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Best AI Meeting Assistants for midmarket teams

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Crail tracks 6 AI Meeting Assistants vendors that list midmarket teams as a fit. These are the 5 that rank highest once the list is weighted for midmarket teams, and each one is shown with access control and integration surface — SSO, audit logging, API and MCP — the facts that decide the shortlist at this size, rather than the same summary on every page.

How this list is weighted for midmarket teams

  • 60% of the vendor's Crail agent-readiness score
  • up to 24 points for published compliance certifications (8 per certification)
  • 10 points for documented SSO/SAML support
  • 6 points for a documented audit log

Startups and small businesses share the price-and-self-serve weighting; midmarket and enterprise share the compliance weighting. The full rules are on the methodology page.

Best overall: Fireflies.ai

1. Fireflies.ai46/100 agent-readiness

AI notetaker that records, transcribes, and summarizes meetings across video calls, dialers, and audio files with a GraphQL API.

  • SSO/SAML: yes
  • Audit log: yes
  • API: GraphQL
  • MCP server: none published

2. Granola77/100 agent-readiness

AI notepad that turns live meeting audio into structured, shareable notes without a bot joining the call.

  • SSO/SAML: yes
  • Audit log: not publicly documented
  • API: REST
  • MCP server: yes (http transport), 6 tools exposed

3. tl;dv63/100 agent-readiness

AI meeting recorder and notetaker that transcribes, summarizes, and surfaces insights across Zoom, Meet, and Teams calls.

  • SSO/SAML: yes
  • Audit log: not publicly documented
  • API: REST
  • MCP server: yes, 4 tools exposed

4. Gong37/100 agent-readiness

Revenue intelligence platform that captures sales calls and meetings to surface deal risk, forecasting, and coaching insights.

  • SSO/SAML: yes
  • Audit log: yes
  • API: REST
  • MCP server: none published

5. Otter.ai38/100 agent-readiness

AI meeting assistant providing live transcription, speaker ID, and automated summaries for Zoom, Teams, and Google Meet calls.

  • SSO/SAML: yes
  • Audit log: yes
  • API: REST
  • MCP server: none published

FAQ

How is this AI Meeting Assistants ranking calculated for midmarket teams?

This is not the raw agent-readiness leaderboard. Crail scores the 6 AI Meeting Assistants vendors it tracks that fit midmarket teams, using 60% of the vendor's Crail agent-readiness score; up to 24 points for published compliance certifications (8 per certification); 10 points for documented SSO/SAML support; 6 points for a documented audit log. Fireflies.ai ranks first once the midmarket teams weighting is applied, even though Granola scores higher on raw agent-readiness (77/100 against Fireflies.ai's 46/100), because the weighting adds points that score does not cover.

Which of these document SSO or SAML for a midmarket rollout?

Fireflies.ai, Granola, tl;dv, Gong and Otter.ai document SSO or SAML. Fireflies.ai, Gong and Otter.ai also document an audit log.

Which expose an API or MCP server for integration?

Fireflies.ai (GraphQL), Granola (REST), tl;dv (REST), Gong (REST) and Otter.ai (REST) publish a public API. Granola and tl;dv also ship an MCP server, which is what lets an agent call the product directly.