An r/Agent_AI thread asked for Tavily alternatives. For LangChain agents, the migration is typically 10 minutes. This walks the swap, the pricing math, and where to keep Tavily anyway.
Prerequisites
- Existing LangChain agent using Tavily
- Scavio API key
- langchain-scavio installed (pip install langchain-scavio)
Walkthrough
Step 1: Replace the Tavily import with Scavio
One-line swap.
Python
# Before
from langchain_tavily import TavilySearchResults
tool = TavilySearchResults(max_results=5)
# After
from langchain_scavio import ScavioSearchTool
tool = ScavioSearchTool(max_results=5)Step 2: Set the env var
x-api-key header lives in SCAVIO_API_KEY.
Bash
export SCAVIO_API_KEY=sk_live_xxx
# Tavily was TAVILY_API_KEYStep 3: Wire the tool into your agent
Same shape as the Tavily wiring.
Python
from langchain.agents import create_react_agent
agent = create_react_agent(llm, [tool], prompt)Step 4: Confirm response shape
Scavio returns organic_results[i].link/.snippet/.title.
Python
results = tool.invoke({'query': 'best ai agent frameworks 2026'})
for r in results:
print(r['title'], r['link'])Step 5: Cost-check the migration
PAYG: Tavily $0.008/credit; Scavio $0.0043 on $30 tier or $0.005 PAYG.
Text
# 5,000 calls/mo:
# Tavily PAYG: $40
# Scavio Project tier: $30 flat (7K credits, 2K headroom)Python Example
Python
from langchain_scavio import ScavioSearchTool
tool = ScavioSearchTool(max_results=5, include_ai_overview=True)
result = tool.invoke({'query': 'tavily alternatives 2026'})JavaScript Example
JavaScript
// JS-side: use fetch directly to https://api.scavio.dev/api/v1/search
const res = await fetch('https://api.scavio.dev/api/v1/search', {
method: 'POST',
headers: { 'x-api-key': process.env.SCAVIO_API_KEY, 'Content-Type': 'application/json' },
body: JSON.stringify({ query: 'tavily alternatives 2026' })
}).then(r => r.json());Expected Output
JSON
Same agent loop, lower per-call cost, plus access to reddit_search/youtube_search from the same key. Keep Tavily if the agent specifically needs Tavily's pre-summarized output shape.