{"id":704,"date":"2026-03-10T17:00:16","date_gmt":"2026-03-10T17:00:16","guid":{"rendered":"https:\/\/6figr.com\/blog\/?p=704"},"modified":"2026-03-10T17:00:16","modified_gmt":"2026-03-10T17:00:16","slug":"how-to-automate-your-job-search-in-gemini-cli-with-jobgpt-mcp","status":"publish","type":"post","link":"https:\/\/6figr.com\/blog\/how-to-automate-your-job-search-in-gemini-cli-with-jobgpt-mcp-704","title":{"rendered":"How to Automate Your Job Search in Gemini CLI with JobGPT MCP"},"content":{"rendered":"\n<p><em>Last updated: March 2026<\/em><\/p>\n\n\n\n<p>What if you could type <strong>&#8220;find me remote senior React jobs paying over $150k&#8221;<\/strong> into your terminal, and Google&#8217;s Gemini actually searched real job boards, saved the matches, and auto-applied for you?<\/p>\n\n\n\n<p>That&#8217;s exactly what the <strong>JobGPT MCP server<\/strong> does. It connects Gemini CLI to the full JobGPT platform: 34 tools covering job search, applications, resumes, recruiter outreach, and more. No browser tabs. No copy-pasting. Just ask.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is MCP?<\/h2>\n\n\n\n<p><strong>MCP (Model Context Protocol)<\/strong> is an open standard that lets AI assistants connect to external tools and services. Think of it as giving your AI hands. It can reach out, search for jobs, submit applications, and pull back results, all within your conversation.<\/p>\n\n\n\n<p>Google added MCP support to Gemini CLI, letting you connect to remote MCP servers over Streamable HTTP. Once connected, Gemini gains access to the entire JobGPT job search engine and automation platform.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What You Can Do<\/h2>\n\n\n\n<p>Once set up, just chat naturally with Gemini. Here are some things you can ask:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>&#8220;Search for remote Python developer jobs paying over $150k&#8221;<\/strong><\/li>\n<li><strong>&#8220;Create a job hunt for Senior Engineer roles in San Francisco&#8221;<\/strong><\/li>\n<li><strong>&#8220;Show me my application stats for the last 7 days&#8221;<\/strong><\/li>\n<li><strong>&#8220;Generate a tailored resume for this Google application&#8221;<\/strong><\/li>\n<li><strong>&#8220;Find recruiters for this job and draft an outreach email&#8221;<\/strong><\/li>\n<li><strong>&#8220;Auto-apply to the top 5 matches from my job hunt&#8221;<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Gemini handles the back-and-forth with JobGPT automatically. You just describe what you want in plain English.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Requirements<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Gemini CLI<\/strong> installed on your machine (<a href=\"https:\/\/github.com\/google-gemini\/gemini-cli\">install from GitHub<\/a>)<\/li>\n<li><strong>Node.js 18+<\/strong> (check with <code>node --version<\/code>)<\/li>\n<li>A <strong>JobGPT account<\/strong> with an API key<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Setup: Step by Step<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Step 1: Get Your API Key<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Go to <a href=\"https:\/\/6figr.com\/account\">6figr.com\/account<\/a><\/li>\n<li>Scroll to <strong>MCP Integrations<\/strong><\/li>\n<li>Click <strong>Generate API Key<\/strong><\/li>\n<li>Copy the key (it starts with <code>mcp_<\/code>)<\/li>\n<\/ol>\n\n\n\n<p>You&#8217;ll need a JobGPT account. If you don&#8217;t have one, <a href=\"http:\/\/6figr.com\/jobgpt-ai?utm_source=blog\">sign up here<\/a>. You get 5 free auto-apply credits to start.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 2: Add the JobGPT MCP Server<\/h3>\n\n\n\n<p>Gemini CLI reads MCP server config from a <code>settings.json<\/code> file. Open or create the file at:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>macOS\/Linux:<\/strong> <code>~\/.gemini\/settings.json<\/code><\/li>\n<li><strong>Windows:<\/strong> <code>%USERPROFILE%.geminisettings.json<\/code><\/li>\n<\/ul>\n\n\n\n<p>Add the following configuration. Replace <code>your-api-key-here<\/code> with the key you copied in Step 1:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n  \"mcpServers\": {\n    \"jobgpt\": {\n      \"httpUrl\": \"https:\/\/mcp.6figr.com\/mcp\",\n      \"headers\": {\n        \"Authorization\": \"Bearer your-api-key-here\"\n      },\n      \"timeout\": 30000\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<p>No extra packages to install. Gemini CLI connects directly to the hosted JobGPT server over Streamable HTTP.<\/p>\n\n\n\n<p>If you already have other MCP servers configured, just add the <code>\"jobgpt\"<\/code> block inside the existing <code>\"mcpServers\"<\/code> object.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 3: Start Using It<\/h3>\n\n\n\n<p>Launch Gemini CLI in your terminal:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>gemini<\/code><\/pre>\n\n\n\n<p>You should see JobGPT&#8217;s tools loaded. Just start asking about jobs, and Gemini will use the right tools automatically.