SchoolAI alternatives

Teacher-created "Spaces" (structured AI workspaces) where Dot, the student-facing assistant, guides learners through agendas. Student interaction data — completion, errors, time-on-task — surfaces to teachers via dashboards. Full SchoolAI record →

  1. 1 Khanmigo Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same conflict handling (append) · same memory unit (episode)

    OSS ? Self-host — Managed ✓ MCP ? Compare with SchoolAI →

  2. 2 Memori Dedicated memory layers

    same storage (relational) · same retrieval (injection) · same conflict handling (append) · same memory unit (episode)

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 17k released 2026-05-28 Apache-2.0 Compare with SchoolAI →

  3. 3 DeepScribe Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same memory unit (episode)

    OSS ? Self-host — Managed ✓ MCP ? Compare with SchoolAI →

  4. 4 K Health Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same memory unit (episode)

    OSS ? Self-host ? Managed ? MCP ? Compare with SchoolAI →

  5. 5 Luminance Institutional Memory Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same memory unit (episode)

    OSS ? Self-host — Managed ✓ MCP ? Compare with SchoolAI →

  6. 6 Nabla + Navina Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same memory unit (episode)

    OSS ? Self-host — Managed ✓ MCP ? Compare with SchoolAI →

  7. 7 Suki AI Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same memory unit (episode)

    OSS ? Self-host — Managed ✓ MCP ? Compare with SchoolAI →

  8. 8 Intercom Fin Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same memory unit (episode)

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with SchoolAI →

Ranked by shared memory design (storage, retrieval, conflict handling, memory unit), same section and shared must-haves (open source, self-hosting, MCP), with adoption as a tie-breaker. ✓ confirmed · — no · ? not in the catalog yet. Want picks for your own requirements? Use the chooser. Checking a whole project? Check your stack.