[
  {
    "id": "tavily-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "tavily_client.search(\"Who is Leo Messi?\")",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/extract",
    "excerpt": "Extract web page content from one or more specified URLs using Tavily Extract.",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "tavily_client.crawl(\"https://docs.tavily.com\", instructions=\"Find all pages on the Python SDK\")",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-gh-1",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "Map lets you discover and visualize the structure of a website starting from a base URL.",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "tavily_client.research(\"What are the latest developments in AI?\")",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-gh-2",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "Instantiate `TavilyClient()` with no arguments and the SDK runs in keyless mode against the public Tavily API. Keyless mode supports `search()` and `extract()` only",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-gh-3",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "Use exact_match=True to only return results containing the exact phrase(s) inside quotes",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-gh-4",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "context = tavily_client.get_search_context(query=\"What happened during the Burning Man floods?\")",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-gh-5",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "answer = tavily_client.qna_search(query=\"Who is Leo Messi?\")",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/mcp",
    "excerpt": "The Tavily MCP server provides: Seamless interaction with the tavily-search and tavily-extract tools",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/rate-limits",
    "excerpt": "the API returns a `429 Too Many Requests` response with a `retry-after` header indicating the number of seconds to wait before making another request",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-7",
    "tier": "claimed-docs",
    "url": "https://www.tavily.com/pricing",
    "excerpt": "1,000 API credits / month ... No credit card required",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-8",
    "tier": "claimed-docs",
    "url": "https://www.tavily.com/pricing",
    "excerpt": "Pay only for what you use",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "Let your coding agent install and configure Tavily for you.",
    "fetchedAt": "2026-09-04T00:34:37.707Z"
  },
  {
    "id": "tavily-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "tavily_client = TavilyClient(api_key=\"tvly-YOUR_API_KEY\")\nresponse = tavily_client.search(\"Who is Leo Messi?\")",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "response = tavily_client.crawl(\"https://docs.tavily.com\", instructions=\"Find all pages on the Python SDK\")",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "response = tavily_client.map(\"https://docs.tavily.com\")",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "response = tavily_client.research(\"What are the latest developments in AI?\")",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-gh-6",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "You can try Tavily without an API key. Instantiate `TavilyClient()` with no arguments and the SDK runs in keyless mode against the public Tavily API.",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-14",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/mcp",
    "excerpt": "Compatible with both Cursor and Claude Desktop! Tavily MCP is also compatible with any MCP client.",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "pip install tavily-python",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com",
    "excerpt": "Read and execute tavily.com/agent-setup/SKILL.md",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/rate-limits",
    "excerpt": "Environment Requests per minute (RPM) Development 100 Production 1,000",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-docs-18",
    "tier": "claimed-docs",
    "url": "https://www.tavily.com",
    "excerpt": "Requests pass through security, privacy, and content validation layers that block PII leakage, prompt injection, and malicious sources.",
    "fetchedAt": "2026-09-04T00:36:12.446Z"
  },
  {
    "id": "tavily-gh-7",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "Crawl lets you traverse a website's content starting from a base URL.",
    "fetchedAt": "2026-09-04T00:37:51.020Z"
  },
  {
    "id": "tavily-gh-8",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "Tavily Research\n\nResearch lets you create comprehensive research reports on any topic, with aut",
    "fetchedAt": "2026-09-04T00:37:51.020Z"
  },
  {
    "id": "tavily-gh-9",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "you now have a context string that you can feed directly into your RAG Application",
    "fetchedAt": "2026-09-04T00:37:51.020Z"
  },
  {
    "id": "tavily-gh-10",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "This is how you get accurate and concise answers to questions, in one line of code. Perfect for usage by LLMs!",
    "fetchedAt": "2026-09-04T00:37:51.020Z"
  },
  {
    "id": "tavily-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/mcp",
    "excerpt": "The Tavily MCP server provides:\n\n*   Seamless interaction with the tavily-search and tavily-extract tools",
    "fetchedAt": "2026-09-04T00:37:51.020Z"
  },
  {
    "id": "tavily-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/rate-limits",
    "excerpt": "`Production`\n\n1,000",
    "fetchedAt": "2026-09-04T00:37:51.020Z"
  },
  {
    "id": "tavily-docs-21",
    "tier": "claimed-docs",
    "url": "https://www.tavily.com/pricing",
    "excerpt": "1,000 API credits / month\n\nNo credit card required",
    "fetchedAt": "2026-09-04T00:37:51.020Z"
  },
  {
    "id": "tavily-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/search.md",
