---
title: Jobiba for ChatGPT, Claude & AI agents
description: Connect Jobiba to any MCP client and use job search, salary research, tailored CVs, applications and hiring tools from chat.
url: https://jobiba.com/ai-tools
---

# Use Jobiba inside your AI assistant

MCP server: https://jobiba.com/mcp (Streamable HTTP). 53 tools. Public tools need no sign-in; personal and employer tools use Jobiba OAuth. Write actions show a preview and wait for confirmation.

## Connect

### ChatGPT

1. Settings → Apps & Connectors → Advanced → turn on Developer mode.
2. Apps & Connectors → Create. Name: Jobiba. URL: https://jobiba.com/mcp. Authentication: OAuth.
3. In any chat, tap + and pick Jobiba, or type @Jobiba before your request.

### Claude (web, desktop, mobile)

1. Settings → Connectors → Add custom connector.
2. Name: Jobiba. URL: https://jobiba.com/mcp. Sign in when asked.
3. Ask in any chat, e.g. “Find remote data analyst jobs on Jobiba”.

### Claude Code

1. Run this once in your terminal:

```bash
claude mcp add --transport http jobiba https://jobiba.com/mcp
```

### Gemini CLI

1. Run this once in your terminal:

```bash
gemini mcp add --transport http jobiba https://jobiba.com/mcp
```

### Cursor, VS Code, Windsurf, Codex and other MCP clients

1. Add a remote (Streamable HTTP) MCP server named jobiba with the URL https://jobiba.com/mcp. Most clients accept this JSON; a few use a different key name (for example url / httpUrl) — check your client's MCP settings.

```json
{
  "mcpServers": {
    "jobiba": { "type": "http", "url": "https://jobiba.com/mcp" }
  }
}
```

## Features and how to ask

### Job search (Everyone · no sign-in)

Live Jobiba vacancies as interactive job cards, with filters and full job details.

- **Search Jobiba jobs** (`search_jobs`, public): Search active Jobiba vacancies by role or skill keywords, location, work mode, employment type, experience level and salary range (a salary range needs a currency and pay period). Try: "Find remote software engineer jobs posted this week"
- **Get Jobiba job details** (`get_job`, public): Retrieve one active Jobiba vacancy by jobId or slug: sanitized full description, published salary, skills, location and canonical URL. Try: "Open this job and summarise the requirements"

### Salary & company research (Everyone · no sign-in)

Pay ranges, trends, offer checks and employer research from live job data.

- **Research salaries** (`salary_research`, public): Salary research for a role from published Jobiba salaries: market percentiles (p10-p90) with sample size and confidence, 3-year trend, pay by experience level, skills associated with higher pay, best-paying cities, live  Try: "What does a data analyst earn in Bengaluru?"
- **Analyze salary** (`salary_analysis`, public): Basic salary range from matching active Jobiba jobs. Try: "Salary range for nurses in Dubai"
- **Analyze a job offer** (`analyze_offer`, public): Compare a job offer with the market and get negotiation advice. Try: "Is ₹18 LPA a good offer for a senior Java developer in Pune?"
- **Salary calculator** (`salary_calculator`, public): India pay calculators. Try: "Convert $95,000 a year to monthly take-home"
- **Research a company** (`company_insights`, public): Company research from Jobiba data: profile, verified status, open jobs, anonymous moderated employee reviews (ratings, would-recommend), interview difficulty and published pay by role. Try: "Tell me about Adani Group as an employer"

### Tailored CV & applications (Candidates · sign-in)

Match a job, tailor your CV truthfully, prepare and send applications only after you confirm.

- **Score my match** (`job_match_score`, sign-in): Scores the signed-in candidate's profile against an active Jobiba job using only profile and job facts, returning an indicative score, evidence confidence, matched skills, missing evidence and next actions. Try: "How well do I match this job?"
- **Check application readiness** (`application_readiness`, sign-in): Check whether the selected active Jobiba vacancy is ready to apply to, using the authenticated candidate's profile and an owned resume. Try: "Am I ready to apply for this role?"
- **Tailor my CV to a job** (`tailor_resume_for_job`, sign-in, asks before acting): Creates a new saved CV optimised for one job: the summary and experience bullets are reworded in the job's language without adding employers, titles, dates, tools, skills or numbers that are not already in the CV, and re Try: "Tailor my CV to this job and show the changes"
- **Prepare complete application** (`prepare_complete_application`, sign-in, asks before acting): Builds a reviewable application package for an active vacancy: evidence-based match, readiness gaps, a tailored saved resume (with keyword coverage and a change list) and a cover-letter draft. Try: "Prepare my complete application for this job"
- **Draft cover letter** (`generate_cover_letter`, sign-in): Generate a truthful job-specific cover letter for review. Try: "Draft a cover letter for this job"
- **Apply to a job** (`apply_to_job`, sign-in, asks before acting): Apply to a job with a chosen resume. Try: "Apply to this job with my tailored CV"
- **Track my applications** (`list_my_applications`, sign-in): Read the authenticated candidate application tracker. Try: "Show my applications and their status"

