Deterministic writing filter. Marks 43 AI patterns with the line and the fix.
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Scored across 1 tool
With only one tool, there is no possibility of overlapping purposes or confusion between tools. The tool's purpose is uniquely defined within the server.
The single tool name 'scan_draft' follows a clear verb_noun pattern, and since there is only one name, consistency is trivially upheld.
The server has exactly one tool, which is borderline thin even if the tool's scope is well-defined. It serves a narrow purpose but feels slightly under-equipped for the 'Prose Coach' label.
The tool thoroughly covers the stated function of scanning drafts for AI patterns and returning fixes, leaving no dead ends for that specific task. However, a coach might realistically benefit from additional capabilities like batch scanning or detailed style reports, so a minor gap exists.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
scan_draft1 field changedOutput schema / (root)Previous value: -nullNew value: +{
+ "$schema": "http://json-schema.org/draft-07/schema#",
+ "additionalProperties": false,
+ "properties": {
+ "bannedVocabCount": {
+ "description": "Free tier: banned vocabulary patterns detected.",
+ "type": "number"
+ },
+ "burstiness": {
+ "description": "Sentence-rhythm variation, 0-10.",
+ "type": "number"
+ },
+ "densityPer100": {
+ "description": "Markers per 100 words.",
+ "type": "number"
+ },
+ "draftsRemaining": {
+ "description": "Free-tier drafts left today.",
+ "type": "number"
+ },
+ "findings": {
+ "description": "PRO tier: each fired rule with severity and hit count.",
+ "items": {
+ "additionalProperties": false,
+ "properties": {
+ "count": {
+ "type": "number"
+ },
+ "id": {
+ "type": "string"
+ },
+ "severity": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "id",
+ "severity",
+ "count"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "limited": {
+ "description": "True when the scan was refused by a quota.",
+ "type": "boolean"
+ },
+ "reason": {
+ "description": "Quota that refused the scan: daily_drafts or rescan_cap.",
+ "type": "string"
+ },
+ "structuralTellCount": {
+ "description": "Free tier: structural tells detected.",
+ "type": "number"
+ },
+ "totalMarkers": {
+ "description": "Total AI-pattern markers found.",
+ "type": "number"
+ },
+ "verdict": {
+ "description": "Verdict band: low, light, moderate, or heavy.",
+ "type": "string"
+ },
+ "verdictLabel": {
+ "description": "Human-readable verdict.",
+ "type": "string"
+ },
+ "words": {
+ "description": "Word count of the scanned draft.",
+ "type": "number"
+ }
+ },
+ "type": "object"
+}scan_draft1 field changedInput schema / properties / text / maxLengthAdded value: +12000scan_draftDraftCheck: flags AI-writing patterns in prose with fix hints. Deterministic linter, not a detector.
Find the lines that make writing sound like AI, with a plain fix for each. Free to start.
Prose linter + AI-slop detector: weasel words, passive voice, hedging, and research-cited AI tells
Scan manuscript text for AI-slop prose patterns before publishing to Amazon KDP.
Add one secure layer between your agents and this server.