AI Applyd
เซิร์ฟเวอร์ MCP ระยะไกลสำหรับการหางาน: การให้คะแนนเรซูเม่ตามระบบ ATS การวิเคราะห์รายละเอียดงาน การเตรียมตัวสัมภาษณ์ จดหมายสมัครงาน และเครื่องมือสมัครงานอัตโนมัติที่ตรวจสอบยืนยันแต่ละการส่งอย่างอิสระว่าลงทะเบียนในระบบการจ้างงานของนายจ้างจริงหรือไม่
เอกสาร
Job Search MCP: Auto-Apply from ChatGPT and Claude
Source: https://aiapplyd.com/mcps
Your favourite agents can already take this over.
Connect ChatGPT, Claude, Cursor or Gemini CLI. Your assistant finds matched jobs, tailors your resume and applies on 34 hiring systems, Workday, Greenhouse and Lever included.
setup message · paste into your agent
Copy this for your agent
Paste it into the chat. It reads the right docs, wires itself up, and reports back.
Set up the AI Applyd MCP server in the client you are running inside, then prove it works.
WHAT IT IS
AI Applyd is a job-search agent. Its MCP server gives you tools to rewrite a resume against one specific posting, pull the real requirements out of a job description, draft a cover letter, build interview prep, translate a resume, search jobs matched to my profile, and start an auto-apply that files a real application on the employer's own hiring system.
WHERE IT LIVES
Server name: aiapplyd
Transport: Streamable HTTP
URL: https://mcp.aiapplyd.com/mcp
There is no API key, no bearer token and no client secret. Do not ask me for one, because none exists. Do not wrap this in npx mcp-remote. Do not use an SSE endpoint.
HOW TO REGISTER IT
Use the line for the client you are actually running inside, at user scope, so it is still there in my other projects.
Claude Code:
claude mcp add --transport http --scope user aiapplyd https://mcp.aiapplyd.com/mcp
Codex CLI:
codex mcp add aiapplyd --url https://mcp.aiapplyd.com/mcp
Cursor, in ~/.cursor/mcp.json:
{ "mcpServers": { "aiapplyd": { "url": "https://mcp.aiapplyd.com/mcp" } } }
Cline, in ~/.cline/data/settings/cline_mcp_settings.json:
{ "mcpServers": { "aiapplyd": { "type": "streamableHttp", "url": "https://mcp.aiapplyd.com/mcp" } } }
The type field is not optional there. Leave it out and Cline falls back to the deprecated transport without telling anyone.
Any other client: read that client's own current MCP documentation and register a remote Streamable HTTP server the way it expects today. Do not rebuild a config shape from memory. These files moved several times this year.
HOW THE SIGN-IN WORKS
OAuth 2.1 with PKCE and dynamic client registration. Nothing runs anonymously and most clients do nothing at all at add time. The first tool call comes back 401 on purpose, a browser opens at mcp.aiapplyd.com, I sign in with Google or a magic link, I approve a consent screen that names the client asking, and your client stores the token. Claude Code can get it over with up front: claude mcp login aiapplyd
HOW TO VERIFY, IN THIS ORDER
1. List my MCP servers and confirm aiapplyd is registered and connected.
2. List its tools and confirm you can see names beginning with aiapplyd_.
3. Call aiapplyd_search_jobs once with a short query.
4. If that comes back 401, I have not signed in yet. Tell me to finish it in the browser, then call the tool again.
5. Tell me which step you reached and what came back.
An empty tool list before I sign in is expected. It is not a failure and it is not a reason to start editing other files.
RULES
Do not touch, reorder or remove any other MCP server in my configuration.
Do not add an Authorization header. Some clients report the whole connection as failed instead of falling back to OAuth.
Do not invent a config key you have not read in that client's documentation.
Cline too, and anything else that speaks MCP. Free account, no card, and you sign in the first time it acts for you.
Setting it up by hand? The address is
Everything you can ask for, in the chat.
Your free account covers matching, resumes, cover letters and interview prep. AI work uses your tokens and account limits. Sending applications needs an available application allowance.
It applies for you
Point it at a job and it fills the form on any of 34 hiring systems, from Greenhouse and Lever to Workday and iCIMS, in your words, then sends it straight away or holds it for your review and sends the moment you approve.
Nothing counts as sent until the employer confirms it back.
Your resume, rewritten for one job
Rewritten against the posting you name, from work you have really done. Any language.
Jobs worth your evening
Ranked against what you have actually done, not against your job title.
Ready before the interview
The questions this role will ask, each matched to a story you already have.
