Most guides on using ChatGPT for job search cover the same ground: use it to write your resume, draft cover letters, prep for interviews. That is useful. But it only addresses half the problem.
The harder half is discovery. Finding the right roles at the right companies, filtered by city, function, and stage, is where most candidates lose hours every week. And until recently, no AI tool could help with that, because AI tools do not have access to live job listings.
That changed with MCP (Model Context Protocol), a standard that lets AI tools like ChatGPT connect to external data sources in real time. HuntYourTribe has built an MCP server that gives ChatGPT direct access to live startup and SMB job listings across India. This post walks through what MCP is, how to connect it to ChatGPT, and how to run a smarter job search.
What ChatGPT Can Already Do for Your Job Search
Without any external connector, ChatGPT handles the execution side of job search well:
- Tailoring your resume to a specific job description
- Drafting cover letters for roles you want to prioritise
- Running mock interviews and giving feedback
- Summarising a company before you apply
These alone save two to three hours per application cycle. What ChatGPT cannot do on its own is tell you which roles are open right now at Indian startups. That is where MCP comes in.
What Is MCP and Why Does It Matter for Job Search
MCP stands for Model Context Protocol. It is an open standard that lets AI tools connect to external data sources and pull live information into a conversation. Instead of relying on training data that may be months old, an AI with an MCP connection can query a live database and return results from right now.
For job search, this means ChatGPT can search actual open roles at Indian startups, filter by city and function, and return results with apply links, all inside a single conversation. No switching tabs, no manual searching, no stale listings.
What the HuntYourTribe MCP Server Does
HuntYourTribe indexes job listings directly from the career pages of startups and SMBs across India, covering Bangalore, Chennai, Hyderabad, Mumbai, Pune, and Delhi NCR. The MCP server exposes this data to ChatGPT in real time.
When you connect it, ChatGPT can:
- Search for open roles by job title, city, or company
- Return live listings with company name, role title, location, and apply link
- Filter by experience level or function
- Answer questions like "which Bangalore fintech companies are hiring backend engineers right now"
The results reflect what is actually open today, pulled directly from company career pages, not from job boards or aggregators that may be days behind.
How to Connect the HYT MCP Server to ChatGPT
MCP in ChatGPT works through the Plugins interface on ChatGPT web. The server must be remote and reachable over HTTPS.
Step-by-step setup
- Go to chatgpt.com/plugins
- Click the + button, then select Add a custom MCP server
- Enter a name (for example, huntyourtribe-jobs) and an optional description
- Under Connection, enter the server URL:
https://api.huntyourtribe.com/mcp - Set authentication to No authentication
- Read the risk warning and acknowledge it to continue
- Click Create — the server appears under your personal plugins
- Install the plugin before using it
Enabling it in a conversation
Once installed, type @ in the ChatGPT prompt box and select huntyourtribe-jobs from your plugins list. You can name the tool in your prompt to steer which tool gets called.
To verify it is working, ask: "Search HuntYourTribe for backend engineering roles in Bangalore." If it returns live listings, you are connected.
Reference: OpenAI custom MCP server guide
Example Prompts to Try
Once connected, here are prompts that get useful results:
Find roles by city and function:
"Find product manager roles in Chennai at startups. Show me the company, role title, and apply link."
Combine discovery with prep:
"Find software engineering roles in Bangalore. For the first result, summarise what the company does and draft three bullet points I can use in a cover letter."
Stack filtering:
"Find full stack roles in Pune at early-stage startups."
ChatGPT handles both the search and the follow-up in the same conversation, so you go from discovery to application prep without switching tools.
A Complete Job Search Workflow with ChatGPT and HYT
Here is how to run a full job search session in under an hour:
Step 1: Discovery (5 minutes) Ask ChatGPT to find 5 to 10 open roles matching your target function and city using the HYT connector. Save the list.
Step 2: Company research (10 minutes) For each shortlisted company, ask: "What does [company] do, who are their customers, and what are they known for?" This gives you context before you apply.
