# tavily-best-practices

Web search API for LLMs with real-time data access, content extraction, site crawling, and AI-powered research. Five core methods: search() for web results, extract() for URL content, crawl() for site-wide extraction, map() for URL discovery, and research() for end-to-end AI synthesis Supports Python and JavaScript SDKs with async clients for parallel queri...

## Decision Card

- Recommendation score: 56/100 (Needs evidence)
- Fit score: 74/100
- Trust tier: Needs review
- Install readiness: MCP ready
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: collect_evidence

## Fit & Capabilities

- Role: Coding & Development
- Protocols: mcp, http, cli, sdk
- Capabilities: RAG, Coding assistance, Web data extraction, MCP integration, Reusable skill package, Design assistance, Workflow automation, Multi-agent orchestration

## Evidence

- Source: https://mcpservers.org/agent-skills/tavily-ai/tavily-best-practices
- Source activity: 354 stars
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Install path is visible, but review permissions and run a sandbox task first.
- Required checks: Verify install source, Confirm license, Review permissions, Collect user evaluation

## Installation

- Readiness: MCP ready
- Primary method: MCP template
- Install JSON: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/profile.json
- score.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/score.json
- evidence.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/evidence.json
- trust.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/trust.json
- trial.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/trial.json
- install.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/install.json
- history.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/history.json
- similar.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/similar.json
- dossier.md: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/dossier.md
- summary.md: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/summary.md
- mcp.json: https://agentstaffer.com/skills/mcpservers-tavily-best-practices/mcp.json
- visibility-report.json: https://agentstaffer.com/vendors/mcpservers-tavily-best-practices/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/mcpservers-tavily-best-practices/visibility-report
- Agent index: https://agentstaffer.com/agents.json