AI job search copilot that matches roles to skills, optimizes resumes for ATS, generates cover letters, and autofills applications with real-time insights.
AI Applyd MCP server
About AI Applyd MCP server
The AI Applyd MCP server connects job-search capabilities directly to AI assistants such as ChatGPT or Claude through the MCP open standard, enabling users to interact with job-search tools without leaving their chat interface. It allows users to analyze job descriptions, rewrite resumes to align with specific postings, draft tailored cover letters, translate resumes into other languages, prepare for interviews, and search for matched job opportunities. The server operates via a remote Streamable HTTP endpoint at https://mcp.aiapplyd.com/mcp and requires users to authenticate using OAuth 2.1. Free accounts provide access to core features like resume rewriting, job matching, and interview preparation, while advanced functionalities such as cover letter generation and automated job applications on platforms like Greenhouse, Workday, or Lever are available on paid plans. The service prioritizes real-time confirmation of application submissions from employers, ensuring users receive verified updates rather than relying on self-reported completion.
Key features
- Resume rewriting against job postings
- Job description analysis and requirement extraction
- Cover letter drafting
- Interview preparation with role-specific questions
- Resume translation to any language
- Live job matching against user profile
- Auto-application to ATS platforms
- OAuth 2.1 authentication flow
Use cases
- Rewrite resume for a specific job posting
- Prepare interview questions matched to past experience
- Auto-apply to multiple jobs on Greenhouse or Workday
Pros
- Integrates with existing AI assistants via MCP standard
- Supports resume rewriting, job matching, and interview prep in free tier
- Auto-applies to jobs on major ATS platforms (Greenhouse, Workday, Lever)
- OAuth 2.1 authentication with no API keys required
- Multi-language resume translation support
Cons
- Cover letters and auto-applying require paid subscription
- No anonymous usage; requires sign-in before tool access
- Limited to MCP-compatible clients only
- Auto-apply confirmation depends on employer systems
Frequently asked questions about AI Applyd MCP server
What is the AI Applyd MCP server?
The AI Applyd MCP server integrates job-search tools directly into AI assistants like ChatGPT or Claude through the MCP open standard. It allows users to analyze job descriptions, rewrite resumes, draft cover letters, translate resumes, prepare for interviews, and search for matched jobs without leaving the chat interface.
Which AI clients can connect to the AI Applyd MCP server?
Any MCP-compatible client can connect to the AI Applyd MCP server, including ChatGPT, Claude, Cursor, Codex CLI, and Cline. The server operates via a remote Streamable HTTP endpoint at https://mcp.aiapplyd.com/mcp.
How do I set up the AI Applyd MCP server?
Register the server in your MCP-compatible client using the provided URL (https://mcp.aiapplyd.com/mcp) and sign in via OAuth 2.1 with PKCE. The first tool call will prompt a browser sign-in, after which the client stores the token for future use.
What does the free account cover?
The free account includes job matching, resume rewriting, and interview preparation. Cover letters and auto-applying to jobs on platforms like Greenhouse, Workday, or Lever require a paid plan.
How does auto-applying work on paid plans?
On paid plans, the service auto-applies to jobs by filling out application forms on employer systems like Greenhouse, Workday, or Lever. The employer must confirm the submission before it is considered complete.
What is WebMCP, and how does it differ from Remote MCP?
WebMCP is a browser-native feature that allows a compatible agent to interact with AI Applyd within a browser session. Remote MCP connects the server directly to AI assistants like ChatGPT or Claude, enabling use outside the browser.