Candidates
A pipeline where nobody skips stages, ordered by fit with the vacancy.
Talent and HR
Mentora Talent
A recruitment consultancy with manual processes: hundreds of candidates in spreadsheets and tender responses rebuilt from scratch every time.
Mentora Talent is a fictional company. Sign in with any email and password; nothing you do is saved.
What it does
RFP responses
Drafts per question and per-department approval; nothing goes out without all of them.
Knowledge base
What the firm already knows, with the source of every answer.
MCP tools
The firm’s capabilities as an MCP server any compatible agent can use.
How it was built
The MCP server is real (JSON-RPC 2.0: initialize, tools/list, tools/call) and you can try it seeing the exact request and response. The rules, like which stage comes next or when an RFP can go out, live on the server, not in the screen.
- All four demos are a single application (Next.js and Python on Vercel) that switches brand by subdomain.
- The AI is recorded, so trying it costs nothing: with your data, it answers with a real model over your own documents.
- Nothing about whoever tries it is stored: the session and changes live only in their tab and vanish when it closes. Only an anonymous count that someone visited is kept.
- All data is fictional and the business rules are covered by automated tests.
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