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Mentingo
Mentingo is an open-source learning management system where employees practice real workplace conversations with an AI mentor instead of only clicking through slides. The voice and chat mentor plays a customer, candidate, or colleague in role-play scenarios, asks follow-up questions, and returns scored feedback on how the conversation actually went. You can generate a course draft from your own documents, presentations, and procedures, then edit the structure and lessons instead of starting from a blank page. Learners work through a course catalog and distraction-free lessons, while quizzes, scenario questions, and long-form answers check understanding beyond simple recall. Compliance and safety courses can expire on a schedule, with automatic re-enrolment, reminders, and certificate validity tracking keeping renewals from slipping. Administrators organize people by departments, branches, and teams, inherit course access from group membership, and follow engagement and completion analytics per learner, group, and course. A knowledge base, company blog, announcements, and FAQ keep supporting material beside the training itself. Multiple organizations can share one deployment with separate domains and branding, and courses can be exported as SCORM packages for other tools. Integrations include Microsoft 365, Google Workspace, and Slack sign-in, plus an MCP endpoint for AI assistants. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.
Benefits
- Practice Conversations, Not Just Content
- Voice and chat role-play lets employees rehearse sales calls, negotiations, and support conversations against an AI mentor that scores performance and returns concrete, actionable feedback afterward.
- Courses Drafted From Your Documents
- Upload presentations, PDFs, and procedures and the AI course builder generates structure, lessons, and materials you can edit, cutting the blank-page work out of course creation.
- Compliance That Renews Itself
- Set expiry intervals on mandatory courses and Mentingo handles re-enrolment, reminder schedules, and certificate validity tracking, so recurring training stays evidenced without manual chasing.
- Many Organisations, One Deployment
- Multi-tenancy enforced with PostgreSQL Row-Level Security, per-tenant domains, and full white-label branding lets one installation serve holding structures, subsidiaries, or paying training clients separately.
Features
- AI Mentor Role-Play
- LiveKit real-time voice and chat simulations where the mentor plays customers or candidates, probes reasoning with follow-ups, and scores behavioural performance automatically.
- AI Course Builder
- Generates course structure, lessons, and materials from uploaded documents and presentations using the Vercel AI SDK with OpenAI models and pgvector retrieval.
- Assessment Engine
- Scenario-based questions, dynamic quizzes, and short and long-form text analysis move evaluation beyond recall, supported by daily streaks that keep learners returning.
- Analytics And Reporting
- Engagement, consistency, and outcome dashboards per learner, group, and course, with CSV and XLSX bulk import and export for reporting and migrations.
- SSO And Access Control
- Microsoft 365, Google Workspace, and Slack OAuth 2.0 sign-in alongside email accounts and TOTP two-factor authentication, with role-based permissions throughout.
- SCORM And MCP Interoperability
- SCORM 1.2 export packages reuse courses in other tools, while a scoped MCP endpoint and typed OpenAPI client let AI assistants author content safely.