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by io.github.tang-vu
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Research with Keryx

research

Research a question under a USDC creator-payment budget. Keryx selects sources, pays access tolls and weighted citation rewards on the configured Arc network, then returns qualified source excerpts and a receipt. Complete synthesis and per-assertion entailment remain unverified. This remote surface uses Keryx's treasury; anonymous research is sponsored, not caller-funded usage. Public research may send your question to our search provider. The source USDC budget is separate from model and search operating costs. For retained or repository bibliography use free paper_lookup with an exact identifier. An ordinary explicit exact-original bibliography request can also return a separate metadata-only record and references without a model call or creator payment; page status and full-paper evidence remain separate. New runs record remote MCP ingress. A verified ask-scoped API key attributes the run to its wallet; anonymous runs have no wallet owner. Editable client names establish no identity or spending authority.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNoResearch depth; default deep.
modelNoOptional Keryx model catalog id, for example deepseek-chat.
budgetNoMaximum creator-payment budget in USDC; 0 allows free sources without purchases or rewards. Clamped to the caller's tier.
languageNoLanguage of generated labels only; the original question and answer are unchanged. Omitted labels follow qualified recorded answer language when available; historical and unqualified answer language remains unknown.
questionYesResearch question.
scholarlyNoOpt in to bounded Crossref/arXiv paper discovery; sends the question to those providers.
reviewFirstNoReview-first requires the authenticated live browser; this adapter refuses true.
researchModeNo
responseModeNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / language / description
      Previous value: -"Language of generated labels only; the original question and answer are unchanged. Answer language is not recorded by this producer."New value: +"Language of generated labels only; the original question and answer are unchanged. Omitted labels follow qualified recorded answer language when available; historical and unqualified answer language remains unknown."
  2. Changed1 schema field changed
    • addedInput schema / properties / language
      Added value: +{
+  "description": "Language of generated labels only; the original question and answer are unchanged. Answer language is not recorded by this producer.",
+  "enum": [
+    "en",
+    "vi",
+    "pt",
+    "pt-BR",
+    "es"
+  ],
+  "type": "string"
+}
  3. Changed3 schema fields changed
    • addedInput schema / properties / researchMode
      Added value: +{
+  "not": {}
+}
    • addedInput schema / properties / responseMode
      Added value: +{
+  "not": {}
+}
    • addedInput schema / properties / reviewFirst
      Added value: +{
+  "const": false,
+  "description": "Review-first requires the authenticated live browser; this adapter refuses true.",
+  "type": "boolean"
+}
  4. Changed3 schema fields changed
    • changedInput schema / properties / budget / description
      Previous value: -"Maximum creator-payment budget in USDC; clamped to the caller's tier."New value: +"Maximum creator-payment budget in USDC; 0 allows free sources without purchases or rewards. Clamped to the caller's tier."
    • removedInput schema / properties / budget / exclusiveMinimum
      Removed value: -0
    • addedInput schema / properties / budget / minimum
      Added value: +0
  5. Changed2 schema fields changed
    • addedInput schema / properties / mode
      Added value: +{
+  "description": "Research depth; default deep.",
+  "enum": [
+    "quick",
+    "deep"
+  ],
+  "type": "string"
+}
    • addedInput schema / properties / scholarly
      Added value: +{
+  "description": "Opt in to bounded Crossref/arXiv paper discovery; sends the question to those providers.",
+  "type": "boolean"
+}
  6. First observed

TDQS

Score is being calculated.

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