JobMojito MCP server

JobMojito MCP Server

Welcome

JobMojito is an AI interview platform for hiring teams: let AI interview every candidate — you make the call. Lifelike avatar and voice agents run structured, multilingual interviews at any scale, score them in real time, and hand recruiters the transcripts, summaries and reports they need to make the actual decision. Everything the platform produces is decision support for a qualified human reviewer — never the hiring decision itself.

What the platform offers:

configurable avatars, generated from a job description or built from your own question set, with a fully branded candidate experience.

• AI avatar & voice interviews — real-time conversational interviews with

real-time scoring, plus shareable interview reports for the hiring team.

• Scoring, transcripts & reports — consistent structured assessment with

each one a personal interview link, grant extra attempts, track results.

• Candidate management & invitations — register candidates in bulk, send

screening scenarios or candidate practice on the coaching portal.

• Role-play & coaching personas — avatars that play a defined role, for

reflect your organisation's context.

• Knowledge base — upload company documents so interviews and evaluations

hiring analytics across positions.

• Workspaces & analytics — merchants and sub-merchants, credit usage, and

Around the product: the admin console at app.jobmojito.com, developer/API docs at developer.jobmojito.com, the help center at help.jobmojito.com, and the hosted MCP endpoint this repo powers at https://mcp.jobmojito.com/mcp.

This repository is the MCP server that puts all of that into AI assistants like Claude and ChatGPT.

An MCP server for the JobMojito API, built with FastMCP and designed to deploy on Prefect Horizon (the MCP platform from the FastMCP team — app.prefect.cloud → Horizon).

It exposes:

and role-play personas, the coaching catalogue, candidates and results, knowledge base, merchant lists/analytics). All endpoints — including the GET lists — are surfaced as tools with clean, curated names, each with a title and read-only/destructive annotations.

• 25 API tools auto-generated from JobMojito's live OpenAPI spec (interviews

the developer docs and help center live — docs stay single-source on their existing platforms; nothing is copied into this repo.

• 2 documentation tools (searchdocumentation, getdocumentation) that read

The signed-in user's Supabase JWT is forwarded to the JobMojito API on every call.

• Supabase OAuth so end users can log in directly from Claude, ChatGPT, etc.

How it fits together

MCP client (Claude / ChatGPT)
        │  OAuth login (Supabase OAuth Server, DCR)
        ▼
JobMojito MCP server (this repo, on Horizon)
        │  forwards the user's Supabase JWT
        ▼
JobMojito API  (https://cool.jobmojito.com/functions/v1)

Files

Shortened. The full README is on GitHub.