Tanod ML

utilpeek: summarize a text by picking its key sentences

text_summarize

Read-onlyIdempotent

utilpeek: Summarize a text by picking its key sentences. Returns an extractive summary: the most central sentences (or ratio of them) by LexRank, picked verbatim and kept in their original order, with per-sentence scores. It does not paraphrase, shorten or check facts. Input: text, optional language, sentences or ratio. Typically under 0.5 s. Price: USD 0.003. 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).
`ratio`	No	Pick this share of the sentences instead (at most 100).
`language`	No	Stop-word language: de, en (default), es, fr, it, nl or pt.	en
`sentences`	No	Sentences to pick (ignored when ratio is set).

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
`summary`	No
`sentences`	No
`iterations`	No
`input_truncated`	No
`sentences_total`	No
`sentences_selected`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedOct 8, 2026

addedInput schema / properties / language / description

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

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "error": {
+      "description": "Only on an error result: an object {code, message}, or the reason string of an x402 PaymentRequired object."
+    },
+    "input_truncated": {
+      "type": [
+        "boolean",
+        "null"
+      ]
+    },
+    "iterations": {
+      "type": [
+        "integer",
+        "null"
+      ]
+    },
+    "method": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "note": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "sentences": {
+      "items": {
+        "type": [
+          "object",
+          "null"
+        ]
+      },
+      "type": [
+        "array",
+        "null"
+      ]
+    },
+    "sentences_selected": {
+      "type": [
+        "integer",
+        "null"
+      ]
+    },
+    "sentences_total": {
+      "type": [
+        "integer",
+        "null"
+      ]
+    },
+    "source": {
+      "type": [
+        "object",
+        "null"
+      ]
+    },
+    "summary": {
+      "type": [
+        "string",
+        "null"
+      ]
+    }
+  },
+  "type": "object"
+}

First observedOct 8, 2026

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