### Profile & resumes (Candidates · sign-in)

Build and upgrade your Jobiba profile and resumes from chat.

- **Read my Jobiba profile** (`get_my_profile`, sign-in): Read the authenticated candidate profile using only career facts needed for job workflows. Try: "Show my Jobiba profile"
- **How strong is my profile?** (`profile_strength`, sign-in): Scores the candidate profile out of 100 across 13 sections, lists the next improvements with points to gain, and reports whether recruiters can currently find the profile. Try: "How strong is my profile?"
- **Optimize my profile** (`profile_optimizer`, sign-in): Analyze the candidate profile for missing, weak or inconsistent career information and return prioritized improvements without fabricating facts. Try: "How can I improve my profile for product manager roles?"
- **Skills I should add** (`suggest_skills`, sign-in): Lists skills most requested by live jobs for a target role that are not on the profile, with demand percentage and pay premium. Try: "Which skills should I add for data engineering?"
- **Add to my profile** (`add_profile_items`, sign-in, asks before acting): Additively merges skills, experience, education, certifications, languages, target roles and cities into the profile, skipping duplicates and deleting nothing. Try: "Add AWS and Kubernetes to my skills"
- **Build profile from CV text** (`import_cv_text`, sign-in, asks before acting): Extracts skills, roles, education and certifications from pasted CV text. Try: "Build my profile from this CV text"
- **Update my Jobiba profile** (`update_my_profile`, sign-in, asks before acting): Update the signed-in candidate's profile fields. Try: "Change my headline to Senior Backend Engineer"
- **List my resumes** (`list_my_resumes`, sign-in): List resumes owned by the authenticated candidate. Try: "List my resumes"
- **Build or refine resume** (`build_or_refine_resume`, sign-in, asks before acting): Create or refine a saved Jobiba resume using verified profile facts and optional job context. Try: "Build a resume for frontend developer roles"

### Interviews & career growth (Candidates · sign-in)

Interview preparation, skill gaps and a realistic career path.

- **Interview prep** (`interview_prep`, sign-in): Generate role-specific interview preparation without inventing candidate facts. Try: "Prepare me for the interview for this job"
- **Run mock interview prep** (`mock_interview`, sign-in): Generate a role-specific mock interview plan and questions using verified candidate facts. Try: "Run a mock interview for this role"
- **Analyze skill gaps** (`skill_gap_analysis`, sign-in): Compare a public Jobiba job skills list with the candidate profile. Try: "What skills am I missing for this job?"
- **Plan my career path** (`career_path`, sign-in): Create a practical career path from verified candidate experience, education and skills. Try: "Plan my path from QA engineer to engineering manager"

### Saved jobs & alerts (Candidates · sign-in)

Keep a shortlist of jobs and get alerted when new ones match.

- **Save a job** (`save_job`, sign-in, asks before acting): Save an active job to the candidate's Jobiba saved list. Try: "Save this job"
- **Remove saved job** (`unsave_job`, sign-in, asks before acting): Remove a job from the saved list. Try: "Remove this job from my saved list"
- **My saved jobs** (`list_saved_jobs`, sign-in): List the candidate's saved jobs and whether each is still open. Try: "Show my saved jobs"
- **Create a job alert** (`create_job_alert`, sign-in, asks before acting): Creates a daily or weekly email alert for new matching jobs, sent to the candidate's Jobiba account address. Try: "Alert me about new electrical engineer jobs in Ahmedabad"
- **My job alerts** (`list_job_alerts`, sign-in): List the candidate's active job alerts. Try: "Show my job alerts"
- **Turn off a job alert** (`delete_job_alert`, sign-in, asks before acting): Turn off one alert by alertId. Try: "Turn off my sales jobs alert"

### Employer: job posts (Employers · sign-in)

Draft, review, post and manage vacancies.