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Alternative: Run the Server Locally<\/h3>\n\n\n\n<p>If you prefer to run the JobGPT MCP server on your own machine instead of connecting to the remote server:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n  \"mcpServers\": {\n    \"jobgpt\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"jobgpt-mcp-server\"],\n      \"env\": {\n        \"JOBGPT_API_KEY\": \"your-api-key-here\",\n        \"JOBGPT_API_URL\": \"https:\/\/6figr.com\"\n      }\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<p>This requires Node.js 18+ installed on your machine.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">All 34 Tools at Your Fingertips<\/h2>\n\n\n\n<p>The JobGPT MCP server gives Gemini access to <strong>34 tools<\/strong> across six categories:<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-background has-fixed-layout\" style=\"background-color:#fefefe\"><thead><tr><th><strong>Category<\/strong><\/th><th><strong>What You Can Do<\/strong><\/th><\/tr><\/thead><tbody><tr><td>Job Search<\/td><td>Search with filters, get job matches, view job details<\/td><\/tr><tr><td>Profile &amp; Salary<\/td><td>View\/update profile, manage compensation, check credits<\/td><\/tr><tr><td>Job Hunts<\/td><td>Create and manage saved searches with auto-apply<\/td><\/tr><tr><td>Applications<\/td><td>Track applications, view stats, auto-apply, import jobs by URL<\/td><\/tr><tr><td>Resume<\/td><td>Upload, generate tailored resumes, calculate match scores<\/td><\/tr><tr><td>Outreach<\/td><td>Find recruiters\/referrers, send personalized outreach emails<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Example Workflow<\/h2>\n\n\n\n<p>Here&#8217;s what a typical job search session looks like with Gemini CLI + JobGPT:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>You:<\/strong> &#8220;Create a job hunt for Senior Frontend Engineer roles in NYC, remote OK, $160k+ minimum&#8221;<\/li>\n<li><strong>Gemini:<\/strong> Creates the job hunt with your filters and returns the details<\/li>\n<li><strong>You:<\/strong> &#8220;Find matching jobs&#8221;<\/li>\n<li><strong>Gemini:<\/strong> Returns fresh job matches you haven&#8217;t seen before<\/li>\n<li><strong>You:<\/strong> &#8220;Add the Stripe and Airbnb jobs to my applications and auto-apply&#8221;<\/li>\n<li><strong>Gemini:<\/strong> Saves them, triggers auto-apply, confirms submission<\/li>\n<li><strong>You:<\/strong> &#8220;Generate a tailored resume for the Stripe application&#8221;<\/li>\n<li><strong>Gemini:<\/strong> Creates an AI-optimized resume highlighting relevant skills<\/li>\n<li><strong>You:<\/strong> &#8220;Find recruiters at Stripe and draft an outreach email&#8221;<\/li>\n<li><strong>Gemini:<\/strong> Finds contacts and drafts a personalized message<\/li>\n<\/ol>\n\n\n\n<p>All of this happens in a single terminal session. No browser tabs. No manual data entry.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" \/>\n\n\n\n<div class=\"wp-block-columns alignwide has-background is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\" style=\"background:linear-gradient(135deg,rgb(254,205,165) 0%,rgb(205,38,83) 0%,rgb(86,16,34) 100%)\">\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.67%\">\n<style>.wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta1, .wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta1[data-kb-block=\"kb-adv-headingmcp-gemini-cta1\"]{text-align:left;font-style:normal;color:#ffffff;}.wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta1 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta1[data-kb-block=\"kb-adv-headingmcp-gemini-cta1\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta1 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta1[data-kb-block=\"kb-adv-headingmcp-gemini-cta1\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h4 class=\"kt-adv-heading-mcp-gemini-cta1 wp-block-kadence-advancedheading\">Ready to supercharge your job search?<\/h4>\n\n\n<p class=\"has-text-color\" style=\"color:#ffffff\">Get your API key and start searching for jobs from your terminal in under 2 minutes.<\/p>\n\n<\/div>\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<style>.wp-block-kadence-advancedbtn.kb-btnsmcp-gemini-btn1{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btnsmcp-gemini-btn1 .kt-button{font-weight:normal;font-style:normal;}.kt-btnsmcp-gemini-btn1 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn1 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn1 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn1 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn1 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn1 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn1 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns-mcp-gemini-btn1\">\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btnmcp-gemini-sbtn1.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btnmcp-gemini-sbtn1.kb-button{color:#000000;background:#fafafa;border-top-left-radius:149px;border-top-right-radius:149px;border-bottom-right-radius:149px;border-bottom-left-radius:149px;box-shadow:1px 1px 2px 0px rgba(0, 0, 0, 0.2);}<\/style><a class=\"kb-button kt-button button kb-btnmcp-gemini-sbtn1 kt-btn-size-large kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-false  wp-block-kadence-singlebtn\" href=\"http:\/\/6figr.com\/jobgpt-ai?utm_source=blog\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">Try JobGPT Free u2192<\/span><\/a>\n<\/div>\n\n<\/div>\n\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Troubleshooting<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Tools not loading in Gemini CLI?