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The MCP server wraps Tavily's search endpoint, handling authentication via API keys and formatting results for LLM consumption. 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The MCP server handles URL validation, page fetching, and content parsing, returning cleaned HTML or markdown alongside metadata. 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The MCP server validates parameters and passes them to Tavily's API for server-side filtering.","intents":["I want to search only within specific domains or exclude certain sources","I need to control how many results I get back and how deep the search should go","I want to search news specifically, not general web content"],"best_for":["Researchers needing fine-grained control over search scope","Agents that need to adapt search strategy based on query type","Workflows requiring domain-specific or news-specific searches"],"limitations":["Domain filtering depends on Tavily's URL classification accuracy","Deeper search (max_depth) increases latency and API cost","Parameter combinations may yield no results if too restrictive","News topic mode only covers Tavily's news index, not all news sources"],"requires":["Tavily API key","Understanding of search parameter semantics"],"input_types":["text (query string), optional text (domain list), optional enum (topic: 'general' or 'news'), optional integer (max_results, search_depth)"],"output_types":["JSON (search results filtered by parameters)"],"categories":["search-retrieval","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm_npm-tavily-mcp__cap_4","uri":"capability://safety.moderation.error.handling.and.api.resilience","name":"error handling and api resilience","description":"Implements error handling for Tavily API failures, network timeouts, and invalid parameters. Returns structured error responses via MCP protocol with descriptive messages and error codes. 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The MCP server validates API keys on startup and includes them in all Tavily API requests. Supports secure credential storage patterns and prevents key leakage in logs or error messages.","intents":["I want to securely configure my Tavily API key without hardcoding it","I need to rotate or update my API key without restarting the server","I want to ensure my API key is not exposed in logs or error messages"],"best_for":["Production deployments requiring secure credential management","Teams using environment-based configuration","Deployments in containerized or cloud environments"],"limitations":["API key must be available at server startup","No built-in key rotation without server restart","Credentials stored in environment variables are visible to process inspection","No support for temporary or scoped API tokens"],"requires":["Tavily API key (obtain from Tavily dashboard)","Environment variable or config file with API key"],"input_types":["environment variable or config file"],"output_types":["authenticated API requests to Tavily"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Tavily API key (free tier available)","Node.js 16+ for running MCP server","Claude Desktop or compatible MCP client","Network connectivity to Tavily API endpoints","Tavily API key with extraction capability enabled","Valid, publicly accessible URLs","Network connectivity to target websites","Node.js 16+ runtime","MCP client (Claude Desktop, LangChain MCP integration, etc.)","Tavily API key"],"failure_modes":["Requires active Tavily API subscription and valid API key","Search results depend on Tavily's index freshness and coverage","Rate limiting applies based on Tavily subscription tier","No local caching of results — each search incurs API call cost","Extraction quality depends on page structure and JavaScript rendering requirements","Some sites may block or rate-limit automated extraction","Large pages may be truncated or summarized to fit token limits","No support for PDF or non-HTML document formats","Requires MCP client support — not compatible with non-MCP LLM frameworks","Server must be running and accessible to the MCP client","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.6312346896628672,"quality":0.22,"ecosystem":0.5000000000000001,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:24.483Z","last_scraped_at":"2026-05-03T14:23:33.776Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":71638,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=npm-tavily-mcp","compare_url":"https://unfragile.ai/compare?artifact=npm-tavily-mcp"}},"signature":"W8zVyTDRdbBWHpluquFnTKruU8g0dMViqaB3w+fpXqdSAH+j8t9Fy0hFD29CkV1fR2lVUMHFk4dnACbkH3ZzCg==","signedAt":"2026-06-20T17:45:04.504Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/npm-tavily-mcp","artifact":"https://unfragile.ai/npm-tavily-mcp","verify":"https://unfragile.ai/api/v1/verify?slug=npm-tavily-mcp","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}