- **Employer dashboard** (`employer_dashboard`, sign-in): Hiring snapshot: plan, wallet, active jobs vs limit, applications by stage, last-30-day impressions/clicks/apply clicks, top jobs and which premium features are on. Try: "Show my employer dashboard"
- **Draft a job post with AI** (`draft_job_post`, sign-in): Generates a job post draft from a short brief, using only facts in the brief (a structured template if AI is unavailable), and scores it. Try: "Draft a job post for a senior React developer in Mumbai"
- **Review a job post** (`review_job_post`, sign-in): Scores a job post (an existing jobId or a draft title and description) on length, structure, salary transparency, skills, inclusive language and clarity, and compares stated pay with published market salaries. Try: "Review my job post and suggest improvements"
- **Post a Jobiba job** (`post_job`, sign-in, asks before acting): Create an employer-owned job through Jobiba validation and plan limits. Try: "Post this job to my Jobiba account"
- **Edit a job post** (`edit_job`, sign-in, asks before acting): Updates fields of one of the employer's jobs (title, description, location, type, mode, level, salary, skills, apply URL) and re-indexes it for search. Try: "Change the salary on my Python developer job"
- **My job posts** (`list_my_jobs`, sign-in): The employer's jobs with open/closed state, applicant counts, impressions and clicks. Try: "List my open job posts"
- **Close, reopen or extend a job** (`update_job_status`, sign-in, asks before acting): Closes a job (removes it from search), reopens it within the plan's active-job limit, or extends its expiry by a number of days. Try: "Close my accountant job"

### Employer: applicants & talent (Employers · sign-in)

Screen applicants, shortlist, compare and contact candidates, with confirmation before anything is sent.

- **Applicants for a job** (`list_applicants`, sign-in): Applicants for one of the employer's jobs: name, stage, fit score, applied date, plus stage counts. Try: "Show applicants for my data analyst job"
- **Screen applicants with AI** (`screen_applicants`, sign-in): Rank a job's active applicants by evidence-based fit (skills, experience, recency, logistics) with reasons, gaps and a shortlist/review/hold recommendation. Try: "Screen the applicants for this job and rank them"
- **View a candidate profile** (`candidate_profile`, sign-in): Recruiter-safe candidate profile (summary, skills, experience, education; no phone/email) for an applicant or a candidate surfaced by find_candidates and visible to recruiters. Try: "Show this candidate's profile"
- **Compare candidates** (`compare_candidates`, sign-in): Side-by-side comparison of 2-5 candidates for a job (score breakdown, matched/missing skills, notice period) with a recommendation. Try: "Compare my top three candidates"
- **Shortlist or skip a candidate** (`shortlist_candidate`, sign-in, asks before acting): Shortlist (bookmark) or skip a candidate from talent search; this also trains your future match ranking. Try: "Shortlist this candidate"
- **My shortlist** (`list_shortlist`, sign-in): Shortlisted and contacted candidates with scores, optionally for one job. Try: "Show my shortlist"
- **Move an applicant to a stage** (`update_applicant_status`, sign-in, asks before acting): Moves an application to APPLIED, SCREENING, INTERVIEW, OFFERED, HIRED or REJECTED. Try: "Move this applicant to interview"
- **Message a candidate** (`message_candidate`, sign-in, asks before acting): Sends recruiter outreach to a talent-search candidate. Try: "Invite this candidate to an interview"
- **Find matching candidates** (`find_candidates`, sign-in): AI talent search over opted-in candidate profiles for a job (jobId) or a description/skills. Try: "Find candidates for my DevOps engineer job"

### Plans & account (Everyone)

See plans and usage. Upgrades open Jobiba's secure billing page; nothing is charged in chat.

- **See Jobiba plans & pricing** (`get_membership_plans`, public): Public plan and pricing information. Try: "Show Jobiba plans and pricing"
- **My plan & usage** (`get_my_plan`, sign-in): Employer's current plan, billing cycle, wallet, active-job usage vs limit, and what the next plan unlocks. Try: "What plan am I on and how much have I used?"
- **Upgrade my plan** (`start_plan_upgrade`, sign-in): Prices an employer plan upgrade (monthly or yearly) and returns the secure jobiba.com billing link. Try: "Upgrade my employer plan"
- **Check Jobiba AI availability** (`ai_provider_status`, sign-in): Inspect configured chat and embedding provider readiness without exposing provider credentials or endpoints. Try: "Is Jobiba AI available right now?"