A cover letter worth sending
Your real history, the actual company, and a filter that refuses to write "passionate about".
23 tools your assistant can call.
Every tool runs on your own account and your own plan.
- Get Job Matches Free account Shows the jobs matched to you, best fit first.
- Apply to Job Application allowance Applies to a job for you, or prepares it for your review first.
- Get Applications Free account Shows where every application stands, including the ones waiting for you.
- Approve or Reject Applications Application allowance Sends, skips or refines an application waiting for your review.
- Get Account Free account Shows your plan, applications left and what your profile still needs.
- Get Recruiter Inbox Free account Shows the emails employers send about your applications, with the full conversation.
- Reply to an Employer Email Free account Sends your reply to an employer from your AI Applyd address after you approve the exact text.
- Follow Up on Applications Free account Drafts a follow-up for an application that went quiet and sends it from your Gmail or Outlook once you approve it.
- Set Resume Free account Saves your resume so every application starts from it.
- Save or Skip Matches Free account Saves a match for later or skips it so it stops coming back.
- Update Job Preferences Free account Changes the roles and places we hunt for, then re-runs discovery.
- Update Auto Apply Application allowance Turns Auto Apply on or off and sets whether applications go out on their own or wait for your review.
- Update Application Profile Free account Saves the answers employer forms ask for, like work authorization and start date. EEO answers are optional and accept prefer not to say.
- Manage Saved Searches Free account Saves your job preferences as named searches, with email alerts for new matches.
- Score Resume Free account Scores your resume against a posting and names the gaps.
- Analyze Job Description Free account Pulls the real requirements and keywords out of a job description.
- Optimize Resume with AI Free account Rewrites your resume for one role so it passes the filter.
- Generate Interview Questions Free account Builds the questions this company will ask, with answers to practise.
- Translate Resume Free account Translates your saved resume into another language.
- Generate Cover Letter Free account Writes a cover letter for one job from your saved resume.
- Create Resume Draft Free account Creates an editable resume summary draft from up to 2,000 characters. Complete its sections in Resume Builder.
- Search Jobs Free account Returns your matched jobs, filtered by title, place and remote.
- Auto Apply to Job Application allowance Applies to one job end to end, with the resume and cover letter rewritten for it.
One agent. Two ways in.
Remote MCP works from the chat. WebMCP works when a compatible browser agent is already on AI Applyd.
Remote MCP
Connect once from ChatGPT, Claude, Cursor, or another MCP client. Your agent can use AI Applyd without keeping this page open.
Browser-native WebMCP
In Chrome’s experimental WebMCP trial, an agent visiting AI Applyd can read public jobs and plans. After you sign in, it can read your matches, job details, and application progress, then save a job for later.
WebMCP uses the browser session already open on this page. It does not replace the remote MCP server, and it does not make off-site agents discover AI Applyd before they visit.
Use it in the app you already pay for.
Rather click through it yourself? Pick your app, follow the steps, and your job search runs right inside it.
Chat apps
ChatGPT
Ask ChatGPT for jobs and it applies for you, on Business, Enterprise or Edu workspaces.
- 1 Open Plugins and choose the plus button.
- 2 Choose Add custom MCP server. On a Business workspace, an admin or owner does this.
- 3 Name it AI Applyd and paste the address.
- 4 Choose OAuth, accept the warning, then Create as a plugin.
- 5 In a new chat, type @, pick AI Applyd and ask for your next job.
Works in ChatGPT on the web. On the desktop app? It uses the Codex setup.
Claude
Claude finds the roles and sends the applications, on web or desktop, on any plan.
- 1 Open Settings, then Connectors.
- 2 Choose Add custom connector.
- 3 Name it AI Applyd, paste the address, then choose Add.
- 4 Choose Connect and sign in.
Gemini
Ask Gemini for your next role and it sends the applications, right from the chat.
- 1 On gemini.google.com, open Settings, then Connected Apps, then Custom apps.
- 2 Choose Add a custom app, paste the address and sign in.
Grok
Ask Grok for jobs and it applies for you while the conversation keeps going.
- 1 Go to grok.com/connectors and choose New Connector, then Custom.
- 2 Paste the address and sign in.
Perplexity
Perplexity finds the roles and AI Applyd sends the applications, in the same thread.
- 1 Open Settings, then Connectors, and choose + Custom connector.
- 2 Pick Remote, name it AI Applyd, paste the address and choose OAuth.
Le Chat
Le Chat by Mistral finds the roles and sends the applications for you.
