Tanod ML

utilpeek: extract keyphrases from a text (RAKE)

text_keywords

Read-onlyIdempotent

utilpeek: Extract the keywords and keyphrases of a text. Returns the top keyphrases of a text by RAKE (phrases between stop words and punctuation, scored by word degree / frequency), with score and count. Input: text, optional language, top_n and max_words. Typically under 0.3 s. Price: USD 0.002. Free: 10 utilpeek calls per IP per UTC day. Tanod does not log or store the submitted text; it is processed in memory for this answer.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`text`	Yes	The text (at most 200,000 characters).
`top_n`	No	Keyphrases to return, best first (1-100, default 10).
`language`	No	Stop-word language: de, en (default), es, fr, it, nl or pt.	en
`max_words`	No	Longest keyphrase, in words.

Output Schema

TableJSON Schema

Name	Required	Description
`note`	No
`error`	No	Only on an error result: an object {code, message}, or the reason string of an x402 PaymentRequired object.
`method`	No
`source`	No
`keywords`	No
`language`	No
`candidates`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed3 schema fields changedOct 8, 2026

addedInput schema / properties / language / description

Added value: +"Stop-word language: de, en (default), es, fr, it, nl or pt."

addedInput schema / properties / top_n / description

Added value: +"Keyphrases to return, best first (1-100, default 10)."

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "candidates": {
+      "type": [
+        "integer",
+        "null"
+      ]
+    },
+    "error": {
+      "description": "Only on an error result: an object {code, message}, or the reason string of an x402 PaymentRequired object."
+    },
+    "keywords": {
+      "items": {
+        "properties": {
+          "count": {
+            "type": [
+              "integer",
+              "null"
+            ]
+          },
+          "phrase": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "score": {
+            "type": [
+              "number",
+              "null"
+            ]
+          }
+        },
+        "type": [
+          "object",
+          "null"
+        ]
+      },
+      "type": [
+        "array",
+        "null"
+      ]
+    },
+    "language": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "method": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "note": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "source": {
+      "type": [
+        "object",
+        "null"
+      ]
+    }
+  },
+  "type": "object"
+}

First observedOct 8, 2026

TDQS

Score is being calculated.

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