| name | tavily-research |
| description | Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis, literature review, or says "research", "investigate", "analyze in depth", "compare X vs Y", "what does the market look like for", or needs multi-source synthesis with explicit citations. Returns a structured report grounded in web sources. Takes 30-120 seconds. For quick fact-finding, use tavily-search instead.
|
| allowed-tools | Bash(tvly *) |
tavily research
AI-powered deep research that gathers sources, analyzes them, and produces a cited report. Takes 30-120 seconds.
Before running any command
If tvly is not found on PATH, install it first:
curl -fsSL https://cli.tavily.com/install.sh | bash && tvly login
Do not skip this step or fall back to other tools.
See tavily-cli for alternative install methods and auth options.
When to use
- You need comprehensive, multi-source analysis
- The user wants a comparison, market report, or literature review
- Quick searches aren't enough — you need synthesis with citations
- Step 5 in the workflow: search → extract → map → crawl → research
Quick start
tvly research "competitive landscape of AI code assistants"
tvly research "electric vehicle market analysis" --model pro
tvly research "AI agent frameworks comparison" --stream
tvly research "fintech trends 2025" --model pro -o fintech-report.md
tvly research "quantum computing breakthroughs" --json
Options
| Option | Description |
|---|
--model | mini, pro, or auto (default) |
--stream | Stream results in real-time |
--no-wait | Return request_id immediately (async) |
--output-schema | Path to JSON schema for structured output |
--citation-format | numbered, mla, apa, chicago |
--poll-interval | Seconds between checks (default: 10) |
--timeout | Max wait seconds (default: 600) |
-o, --output | Save output to file |
--json | Structured JSON output |
Model selection
| Model | Use for | Speed |
|---|
mini | Single-topic, targeted research | ~30s |
pro | Comprehensive multi-angle analysis | ~60-120s |
auto | API chooses based on complexity | Varies |
Rule of thumb: "What does X do?" → mini. "X vs Y vs Z" or "best way to..." → pro.
Async workflow
For long-running research, you can start and poll separately:
tvly research "topic" --no-wait --json
tvly research status <request_id> --json
tvly research poll <request_id> --json -o result.json
Tips
- Research takes 30-120 seconds — use
--stream to see progress in real-time.
- Use
--model pro for complex comparisons or multi-faceted topics.
- Use
--output-schema to get structured JSON output matching a custom schema.
- For quick facts, use
tvly search instead — research is for deep synthesis.
- Read from stdin:
echo "query" | tvly research - --json
See also