    "excerpt": "Execute a search query using Tavily Search.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-23",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/extract.md",
    "excerpt": "Extract content from one URL or batch up to 20 URLs in one request. Successful URLs appear in results; per-URL failures appear in failed_results.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/crawl.md",
    "excerpt": "Tavily Crawl is a graph-based website traversal tool that can explore hundreds of paths in parallel with built-in extraction and intelligent discovery.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-25",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/map.md",
    "excerpt": "Tavily Map traverses websites like a graph and can explore hundreds of paths in parallel with intelligent discovery to generate comprehensive site maps.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-26",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/research.md",
    "excerpt": "Tavily Research performs comprehensive research on a given topic by conducting multiple searches, analyzing sources, and generating a detailed research report.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-27",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/research.md",
    "excerpt": "\"mini\" is optimized for targeted, efficient research and works best for narrow or well-scoped questions. \"pro\" provides comprehensive, multi-angle research",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-28",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/research-get.md",
    "excerpt": "Retrieve the status and results of a research task using its request ID.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-29",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/research-streaming.md",
    "excerpt": "When using the Tavily Research API, you can stream responses in real-time by setting `stream: true` in your request.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-30",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/usage.md",
    "excerpt": "Get API key and account usage details",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-31",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/api-reference/endpoint/logs.md",
    "excerpt": "Retrieve per-request usage logs for the API keys under your account or organization.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-32",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/sdk/python/quick-start.md",
    "excerpt": "The Python SDK allows for easy interaction with the Tavily API, offering the full range of our search functionality directly from your Python programs.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-33",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/sdk/python/reference.md",
    "excerpt": "You can attach a Project ID to your client to organize and track API usage by project. This is useful when a single API key is used across multiple projects.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-34",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/sdk/python/reference.md",
    "excerpt": "You can attach session and user identifiers to your client for attribution and analytics across multi-step interactions and agent workflows.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-35",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/sdk/javascript/quick-start.md",
    "excerpt": "Tavily's JavaScript SDK allows for easy interaction with the Tavily API, offering the full range of our search and extract functionalities directly from your JavaScript and TypeScript programs.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-36",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/sdk/javascript/reference.md",
    "excerpt": "If you would like to specify a proxy to be used when making requests, you can do so by passing in a proxy parameter on client instantiation.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-37",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/documentation/mcp.md",
    "excerpt": "Compatible with both [Cursor](https://cursor.sh) and [Claude Desktop](https://claude.ai/download)! Tavily MCP is also compatible with any MCP client.",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-gh-11",
    "tier": "github",
    "url": "https://github.com/tavily-ai/tavily-python",
    "excerpt": "You can try Tavily without an API key. Instantiate `TavilyClient()` with no arguments and the SDK runs in keyless mode against the public Tavily API. Keyless mode supports `search()` and `extract()` only",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-38",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/llms.txt",
    "excerpt": "tvly search \"latest AI news\"\ntvly extract \"https://example.com\"\ntvly crawl \"https://docs.example.com\" --depth 2\ntvly research \"compare React vs Svelte for production apps\"",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-docs-39",
    "tier": "claimed-docs",
    "url": "https://docs.tavily.com/sdk/python/quick-start.md",
    "excerpt": "You get 1,000 free API Credits every month. **No credit card required.**",
    "fetchedAt": "2026-09-16T05:52:32.795Z"
  },
  {
    "id": "tavily-probe-1",
    "tier": "probe",
    "url": "https://docs.tavily.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.tavily.com/llms.txt # Tavily Docs\n\n> Tavily is the web layer for AI agents: real-time web search, content extraction, site crawling, site ma",
    "fetchedAt": "2026-09-16T05:52:38.317Z"
  },
  {
    "id": "tavily-probe-2",
    "tier": "probe",
    "url": "https://docs.tavily.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.tavily.com/openapi.json, https://docs.tavily.com/swagger.json, https://docs.tavily.com/api/openapi.json, https://docs.tavily.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T05:52:38.317Z"
  },
  {
    "id": "tavily-probe-3",
    "tier": "probe",
    "url": "https://docs.tavily.com/documentation/mcp",
    "excerpt": "official MCP server documented at https://docs.tavily.com/documentation/mcp",
    "fetchedAt": "2026-09-16T05:52:38.317Z"
  }
]