BenchRank
#3 in Voice & SpeechUpdated 2026-08

Minutes

by Minutes · Local-first conversation memory in plain Markdown

46.1 — BenchRank score out of 100

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Overview

Minutes records meetings, voice memos and dictation, transcribes them on your machine with whisper.cpp and pyannote diarisation, and writes each one as a Markdown file with YAML frontmatter in a local folder. Summarisation is optional and runs through your own LLM. A CLI, a Tauri desktop app and 34 MCP tools let Claude, Codex, Gemini CLI and other MCP clients read that folder.

Best for
Mac users who want meeting and voice-memo transcripts kept locally as Markdown their AI agents can search
Pricing
No prices are shown; the pages state Minutes is MIT licensed and free forever.
Runs on
macOSWindowsCLI

Strengths and trade-offs

Strengths

  • Audio and transcripts stay on your machine; nothing is uploaded
  • Output is plain Markdown with YAML frontmatter; grep and git work
  • 34 MCP tools for Claude, Codex, Gemini CLI and other MCP clients
  • MIT licensed and free, with a public eval harness

Trade-offs

  • Desktop is Mac or Windows; the iPhone voice memo pipeline needs a Mac
  • Parakeet and Apple Speech settings fall back to Whisper until gates pass
  • Pre-1.0 (v0.24.0); retention rules and agent enforcement listed as not shipped
  • Summaries need your own LLM (Claude or Ollama); none is bundled

How this score is made up

Each dimension is scored out of 100 and combined into the headline score using fixed weights.

MCP support
60 out of 100
API quality
0 out of 100
Documentation
25 out of 100
Agent friendliness
80 out of 100
Pricing transparency
15 out of 100
Changelog
100 out of 100
Marketing site structure
95 out of 100
Operational trust
35 out of 100

Measured, but not part of the score

Useful to know, but not a mark for or against the product — so these do not affect the ranking.

Openness
60 out of 100
Maintenance
100 out of 100

This doesn’t look right — report a problem with Minutes’s score

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