MagicSchool alternatives

Teacher productivity platform (80+ teacher tools, 50+ student tools) for planning, differentiation, IEP generation, feedback. Does not maintain a cross-session learner model. Full MagicSchool record →

  1. 1 AGENTS.md File-backed / editor paradigms

    same storage (file) · same retrieval (injection) · same memory unit (document)

    OSS ✓ Self-host ✓ Managed ? MCP ? ★ 25k MIT Compare with MagicSchool →

  2. 2 Abridge Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (file) · same memory unit (document) · also offered managed

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

  3. 3 Apple Notes + Apple Intelligence Personal AI / PKM / lifelogging memory

    same storage (file) · same retrieval (injection) · same memory unit (document) · also offered managed

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

  4. 4 DeepScribe Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same retrieval (injection) · same memory unit (document) · also offered managed

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

  5. 5 Devin (Cognition) Coding-agent memory

    same storage (file) · same retrieval (injection) · same memory unit (document) · also offered managed

    OSS ? Self-host ✓ Managed ✓ MCP ✓ Compare with MagicSchool →

  6. 6 Filevine LOIS Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same retrieval (injection) · same memory unit (document) · also offered managed

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

  7. 7 GitHub Copilot custom instructions File-backed / editor paradigms

    same storage (file) · same retrieval (injection) · same memory unit (document) · also offered managed

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

  8. 8 Harvey Memory Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same retrieval (injection) · same memory unit (document) · also offered managed

    OSS ? Self-host ✓ Managed ✓ MCP ✓ Compare with MagicSchool →

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.