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Make sure your <code>settings.json<\/code> is valid JSON (no trailing commas, correct brackets)<\/li>\n<li>Verify the file is at <code>~\/.gemini\/settings.json<\/code><\/li>\n<li>Restart Gemini CLI after editing the config<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">&#8220;API Error (401)&#8221; when using tools?<\/h3>\n\n\n\n<p>Your API key is invalid or expired. Generate a new one at <a href=\"https:\/\/6figr.com\/account\">6figr.com\/account<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">&#8220;Out of credits&#8221; message?<\/h3>\n\n\n\n<p>Operations like auto-apply and resume generation consume credits. You can <a href=\"https:\/\/6figr.com\/jobgpt?addCreditsPopup=true\">purchase more credits here<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">Is the JobGPT MCP server free?<\/h4>\n\n\n\n<p>The MCP server itself is free and open source. You get <strong>5 free auto-apply credits<\/strong> when you sign up for JobGPT. After that, credits start at $34.99\/month.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Does it work outside the US?<\/h4>\n\n\n\n<p>Yes. JobGPT supports <strong>US, Canada, UK + 150+ countries<\/strong>. The job search covers global listings.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Do I need to install anything besides Gemini CLI?<\/h4>\n\n\n\n<p>No. The remote setup connects directly to the hosted JobGPT server. If you choose the local alternative, you&#8217;ll need Node.js 18+.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Is Gemini CLI free?<\/h4>\n\n\n\n<p>Yes. Gemini CLI is free and open source. You just need a Google account to authenticate.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Can I use this alongside other MCP servers?<\/h4>\n\n\n\n<p>Absolutely. Just add JobGPT alongside your other servers in the same <code>settings.json<\/code> file. They all work independently.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" \/>\n\n\n\n<div class=\"wp-block-columns alignwide has-background is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\" style=\"background:linear-gradient(135deg,rgb(254,205,165) 0%,rgb(205,38,83) 0%,rgb(86,16,34) 100%)\">\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.67%\">\n<style>.wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta2, .wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta2[data-kb-block=\"kb-adv-headingmcp-gemini-cta2\"]{text-align:left;font-style:normal;color:#ffffff;}.wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta2 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta2[data-kb-block=\"kb-adv-headingmcp-gemini-cta2\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta2 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-headingmcp-gemini-cta2[data-kb-block=\"kb-adv-headingmcp-gemini-cta2\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h4 class=\"kt-adv-heading-mcp-gemini-cta2 wp-block-kadence-advancedheading\">Stop manually applying to jobs.<\/h4>\n\n\n<p class=\"has-text-color\" style=\"color:#ffffff\">Let Gemini + JobGPT handle the grunt work while you focus on interview prep.<\/p>\n\n<\/div>\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<style>.wp-block-kadence-advancedbtn.kb-btnsmcp-gemini-btn2{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btnsmcp-gemini-btn2 .kt-button{font-weight:normal;font-style:normal;}.kt-btnsmcp-gemini-btn2 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn2 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn2 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn2 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-gemini-btn2 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns-mcp-gemini-btn2\">\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btnmcp-gemini-sbtn2.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btnmcp-gemini-sbtn2.kb-button{color:#000000;background:#fafafa;border-top-left-radius:149px;border-top-right-radius:149px;border-bottom-right-radius:149px;border-bottom-left-radius:149px;box-shadow:1px 1px 2px 0px rgba(0, 0, 0, 0.2);}<\/style><a class=\"kb-button kt-button button kb-btnmcp-gemini-sbtn2 kt-btn-size-large kt-btn-width-type-auto kb-btn-global-fill  kt-btn-has-text-true kt-btn-has-svg-false  wp-block-kadence-singlebtn\" href=\"http:\/\/6figr.com\/jobgpt-ai?utm_source=blog\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">Get Started Free u2192<\/span><\/a>\n<\/div>\n\n<\/div>\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Connect JobGPT to Gemini CLI using MCP. Search for jobs, auto-apply, generate tailored resumes, and track applications, all from your terminal.<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-704","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Automate Your Job Search in Gemini CLI with JobGPT MCP - 6figr.com Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/6figr.com\/blog\/how-to-automate-your-job-search-in-gemini-cli-with-jobgpt-mcp-704\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Automate Your Job Search in Gemini CLI with JobGPT MCP - 6figr.com Blog\" \/>\n<meta property=\"og:description\" content=\"Connect JobGPT to Gemini CLI using MCP. 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