AI Applyd

Optimize Resume with AI

aiapplyd_optimize_resume

Rewrite a resume so it passes ATS screening. Returns the rewritten resume, a projected ATS score, and an itemised summary of every change made. Pass job_description to tailor the rewrite to one specific posting, or omit it for general ATS optimization. Requires a connected AI Applyd account. Uses the user's AI credits. Do not use it to apply: aiapplyd_apply tailors the resume for every application on its own. resume_text is optional: the user can paste or attach a resume in the chat, and you pass its text as resume_text. Without it, the tool uses the resume already on the user's account. In ChatGPT the user can attach a resume file; pass it as resume_file.

Input Schema

TableJSON Schema

Name	Required	Description
`resume_file`	No	In ChatGPT the user can attach a resume file; pass it as resume_file. It is downloaded once, right away: PDF, DOCX or plain text, up to 10 MB.
`resume_text`	No	Full text of the resume to optimize. The resume the user pasted or attached in this conversation, as plain text. Omit it to use the resume already on the user's AI Applyd account.
`job_description`	No	Full text of the target job description (optional, omit for general ATS optimization)

Output Schema

TableJSON Schema

Name	Required	Description	Default
`changes`	Yes
`optimizedResume`	Yes
`projectedAtsScore`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed3 schema fields changedOct 14, 2026

addedInput schema / properties / resume_file

Added value: +{
+  "additionalProperties": false,
+  "description": "In ChatGPT the user can attach a resume file; pass it as resume_file. It is downloaded once, right away: PDF, DOCX or plain text, up to 10 MB.",
+  "properties": {
+    "download_url": {
+      "format": "uri",
+      "type": "string"
+    },
+    "file_id": {
+      "type": "string"
+    },
+    "file_name": {
+      "type": "string"
+    },
+    "mime_type": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "download_url",
+    "file_id"
+  ],
+  "type": "object"
+}

changedInput schema / properties / resume_text / description

Previous value: -"Full text of the resume to optimize"New value: +"Full text of the resume to optimize. The resume the user pasted or attached in this conversation, as plain text. Omit it to use the resume already on the user's AI Applyd account."

removedInput schema / required
```
Removed value: -[
-  "resume_text"
-]
```

Changed2 schema fields changedOct 10, 2026
- removedOutput schema / properties / projectedAtsScore / anyOf
```
Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / projectedAtsScore / type
```
Added value: +[
+  "number",
+  "null"
+]
```
Changed3 schema fields changedSep 25, 2026
- removedInput schema / additionalProperties
```
Removed value: -false
```
- addedOutput schema / properties / projectedAtsScore / anyOf
```
Added value: +[
+  {
+    "type": "number"
+  },
+  {
+    "type": "null"
+  }
+]
```
- removedOutput schema / properties / projectedAtsScore / type
```
Removed value: -[
-  "number",
-  "null"
-]
```

Changed1 schema field changedSep 25, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "changes": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "optimizedResume": {
+      "type": "string"
+    },
+    "projectedAtsScore": {
+      "type": [
+        "number",
+        "null"
+      ]
+    }
+  },
+  "required": [
+    "optimizedResume",
+    "changes",
+    "projectedAtsScore"
+  ],
+  "type": "object"
+}

First observedSep 23, 2026

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