MCP server

Use ApplyFast inside Claude, ChatGPT, Codex, Gemini and Grok

ApplyFast is an MCP server. Connect it to your AI assistant and it can set up your profile, show your AI-scored job matches, explain why a job fits, and tune your preferences, all from chat. Prefer scripts? The same data is available through the REST API.

tools

1–10

AI score per match

OAuth

browser sign-in

24/7

job monitoring

Connect

MCP (Model Context Protocol) is the standard that lets AI assistants use external tools. Add this URL to any MCP client, then sign in with your ApplyFast account in the browser. New here? Your assistant can walk you through setup.

https://applyfa.st/api/mcp

Claude CodeTerminal

$ claude mcp add --transport http applyfast https://applyfa.st/api/mcp

Streamable HTTP. OAuth when prompted. API keys under Settings → API.

Claude appWeb & desktop

Settings → Connectors → Add custom connector. Name it ApplyFast, paste the URL, then sign in when prompted.

CodexOpenAI CLI

$ codex mcp add applyfast --url https://applyfa.st/api/mcp

Remote Streamable HTTP. Optional: --bearer-token-env-var APPLYFAST_API_KEY if your build needs a header instead of OAuth.

GeminiGemini CLI

$ gemini mcp add --transport http applyfast https://applyfa.st/api/mcp

Requires Gemini CLI with HTTP MCP support. Run /mcp inside Gemini to verify the connection.

GrokGrok CLI

$ grok mcp add --transport http applyfast https://applyfa.st/api/mcp

Writes to ~/.grok/config.toml. Optional header: --header "Authorization: Bearer YOUR_KEY". Check with grok mcp list.

ChatGPTConnector

Settings → Apps & Connectors → Create (Developer Mode on Pro+). Paste the URL as the connector endpoint, use OAuth if offered, then enable the connector in chat.

Other clientsAny MCP client

Add a server with transport http (streamable HTTP) and the URL above. OAuth is discovered automatically from /.well-known/oauth-protected-resource. Clients without OAuth can send Authorization: Bearer af_live_… with an API key from Settings → API.

What your assistant can do

Get set up

get_onboarding_status

Checks where you are in setup and tells the assistant what to do next.

import_linkedin_profile

Imports your LinkedIn profile from its URL to start your matching profile.

advance_onboarding

Moves setup forward one step: starts or finishes the interview and completes onboarding.

get_interview

Reads the next personalized interview question and your progress.

answer_interview_question

Saves your answer: a suggested choice, your own words, or both.

Find jobs

get_job_matches

Lists AI-scored matches from the last day, week, or up to 30 days. Filters by minimum score (7 by default), up to 100 per page.

get_job

Opens one match: its 1–10 score, why it fits, requirement checks, red flags, growth, and the apply link.

Tune your matching

get_profile

Reads your job preferences and how much each scoring dimension counts.

update_profile

Changes preferences you state, such as title, location, salary, work arrangement, skills, and dealbreakers. Applies to future matches.

update_match_weights

Re-ranks your existing matches by what matters most to you, or resets the weights to defaults.

regenerate_scoring_dossier

Rebuilds your AI scoring profile after a meaningful preference change.

Things to ask

“Set me up on ApplyFast. Here's my LinkedIn profile: …”
“Show my best matches from this week.”
“Why did my top match score a 9? Which requirements does it miss?”
“I only want remote roles from now on. Update my preferences.”
“Salary matters more to me than company size. Re-rank my matches.”

Limits

30 tool calls per minute and 1,000 per day.
Heavier actions on OAuth connections (LinkedIn import, interview steps, profile changes) are limited to 6 per minute and 100 per day.
Matches appear once onboarding is complete. Your assistant can finish onboarding with you in chat.
Up to 100 matches per request, from windows of up to 30 days.
ApplyFast finds and explains jobs. It never applies on your behalf.

Security

Sign-in happens in your browser. Your assistant never sees your password.
The connection carries your credential, so never paste API keys into a chat.
Create and revoke API keys any time under Settings → API.

No ApplyFast account yet?

Connect your assistant and it will sign you up, or start on the web.

Find my matches Read the full setup guide →