- 1 Open Connectors, choose + Add Connector, then Custom MCP Connector.
- 2 Name it AI Applyd, paste the address and sign in.
Manus
Hand Manus your job search and it runs every application end to end.
- 1 Open Settings, then Integrations, then Custom MCP Servers.
- 2 Name it AI Applyd, paste the address, choose OAuth and sign in.
Meta Muse
Your next interview, from Muse. Our connector directory release is coming soon.
- 1 Our Muse connector submission is awaiting platform access.
- 2 Check the coming-soon section for release progress.
On your phone
Poke
Text your job search from iMessage or SMS, and Poke runs it while you get on with your day.
- 1 Tap Add to Poke.
- 2 Tap Create Integration.
- 3 Sign in to AI Applyd when asked.
- 4 Text Poke something like "find me remote product designer jobs and apply to the best two".
Desktop apps
Raycast
Your job search is one shortcut away, from anywhere on your desktop.
- 1 Open the Model Context Protocol Registry extension and search for AI Applyd.
- 2 Install it and sign in the first time it acts for you.
Rather add it by hand? Add the address as a new MCP server.
Windsurf / Zed / LM Studio / Warp / Jan
Your job search runs inside the desktop AI app you already live in.
- 1 Open the app's MCP settings and add a remote HTTP server named aiapplyd.
- 2 Paste the address and sign in the first time it acts for you.
Terminal agents
Claude Code
Your whole job search, one command from your terminal.
$ claude mcp add --transport http --scope user aiapplyd https://mcp.aiapplyd.com/mcp
- 1 Run the command in your terminal.
- 2 Open Claude Code, type
/mcpand sign in.
Prefer plugins? Add the aiapplyd/aiapplyd-mcp marketplace and install aiapplyd@aiapplyd.
Codex
Set it up once and it works in the Codex CLI, the IDE extension and the ChatGPT desktop app.
$ codex mcp add aiapplyd --url https://mcp.aiapplyd.com/mcp
- 1 Run the command in your terminal.
- 2 Run
codex mcp login aiapplydand sign in.
Prefer plugins? Add the aiapplyd/aiapplyd-mcp marketplace and install aiapplyd@aiapplyd.
Gemini CLI
Gemini CLI finds the roles and sends the applications while you keep working.
- 1 Open your Gemini CLI settings.
- 2 Add a remote server named aiapplyd and paste the address.
- 3 Start Gemini CLI and sign in the first time it acts for you.
Code editors
Cursor / VS Code
Your job search beside your code, in the editor you already have open.
- 1 Open the MCP settings.
- 2 Add a remote server named aiapplyd and paste the address.
- 3 Sign in the first time it acts for you.
No key to paste. You sign in with Google or an email link the first time it acts for you.
Also works in Cline and in any app that can add a remote MCP server.
Your next interview. In more of your apps.
More ways to put your job search on autopilot. Here is where AI Applyd is headed next.
- ChatGPT and Codex directory Submitted Find AI Applyd in the shared ChatGPT and Codex directory.
- Claude connector directory Submitted Add AI Applyd from the connector list inside Claude.
- Claude Code plugins Submitted Your job search, ready to install from the official Claude Code directory.
- Meta Muse connectors Coming soon Switch AI Applyd on from the connector directory in Muse.
- Grok Build plugins Submitted Bring AI Applyd into Grok Build from its plugin marketplace. Follow the submission
- Gemini CLI extensions Coming soon Install the AI Applyd extension from the Gemini CLI gallery. Follow the submission
- Docker MCP Catalog Submitted Start AI Applyd from the MCP Toolkit in Docker Desktop. Follow the submission
- Cline Marketplace Submitted Find AI Applyd beside the tools you already use in Cline. Follow the submission
- Perplexity connectors Coming soon Research a role and start your application in the same conversation.
- Le Chat connectors Coming soon Bring your next career move into Le Chat by Mistral.
- Instinct Coming soon Connect AI Applyd inside Instinct.
- Your job search can start today. Connect ChatGPT, Claude or Gemini CLI now with the setup guides. Choose your app
These store listings are pending. Each platform decides its release date.
- TinyLaunch · AI Applyd MCP
- Awesome MCP Servers
- Awesome Remote MCP Servers · jaw9c
- MCP Servers Hub
- Awesome Remote MCP Servers · sylviangth
- Awesome MCP Servers · hireblackout
- Claude Plugins
- Awesome AI Agents
Listed, scored, and open to inspection.
Independent directories index this server and rate it. Read the whole tool surface yourself before you connect anything.
Find AI Applyd across the MCP community