Step 3: Resume tailoring (20 minutes) Paste each job description into ChatGPT with your resume. Ask it to identify the most important gaps and suggest specific rewrites for your top 3 to 5 roles.
Step 4: Cover letter drafts (15 minutes) For roles you want to prioritise: "Write a cover letter for this role at [company]. My background: [2 sentences]. Why I want this role: [1 sentence]. Keep it under 200 words."
Step 5: Interview prep (ongoing) After applying, come back for mock interviews: "Run a mock interview for a [role] position at a [stage] startup. Ask me 5 questions and give feedback after each."
ChatGPT vs Claude for This Workflow
Both ChatGPT and Claude support MCP and can connect to the HYT server using the same URL. For resume writing, cover letters, and interview prep, both tools perform comparably.
The differences that matter for job search:
Free plan access. Claude supports MCP on the free plan. ChatGPT requires a paid plan (Plus or above) to connect custom MCP servers.
Scheduled tasks. Claude has a built-in scheduled task feature that lets you set a daily automated search prompt (for example: "Find backend engineering roles in Bangalore posted in the last 24 hours and send me the results every morning at 9 AM"). ChatGPT does not have an equivalent native feature.
Setup steps. Claude's connector setup is slightly simpler: go to Customize, add a connector URL, done. ChatGPT requires going to the Plugins page, creating a custom MCP server entry, and installing it before use.
If you are on a paid ChatGPT plan and already use it for other work, the HYT connector works well there. If you want the full workflow including daily automated alerts, or you want to avoid a paid plan, Claude is the better fit for this use case. You can find the Claude setup guide here.
Free Plan vs Paid Plan on HuntYourTribe
The HYT MCP server has two tiers regardless of which AI tool you connect it to.
Free plan:
- All search filters (city, role, company, experience level)
- Jobs posted more than 24 hours ago
- 20 API calls per hour
- Company watchlist of up to 3 companies
Paid plan:
- Everything in Free, plus:
- Jobs posted within the last 24 hours
- 100 API calls per hour
- Company watchlist of up to 10 companies
At Indian startups, being among the first 10 to 20 applicants to a role makes a real difference. Hiring managers at smaller companies review applications in batches and close roles faster than large companies do. The paid plan's 24-hour access means you see new listings the day they go live.
Frequently Asked Questions
Does this work on the free ChatGPT plan? Custom MCP server connections in ChatGPT require a paid plan. The free plan does not support adding custom plugins or MCP servers.
Is the job data real-time? The HYT MCP server pulls from live career pages of Indian startups and SMBs. On the free HYT plan, listings are from roles posted more than 24 hours ago. On the paid HYT plan, you get access to roles posted within the last 24 hours.
What cities and companies does HuntYourTribe cover? HYT indexes roles from startups and SMBs across Bangalore, Chennai, Hyderabad, Mumbai, Pune, and Delhi NCR.
Can I use the same MCP server with Claude? Yes. The HYT MCP server works with both ChatGPT and Claude using the same URL: https://api.huntyourtribe.com/mcp. The setup steps differ slightly between the two tools. The Claude setup guide is here.
Can I automate daily job alerts with ChatGPT? ChatGPT does not have a native scheduled task feature. For daily automated alerts, Claude is the better option. Its scheduled task feature lets you set a prompt that runs every morning and delivers fresh listings automatically.
What is the difference between MCP and ChatGPT plugins? In ChatGPT's interface, MCP-connected servers appear under the Apps section and are enabled through Developer mode. MCP is the underlying protocol; the UI calls them apps. The key difference from older ChatGPT plugins is that MCP is an open standard, so the same server works across multiple AI tools including Claude.
HuntYourTribe indexes job listings directly from startup and SMB career pages across India. The MCP server is available at https://api.huntyourtribe.com/mcp. To browse jobs directly, visit jobs.huntyourtribe.com