How to Replace Google Custom Search API with Scavio
Move from Google Custom Search API to Scavio. Lower limits, structured JSON, multi-platform — drop-i
How to Build a Customer Development Research Agent
Tighten the customer development loop with a Reddit + SERP agent that surfaces founder pain in real
How to Self-Host SearXNG and When to Pay Instead
r/searchengines and r/Searx posts shipped self-hosted SearXNG aggregators. Walk-through to deploy pl
How to Add Trading Context to Claude via MCP
An r/ClaudeCode post wired Claude to TradingView via MCP. Walk-through: TradingView MCP + Scavio MCP
How to Pipe Claude into Ableton via MCP
An r/ableton post documented Claude plugged into Ableton via MCP. Walk-through with Scavio for sampl
How to Set Up Open WebUI with OpenRouter Free Models
An r/SillyTavernAI post helped a sister run Claude-style chat via Open WebUI + OpenRouter. Walk-thro
How to Fetch YouTube Without Getting Blocked (2026)
Decision: bytes or metadata? Scavio YouTube endpoint for metadata + transcripts; edge worker + resid
How to Use Perplexity Pro as a Coding CLI (2026)
Use Perplexity Pro + Comet + Scavio MCP as a coding-helper CLI. $50/mo total tool spend; Q&A-shaped.
How to Add Web Search to qwen-code via MCP (2026)
Restore web_search after PR #3502 with one config line. Scavio MCP adds Google + Reddit + YouTube +
How to Set Up Scavio MCP in Perplexity Pro+ (2026)
Walk-through to attach Scavio MCP for typed multi-platform search inside Perplexity Pro+ (March 2026
How to Build a YouTube-to-Slack Summary Bot
Build a bot that posts YouTube video summaries to Slack using Scavio's transcript endpoint and an LL
How to Run Qwen 3.6-27B Agentic Search on a Single 3090
Set up Qwen 3.6-27B with Scavio MCP for agentic search on a single RTX 3090. Achieves 95.7% SimpleQA
How to Extract Google Ads Data from SERP APIs
Pull Google Ads/sponsored results from SERP APIs. Extract ad copy, position, sitelinks, and shopping
How to Build a Slack Competitive Intelligence Bot
Build a Slack bot that posts daily competitor intelligence: SERP changes, Reddit mentions, YouTube c
How to Build a Google Maps to WhatsApp Lead Pipeline
Build a pipeline from Google Maps business data to WhatsApp outreach messages. Find local businesses
How to Build an LLM Wiki with a Single Multi-Platform Search API
Replace 5 separate ingestion tools with one multi-platform search API for wiki building. Inspired by
How to Add API Search to Hermes Without Browser
Give Hermes agent web search without a browser. Replace headless Chrome with a single API call. $0.0
How to Add a Search API to OpenWebUI
Replace Tavily in OpenWebUI with a multi-platform search API. Step-by-step setup for web search grou
How to Add Search Grounding to Hermes Agent
Integrate real-time web search into Hermes Agent using the Scavio API. Ground responses with live da
How to Add Search to Ketch for Pi Coding Agent
Give Ketch for Pi coding agent live search using the Scavio API. No browser, no SearXNG, just struct
How to Add Live Web Search to a Local Research Stack
Running Ollama or LMStudio for research? Add live web search to ground your local LLM's responses wi
How to Add Web Search to a Local LLM Agent
Give your local LLM agent real-time web search via a simple HTTP tool. Works with Ollama, llama.cpp,
How to Audit MCP Token Usage and Tool Description Costs
Measure how much context window your MCP tool descriptions consume. Identify bloated servers and opt
How to Automate Job Search with an MCP Server
Use Claude Desktop or Claude Code with MCP search to automate daily job hunting: find listings, trac
How to Build DeepSeek Search Grounding
Ground DeepSeek model responses with live search data. Step-by-step Python tutorial for adding web s
How to Build a Financial News Sentiment Pipeline
Build a financial news sentiment analysis pipeline using search API data. Collect stock news, analyz
How to Build a TikTok Influencer Vetting Pipeline
Vet TikTok influencers programmatically: check engagement rates, follower quality, posting frequency
How to Build LangGraph Agent with Critic Loop
Build a LangGraph agent that searches, drafts, self-critiques, and re-searches until quality passes.
