{"id":649,"date":"2026-03-03T08:52:59","date_gmt":"2026-03-03T08:52:59","guid":{"rendered":"https:\/\/6figr.com\/blog\/?p=649"},"modified":"2026-03-05T07:52:31","modified_gmt":"2026-03-05T07:52:31","slug":"jobgpt-mcp-cline-vscode","status":"publish","type":"post","link":"https:\/\/6figr.com\/blog\/jobgpt-mcp-cline-vscode-649","title":{"rendered":"How to Automate Your Job Search in VS Code with JobGPT MCP (Cline)"},"content":{"rendered":"\n<p><em>Last updated: March 2026<\/em><\/p>\n\n\n\n<p><strong>Cline<\/strong> is one of the most popular AI coding extensions for VS Code, and it supports MCP out of the box. That means you can connect it to JobGPT and run your entire job search without leaving VS Code.<\/p>\n\n\n\n<p>The <strong>JobGPT MCP server<\/strong> gives Cline access to 34 tools: job search, auto-apply, resume generation, recruiter outreach, application tracking, and more.<\/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 tools connect to external services. Cline supports MCP natively, so adding JobGPT is just a config change.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What You Can Do<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>&#8220;Find remote React jobs paying over $150k&#8221;<\/strong><\/li>\n<li><strong>&#8220;Create a job hunt for DevOps roles in the US&#8221;<\/strong><\/li>\n<li><strong>&#8220;Auto-apply to my top 5 matches&#8221;<\/strong><\/li>\n<li><strong>&#8220;Generate a tailored resume for this application&#8221;<\/strong><\/li>\n<li><strong>&#8220;Find recruiters at this company&#8221;<\/strong><\/li>\n<li><strong>&#8220;Show my application stats&#8221;<\/strong><\/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 (starts with <code>mcp_<\/code>)<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Step 2: Open Cline MCP Settings<\/h3>\n\n\n\n<p>Open VS Code, open the <strong>Cline<\/strong> sidebar panel, click the <strong>MCP servers<\/strong> icon, and add a new server with this config:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n  \"mcpServers\": {\n    \"jobgpt\": {\n      \"type\": \"http\",\n      \"url\": \"https:\/\/mcp.6figr.com\/mcp\",\n      \"headers\": {\n        \"Authorization\": \"Bearer your-api-key-here\"\n      }\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<p>No installation needed. No Node.js required. This connects directly to the hosted JobGPT server.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 3: Done<\/h3>\n\n\n\n<p>Cline will automatically connect to the JobGPT server. You&#8217;ll see the tools available in your next Cline conversation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Alternative: Run Locally<\/h3>\n\n\n\n<p>If you prefer to run the server on your machine (requires Node.js 18+), use this config instead:<\/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      }\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">All 34 Tools Available<\/h2>\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<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-cline-cta1, .wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta1[data-kb-block=\"kb-adv-headingmcp-cline-cta1\"]{text-align:left;font-style:normal;color:#ffffff;}.wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta1 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta1[data-kb-block=\"kb-adv-headingmcp-cline-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-cline-cta1 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta1[data-kb-block=\"kb-adv-headingmcp-cline-cta1\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h4 class=\"kt-adv-heading-mcp-cline-cta1 wp-block-kadence-advancedheading\">Job search from VS Code.<\/h4>\n\n\n<p class=\"has-text-color\" style=\"color:#ffffff\">Set up JobGPT with Cline in under 2 minutes. 5 free auto-apply credits included.<\/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-cline-btn1{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btnsmcp-cline-btn1 .kt-button{font-weight:normal;font-style:normal;}.kt-btnsmcp-cline-btn1 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn1 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn1 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn1 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn1 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn1 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn1 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns-mcp-cline-btn1\">\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btnmcp-cline-sbtn1.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btnmcp-cline-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-cline-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 appearing?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Check the Cline MCP panel for error messages<\/li>\n<li>Make sure the JSON config is valid<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">&#8220;API Error (401)&#8221;?<\/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<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">Is it free?<\/h4>\n\n\n\n<p>The MCP server is free and open source. You get <strong>5 free auto-apply credits<\/strong> with a new JobGPT account. Paid plans start at $34.99\/month.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Do I need to install anything?<\/h4>\n\n\n\n<p>No. The default setup connects directly to <code>https:\/\/mcp.6figr.com\/mcp<\/code> \u2014 no Node.js or local installation needed.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Does it work internationally?<\/h4>\n\n\n\n<p>Yes. <strong>US, Canada, UK + 150+ countries<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Can I use it with other VS Code MCP extensions?<\/h4>\n\n\n\n<p>Yes. Each MCP server runs independently regardless of which extension connects to it.<\/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-cline-cta2, .wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta2[data-kb-block=\"kb-adv-headingmcp-cline-cta2\"]{text-align:left;font-style:normal;color:#ffffff;}.wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta2 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta2[data-kb-block=\"kb-adv-headingmcp-cline-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-cline-cta2 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-headingmcp-cline-cta2[data-kb-block=\"kb-adv-headingmcp-cline-cta2\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h4 class=\"kt-adv-heading-mcp-cline-cta2 wp-block-kadence-advancedheading\">Stop manually applying to jobs.<\/h4>\n\n\n<p class=\"has-text-color\" style=\"color:#ffffff\">Let Cline + JobGPT handle applications while you focus on building.<\/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-cline-btn2{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btnsmcp-cline-btn2 .kt-button{font-weight:normal;font-style:normal;}.kt-btnsmcp-cline-btn2 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn2 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn2 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn2 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btnsmcp-cline-btn2 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns-mcp-cline-btn2\">\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btnmcp-cline-sbtn2.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btnmcp-cline-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-cline-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>Set up the JobGPT MCP server with Cline in VS Code to search for jobs, auto-apply, generate resumes, and track applications from your editor.<\/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-649","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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