[
  {
    "id": "undermind-docs-1",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "This adds Undermind directly to Cursor",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-2",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/enterprise",
    "excerpt": "Integrate Undermind's deep literature research capabilities directly into your other tools and workflows.",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-3",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Undermind works with any MCP-compatible client. The protocol's recommended way for a new client to identify itself is a Client ID Metadata Document (CIMD).",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-4",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Runs a deep literature review from an open-ended research goal and produces a ranked list of papers with a written synthesis. Plans its own searches, follows citations and key authors, and stops only when new searches stop finding relevant papers.",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-5",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Reads full-text PDFs in parallel and answers specific questions across many papers at once, including from figures, tables, and equations.",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-6",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Creates and edits Markdown notes, syntheses, and reports in the workspace. Citations link back to the source papers, and files stay available to agents across sessions.",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-7",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Curate papers into a folder for long-term use.",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-8",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Star important papers across the workspace.",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-9",
    "tier": "claimed-docs",
    "url": "https://undermind.ai",
    "excerpt": "Get notified whenever relevant papers are published.",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-10",
    "tier": "claimed-docs",
    "url": "https://undermind.ai",
    "excerpt": "Undermind's v1 search engine delivered 10x better results than Google Scholar",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-11",
    "tier": "claimed-docs",
    "url": "https://undermind.ai",
    "excerpt": "Deepest analysis of full texts",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-12",
    "tier": "claimed-docs",
    "url": "https://undermind.ai",
    "excerpt": "Trace any statement by following in-line citations back to the source paper",
    "fetchedAt": "2026-09-04T19:14:21.915Z"
  },
  {
    "id": "undermind-docs-13",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "This adds Undermind to VS Code as an MCP server.",
    "fetchedAt": "2026-09-04T19:16:04.160Z"
  },
  {
    "id": "undermind-docs-14",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "claude mcp add --transport http undermind https://mcp.undermind.ai/mcp",
    "fetchedAt": "2026-09-04T19:16:04.160Z"
  },
  {
    "id": "undermind-docs-15",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Point the client at `https://mcp.undermind.ai/mcp`",
    "fetchedAt": "2026-09-04T19:16:04.160Z"
  },
  {
    "id": "undermind-docs-16",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Plans its own searches, follows citations and key authors, and stops only when new searches stop finding relevant papers.",
    "fetchedAt": "2026-09-04T19:16:04.160Z"
  },
  {
    "id": "undermind-docs-17",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/enterprise",
    "excerpt": "Programmatic queries via API",
    "fetchedAt": "2026-09-04T19:16:04.160Z"
  },
  {
    "id": "undermind-docs-18",
    "tier": "claimed-docs",
    "url": "https://undermind.ai",
    "excerpt": "Deepest analysis of full texts 10x higher usage limits Unlimited workspaces, files, and paper libraries",
    "fetchedAt": "2026-09-04T19:16:04.160Z"
  },
  {
    "id": "undermind-docs-19",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Undermind works with any MCP-compatible client.",
    "fetchedAt": "2026-09-04T19:17:47.642Z"
  },
  {
    "id": "undermind-docs-20",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/case-studies/gsk",
    "excerpt": "Work which would take weeks with an agency takes a few hours with this tool.",
    "fetchedAt": "2026-09-04T19:17:47.642Z"
  },
  {
    "id": "undermind-docs-21",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/mcp",
    "excerpt": "Undermind is available as a published ChatGPT app.",
    "fetchedAt": "2026-09-16T05:20:38.447Z"
  },
  {
    "id": "undermind-docs-22",
    "tier": "claimed-docs",
    "url": "https://undermind.ai/case-studies/gsk",
    "excerpt": "shrinking days of effort into just a few minutes",
    "fetchedAt": "2026-09-16T05:20:38.447Z"
  },
  {
    "id": "undermind-comm-1",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "OK, I'm both impressed and disappointed. It seems to rely too much on citation count, and I don't see much dissertations/theses in the results, even though relevant ones exist.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-2",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "This is a nice search engine. I found it to be more effective than crawling with Google Scholar. Good work guys!",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-3",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "Independent researcher without academic address; can't get in. Best of luck.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-4",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "Overall, I am impressed, and I can easily imagine my lab paying for this... but it seems to have missed a lot of the gray literature, particularly studies on animal advocacy websites.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "As a CS academic, the top 10 results contained two items I really ought to have found myself... overall I'm very impressed with this.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "Pretty good, it found some useful references I missed in Google Scholar and Arxiv. Looks promising, will use it more.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "How would you compare your product to elicit.ai? In my opinion elicit has better looking UI and much more features and further along.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "Compared roughly similar research questions using Claude 3.5 Sonnet and Undermind. Claude is reluctant to provide references, but Undermind solves this particular problem - a great complement for my research question.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "I'm a marketer rather than a scientist but this proved very useful in helping me find research applicable to my field of work (CRM marketing).",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "Curious as to what it's doing under the hood, the query to return the results takes an excruciatingly long time... are you searching remote sources vs a local index?",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "Very happy subscriber here. I do a lot of searching with it, however... would you consider adding an option to pay per query rather than just per monthly subscription?",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "Been using Undermind for several months now and it's honestly been a lifesaver in getting a comprehensive understanding of a research topic.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41069909",
    "excerpt": "'Please use a valid institutional or company email address.' This is obnoxious. Please remove this unnecessary roadblock.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-14",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=39906683",
    "excerpt": "Hmm, does this just use traditional term frequency search under the hood with query expansion? Using GPT4 as a cross encoder seems really wasteful in terms of compute and latency... but damn 3-6mins is brutal.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-15",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=39906683",
    "excerpt": "I actually was able to find at least 4 new informative papers... in less than six minutes, your search engine was able to give me more relevant search results than probably a week of searching Science Direct.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-16",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=39906683",
    "excerpt": "These are the best results that I've gotten from an AI research assistant. I really don't mind the long latency... The 'Discovery Progress and Exhaustiveness' section is a bit confusing as a user.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-comm-17",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=39906683",
    "excerpt": "If you look at elicit.com, look at their branding, the quality of their design, then look at your competing site. You need to up your game to get trust.",
    "fetchedAt": "2026-09-04T19:24:57.515Z"
  },
  {
    "id": "undermind-probe-1",
    "tier": "probe",
    "url": "https://undermind.ai/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 404 at https://undermind.ai/llms.txt",
    "fetchedAt": "2026-09-16T05:20:39.341Z"
  },
  {
    "id": "undermind-probe-2",
    "tier": "probe",
    "url": "https://undermind.ai/mcp.md",
    "excerpt": "PROBE docs-md: HTTP 404 at https://undermind.ai/mcp.md",
    "fetchedAt": "2026-09-16T05:20:39.341Z"
  },
  {
    "id": "undermind-probe-3",
    "tier": "probe",
    "url": "https://undermind.ai/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://undermind.ai/openapi.json, https://undermind.ai/swagger.json, https://undermind.ai/api/openapi.json, https://undermind.ai/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T05:20:39.341Z"
  },
  {
    "id": "undermind-probe-4",
    "tier": "probe",
    "url": "https://undermind.ai/mcp",
    "excerpt": "official MCP server documented at https://undermind.ai/mcp",
    "fetchedAt": "2026-09-16T05:20:39.341Z"
  }
]