How to Build an MCP Server from a Swagger Spec
Auto-generate an MCP tool server from any Swagger or OpenAPI spec. Give Claude Code native access to
How to Build Minimal Pi Coding Agent Workflows
Pi Coding Agent workflows get over-packaged. Learn how to build minimal, composable search workflows
How to Build a News Corpus with Search API
Collect news articles for ML training using the Scavio API. Build a structured news corpus with meta
How to Build a Perplexity-Style MCP Search Tool
Build a search tool that gives Claude Perplexity-like capabilities: multi-source search with citatio
How to Add Search Tool to Pi Coding Agent
Give Pi coding agent web search capability via Scavio API. Tool registration, search function, and t
How to Build AI Agent Without Frameworks
Build a working AI agent in plain Python with no LangChain, no CrewAI. Just requests, a search tool,
How to Build a Prediction Market Data Agent
Build an agent that combines live news search with prediction market data. Cross-reference market od
How to Build a Personal Reddit Monitor
Track topics, keywords, and subreddits via API with daily digest email. Python monitoring pipeline a
How to Build a Reddit Sentiment Tracker
Learn how to track brand sentiment on Reddit by searching for mentions and analyzing discussion tone
How to Build a Reddit Stock Sentiment Scanner
Scan r/wallstreetbets and finance subreddits for stock mentions and sentiment signals using Scavio R
How to Build a Financial News MCP Server with Search
Build an MCP server that provides real-time financial news and stock data to AI agents. Search-power
How to Build TikTok UGC Campaign Tracker
Track user-generated content campaigns on TikTok. Monitor hashtag usage, creator participation, and
How to Build a YouTube Comment CSV Exporter in Python
Build a Python tool that fetches YouTube video comments via the Scavio API and exports them to CSV w
How to Configure MCP Search in opencode.json
Add a search MCP server to your opencode.json configuration. Give your opencode AI assistant live we
How to Debug Agent Search Failures in 2026
Systematic guide to diagnosing and fixing agent search tool failures. Covers API errors, empty resul
How to Debug MCP 404 and Connection Errors
Fix MCP 404 and connection errors by checking transport config, testing endpoints, verifying auth, a
How to Detect and Handle Cloudflare Bot Blocks in Agent Workflows
Detect when Cloudflare blocks your AI agent's web requests and automatically fall back to search API
How to Detect TikTok Fake Followers via API
Build a fake follower detection system for TikTok using API data. Analyze engagement ratios, followe
How to Detect TikTok Product Trends for E-Commerce
Find trending products on TikTok before they peak using the TikTok API. Detect viral products, track
How to Find Businesses Without Websites at Scale
Use SERP data to identify local businesses that lack a website. Build a lead list of web design pros
How to Find Winning TikTok Products with the Scavio TikTok API
Find trending TikTok products using hashtag and video search APIs. Identify viral products by engage
How to Fix Hermes Agent Web Search Failures
Hermes Agent web_search returns empty results? Learn how to replace the unreliable DuckDuckGo backen
How to Fix Hermes SearXNG Blocking with API Fallback
Fix Hermes agent SearXNG blocking and rate limiting. Add API fallback so search never fails. Drop-in
How to Fix OpenWebUI Web Search with Reliable API
Replace broken OpenWebUI web search with a reliable search API. Step-by-step fix for timeout and emp
How to Generate an MCP Server from an OpenAPI Spec
Auto-generate an MCP server from any OpenAPI spec. Give AI agents typed tool access to REST APIs in
How to Get TikTok Followers List via API
Extract TikTok follower lists with profile data using Scavio API. Python and JavaScript examples wit
How to Get TikTok Profile Data via API
Pull TikTok creator profile data including follower count, bio, and verification status using Scavio
How to Ground Hermes Agent with Live Search Data
Learn how to connect Scavio's MCP search server to Hermes Agent so research skills use live web data
How to Integrate Search API in No-Code Agent Builders
Wire a search API into no-code agent builders like n8n, Flowise, and Langflow. Step-by-step HTTP req
How to Migrate from Google CSE to a Search API in 2026
Step-by-step migration from Google Custom Search Engine to a modern search API. Drop-in replacement
How to Migrate from Google Custom Search Engine to a Search API in 2026
Step-by-step guide to migrating from Google Custom Search Engine to the Scavio search API before CSE
How to Monitor MCP Server Health for Production Agents
Learn how to build a health monitoring system for MCP servers powering production AI agents, with al
How to Replace Your Amazon Scraper with Search API
Migrate from fragile Selenium or Puppeteer Amazon scrapers to the Scavio API. Get structured product
How to Replace Google Programmable Search Engine
Migrate from Google Programmable Search Engine before the Jan 2027 shutdown. Drop-in replacement wit
How to Replace Semrush API Credit Drain with a Lightweight Alternative
Cut SERP data costs by 90%+ by switching from Semrush API units to a lightweight search API. Side-by
How to Run SearXNG with Proxy at Production Grade
Deploy SearXNG with rotating proxies for production traffic. Includes rate limiting, health checks,
How to Search TikTok Videos by Keyword via API
Search TikTok videos by keyword programmatically. Python and JavaScript examples using Scavio API wi
How to Secure MCP Data Server Deployment
Secure your MCP data server with API key management, rate limiting, and audit logging. Production-re
How to Set Up Bright Data SERP API vs a Lightweight Alternative
Compare setting up Bright Data SERP API ($499 min, proxy zones, complex auth) vs a lightweight searc
How to Use Common Crawl with Live Search in a Hybrid Pipeline
Combine Common Crawl historical data with live search API results. Get massive scale from Common Cra
How to Choose Between Queue and Live SERP Modes
Decide when queue SERP APIs save money vs when live mode is worth the premium. Decision framework wi
Try This Code with Your API Key
Get your free API key and run this tutorial in under 2 minutes. 50 credits on signup included.
