The official MCP server for JobGPT — auto-apply to jobs, generate custom resumes, and track job applications
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Scored across 35 tools
Each tool targets a distinct resource and action. Tools like get_job vs get_application vs get_job_hunt are clearly separated, and match_jobs vs search_jobs are well-differentiated by saved vs explicit filters. No two tools appear to do the same thing.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., create_job_hunt, list_applications, update_salary). Even longer names like add_job_to_applications maintain the convention with clear, predictable structure.
With 35 tools, the server exceeds the 25+ threshold that indicates an overly large surface. While the breadth covers a comprehensive job search workflow, the number is likely overwhelming and could be consolidated without losing functionality.
The tool set covers the full job hunt lifecycle: creating hunts, searching/matching jobs, applying, tracking applications, managing resumes (including AI-generated versions), outreach, interviews, profile, and compensation. There are no obvious dead ends; update and delete operations are available where needed.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
create_job_hunt2 fields changedInput schema / properties / config / properties / titles / descriptionPrevious value: -"Job titles to match (required)"New value: +"Job titles to match (required, max 6)"Input schema / properties / config / properties / titles / maxItemsAdded value: +6update_job_hunt2 fields changedInput schema / properties / config / properties / titles / descriptionPrevious value: -"Job titles to match"New value: +"Job titles to match (max 6)"Input schema / properties / config / properties / titles / maxItemsAdded value: +6update_profile12 fields changedInput schema / properties / ethnicityAdded value: +{
+ "description": "Ethnicity",
+ "type": "string"
+}Input schema / properties / firstNameAdded value: +{
+ "description": "Your first name",
+ "type": "string"
+}Input schema / properties / fullNameRemoved value: -{
- "description": "Your full name",
- "type": "string"
-}Input schema / properties / genderAdded value: +{
+ "description": "Gender",
+ "enum": [
+ "male",
+ "female"
+ ],
+ "type": "string"
+}Input schema / properties / immigrationSponsorshipRequiredAdded value: +{
+ "description": "Whether you require immigration/visa sponsorship (e.g., H1B)",
+ "type": "boolean"
+}Input schema / properties / lastNameAdded value: +{
+ "description": "Your last name",
+ "type": "string"
+}Input schema / properties / noticePeriodDaysAdded value: +{
+ "description": "Notice period in days (0-180)",
+ "type": "number"
+}Input schema / properties / openToRelocationAdded value: +{
+ "description": "Whether you are open to relocating for a job",
+ "type": "boolean"
+}Input schema / properties / phoneCountryCodeAdded value: +{
+ "description": "Phone country dial code with + prefix (e.g., \"+1\" for US, \"+91\" for India)",
+ "type": "string"
+}Input schema / properties / phoneCountryIsoAdded value: +{
+ "description": "ISO country code for the phone number (e.g., \"US\", \"IN\")",
+ "type": "string"
+}Input schema / properties / phoneNumberAdded value: +{
+ "description": "Phone number without country code (e.g., \"4084586677\")",
+ "type": "string"
+}Input schema / properties / workPermitLocationsAdded value: +{
+ "description": "Countries where you have work authorization, as ISO country codes (e.g., [\"US\", \"CA\", \"GB\"])",
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+}search_jobs2 fields changedInput schema / properties / titles / descriptionPrevious value: -"Job titles to search for (e.g., [\"Software Engineer\", \"Senior Developer\"])"New value: +"Job titles to search for (e.g., [\"Software Engineer\", \"Senior Developer\"]). Max 6 titles."Input schema / properties / titles / maxItemsAdded value: +6upload_resumeupload_resume_from_urlupdate_salary5 fields changedInput schema / properties / base / descriptionPrevious value: -"Base salary"New value: +"Base salary. For INR: in lakhs (e.g., 20 = 20 lakhs). For USD/others: in thousands (e.g., 400 = $400K)"Input schema / properties / bonus / descriptionPrevious value: -"Annual bonus"New value: +"Annual bonus. Same unit convention as base"Input schema / properties / signingBonus / descriptionPrevious value: -"Signing bonus"New value: +"Signing bonus. Same unit convention as base"Input schema / properties / stocks / descriptionPrevious value: -"Annual stock/equity value"New value: +"Annual stock/equity value. Same unit convention as base"Input schema / properties / targetSalary / descriptionPrevious value: -"Target salary"New value: +"Target salary. Same unit convention as base"add_job_to_applicationsapply_to_jobcreate_job_huntdelete_resumegenerate_resume_for_jobget_applicationget_application_recruitersget_application_referrersget_application_statsget_creditsget_currenciesget_generated_resumeget_industriesget_jobget_job_huntget_job_recruitersget_job_referrersget_profileget_resumeget_salaryimport_job_by_urllist_applicationslist_generated_resumeslist_interviewslist_job_huntslist_outreacheslist_resumesmatch_jobssearch_jobssend_outreachupdate_applicationupdate_job_huntupdate_profileupdate_salaryupload_resume
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