Read.ai alternatives

Meeting bot + browser extension. Captures audio + video; engagement scoring (talk-time, sentiment, attention); enterprise search across all past meetings. "Ada" digital-twin feature builds an AI memory of work patterns. Full Read.ai record →

  1. 1 Granola Voice-first / wearable AI memory

    also in Voice-first / wearable AI memory · same storage (file) · same retrieval (extraction-pull) · same conflict handling (append) · same memory unit (episode, document) · also offered managed · also has MCP

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with Read.ai →

  2. 2 Otter.ai Voice-first / wearable AI memory

    also in Voice-first / wearable AI memory · same storage (file, vector) · same retrieval (similarity, extraction-pull) · same conflict handling (append) · same memory unit (episode, document) · also offered managed · also has MCP

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with Read.ai →

  3. 3 Plaud NotePin Voice-first / wearable AI memory

    also in Voice-first / wearable AI memory · same storage (file) · same retrieval (extraction-pull) · same conflict handling (append) · same memory unit (episode, document) · also offered managed · also has MCP

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with Read.ai →

  4. 4 Friend Voice-first / wearable AI memory

    also in Voice-first / wearable AI memory · same storage (vector) · same retrieval (similarity) · same conflict handling (append) · same memory unit (episode) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ? Compare with Read.ai →

  5. 5 Limitless Voice-first / wearable AI memory ⚠ acquired — acquired by Meta

    also in Voice-first / wearable AI memory · same storage (file, vector) · same retrieval (similarity, extraction-pull) · same conflict handling (append) · same memory unit (episode, document) · also offered managed · also has MCP

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with Read.ai →

  6. 6 Bee Voice-first / wearable AI memory ⚠ acquired — acquired by Amazon

    also in Voice-first / wearable AI memory · same storage (vector) · same retrieval (similarity) · same conflict handling (append) · same memory unit (episode) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ? Compare with Read.ai →

  7. 7 Sandbar Stream Voice-first / wearable AI memory

    also in Voice-first / wearable AI memory · same storage (file) · same retrieval (extraction-pull) · same memory unit (episode) · also offered managed · also has MCP

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with Read.ai →

  8. 8 Omi Voice-first / wearable AI memory

    also in Voice-first / wearable AI memory · same storage (vector) · same retrieval (similarity) · same conflict handling (append) · same memory unit (episode) · also offered managed · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 13k released 2026-10-22 MIT Compare with Read.ai →

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.