My AI Native Resume
I've been deeply involved in working with AI agents and large language models (LLMs) for a while now. During a recent job search, I found myself repeatedly explaining my skills and experiences to various assistants. Around the same time, I was creating content for my website to help hiring teams understand my capabilities better and make informed decisions. MCP had started to gain momentum and I saw a way to reduce my toil. So I built an MCP server that can effectively communicate my qualifications as a job candidate. This server acts as an AI-powered resume, providing an understanding of my…
My AI Native Resume launched on May 5, 2025 with 301 votes, #87 of 7,905 launches that month and more than 99% of that year's launches. The site was still online in September 2026, 1 year on.
What it does
ai.jakegaylor.com is a live MCP server. Connect any AI assistant and it can read Jake Gaylor
Point your assistant at this server and it can read my resume, score my fit against your job description, build the interview, book a call on my real calendar, and email me — no copy-pasting, no stale PDFs. Connect once, then ask in plain English. The server exposes tools for the whole evaluation — from first look to first contact. Paste your job description and get an honest read on where I'm strong and where I'm not, scored against my real experience. “Is Jake a good fit for this role? [paste job description]” Generate phone screens, technical deep-dives, system design sessions, or behavioral questions tailored to my background and your focus areas. “Create a…from ai.jakegaylor.com
In the maker’s words, at launch
I've been deeply involved in working with AI agents and large language models (LLMs) for a while now. During a recent job search, I found myself repeatedly explaining my skills and experiences to various assistants. Around the same time, I was creating content for my website to help hiring teams understand my…
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