AI Applyd

Score Resume

aiapplyd_score_resume

Score a resume for ATS compatibility. Returns an overall score, section scores, the keywords the resume matches and the ones it is missing, and specific rewrite suggestions. Pass job_description to score against a posting, or omit it for a general ATS readiness score. Requires a connected AI Applyd account and uses the user's credits. Do not use it to rewrite the resume; use aiapplyd_optimize_resume. Next: aiapplyd_optimize_resume rewrites the resume against the same posting. 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. 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 job description (optional, omit for a general ATS readiness score)

Output Schema

TableJSON Schema

Name	Required	Description	Default
`suggestions`	Yes
`overallScore`	Yes
`sectionScores`	Yes
`keywordMatches`	Yes
`missingKeywords`	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"New value: +"Full text of the resume. 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"
-]
```

Changed1 schema field changedSep 25, 2026
- removedInput schema / additionalProperties
```
Removed value: -false
```

Changed1 schema field changedSep 25, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "keywordMatches": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "missingKeywords": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "overallScore": {
+      "type": "number"
+    },
+    "sectionScores": {
+      "additionalProperties": false,
+      "properties": {
+        "education": {
+          "type": "number"
+        },
+        "experience": {
+          "type": "number"
+        },
+        "formatting": {
+          "type": "number"
+        },
+        "keywords": {
+          "type": "number"
+        },
+        "skills": {
+          "type": "number"
+        }
+      },
+      "required": [
+        "skills",
+        "experience",
+        "education",
+        "formatting",
+        "keywords"
+      ],
+      "type": "object"
+    },
+    "suggestions": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "overallScore",
+    "sectionScores",
+    "keywordMatches",
+    "missingKeywords",
+    "suggestions"
+  ],
+  "type": "object"
+}

First observedSep 23, 2026

TDQS

Score is being calculated.

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