## Quick prompts

- **Find jobs** (`find_jobs`): Search live Jobiba vacancies and show interactive job cards.
- **Review a vacancy** (`review_job`): Open a vacancy and check how well my profile matches it.
- **Prepare my application** (`prepare_application`): Build a tailored resume and cover-letter draft for a vacancy, ready for my review.
- **Interview coach** (`interview_coach`): Practice questions and a preparation plan for a vacancy.
- **Tailor my CV & apply** (`tailor_and_apply`): Build a CV optimised for one job, review the changes, then apply with it.
- **Upgrade my profile** (`upgrade_my_profile`): Score my profile and fix it step by step from chat.
- **Build my profile from my CV** (`import_my_cv`): Paste CV text and import skills, roles and education into my profile.
- **Screen & shortlist applicants** (`screen_and_shortlist`): Rank applicants for a job and shortlist the best, with confirmation.
- **Source & contact talent** (`source_talent`): Find candidates, shortlist, compare and draft outreach for approval.
- **Salary research** (`salary_check`): Pay ranges, trend, experience curve, skill premiums and best cities for a role.
- **Check my job offer** (`offer_check`): Compare an offer with the market and get negotiation advice.
- **Research a company** (`company_research`): Reviews, interview difficulty, open jobs and pay at a company.
- **Saved jobs & alerts** (`saved_and_alerts`): Review saved jobs and job alerts, and set up a new alert.
- **Employer dashboard** (`employer_overview`): Hiring snapshot: jobs, applicants, traffic, plan and wallet.
- **Post a job** (`post_a_job`): Draft, review and publish a job with a pay benchmark.
- **Review applicants** (`review_applicants`): See applicants for a job and move them through stages.
- **Find candidates** (`find_talent`): AI talent search for a job (premium employer feature).
- **Plans & upgrade** (`upgrade_plan`): See plans, what my plan includes and how to upgrade.
- **Career roadmap** (`career_roadmap`): A practical plan toward a target role from my verified profile.
- **Audit my profile** (`profile_audit`): Find gaps in my Jobiba profile and fix them step by step.
- **Track my applications** (`track_applications`): Show my application pipeline and suggest follow-ups.

## AI-ready docs

- [MCP server](https://jobiba.com/mcp): Streamable HTTP endpoint for AI assistants (POST JSON-RPC)
- [MCP server card](https://jobiba.com/.well-known/mcp/server-card.json): Discovery metadata for MCP registries and clients
- [AGENTS.md](https://jobiba.com/AGENTS.md): Rules and context for AI agents using Jobiba
- [llms.txt](https://jobiba.com/llms.txt): Compact index of Jobiba for language models
- [llms-full.txt](https://jobiba.com/llms-full.txt): Full AI guide with data semantics and trust rules
- [This page as Markdown](https://jobiba.com/ai-tools.md): Clean Markdown for agents
- [Homepage as Markdown](https://jobiba.com/index.md): Newest openings and site map in Markdown
- [OpenAPI](https://jobiba.com/openapi.json): Public REST API contract (OpenAPI 3.1)
- [Public jobs API](https://jobiba.com/api/v1/jobs): Paginated active jobs as JSON
- [Job feeds](https://jobiba.com/feed.json): JSON feed (XML at /feed.xml)
- [Sitemap guide](https://jobiba.com/sitemap.md): Human- and agent-readable sitemap
- [OAuth metadata](https://jobiba.com/.well-known/oauth-protected-resource): How MCP clients sign users in
- [Developers](https://jobiba.com/developers): API keys, integrations and partner docs
- [Partner job feeds](https://jobiba.com/partner-feeds): Send your jobs to Jobiba

## Safety rules

- Facts come only from Jobiba data. The assistant never invents jobs, salaries, employers or your experience.
- Applying, messaging candidates and changing applicant stages always show a preview and wait for your confirmation.
- CV tailoring rewrites and reorders what is true about you; it never adds employers, titles, dates, degrees or skills.
- Salary estimates are labelled as estimates, with the sample they come from.
- Payments never happen in chat. Upgrades open Jobiba's secure billing page.
- Employers don't see candidate contact details or CV files without an application or consent.

## Sitemap

- [Sitemap guide](https://jobiba.com/sitemap.md)
- [XML sitemap index](https://jobiba.com/sitemap.xml)