| FMRS | 53 / 100 · D | 77 / 100 · B | 75 / 100 · B |
|---|
| Reliability | 8 / 20 | 12 / 20 | 13 / 20 |
|---|
| Security and permissions | 9 / 20 | 16 / 20 | 12 / 20 |
|---|
| Maintenance | 11 / 20 | 16 / 20 | 16 / 20 |
|---|
| Documentation | 14 / 20 | 18 / 20 | 17 / 20 |
|---|
| Setup experience | 11 / 20 | 15 / 20 | 17 / 20 |
|---|
| Best for | - Individual users who want structured, multi-format notes from a single video link quickly
- Users working in Claude Code who are willing to have the current conversation Agent write notes directly
- Note workflows that combine speech transcription, visual understanding, danmaku, and comments from multiple sources
- Users who need task management, multi-video parallelism, and batch output
| - Hevy PRO users who want AI assistants to directly access their workout data
- People who prefer using MCP clients like Claude, Cursor, Codex for fitness tracking
- Anyone needing summaries and insights from their training data
| - Scenarios needing clean, structured web context fed to an AI assistant
- Users already on the Firecrawl platform who want to call its scraping capability directly via MCP
|
|---|
| Not for | - Users whose clients do not support MCP / Claude Code Skill (the source only describes a Claude Code Skill and MCP Server form)
- Users who do not want to install local dependencies such as FFmpeg and whisper or download videos
- Scenarios needing a hosted backend service rather than local execution (this project requires no backend service to start)
| - Users without a Hevy PRO subscription (API key required)
- Users who want to use the server without an API key
- Those needing delete workflows (Hevy API does not expose delete endpoints)
| - Simple static-page scraping where you don't want to depend on a third-party API and incur call costs
- Sites that explicitly disallow automated access (robots.txt)
|
|---|
| Required permissions | - Read video links and download the corresponding media locally into task directories (note_results/{task_id}/raw/)
- Write generated artifacts locally (transcripts, notes, screenshots, frames, subtitle exports, etc.) into note_results/{task_id}/gen/
- Read and write the local SQLite database video_note.db (video_tasks global task index)
- Invoke local components such as FFmpeg and whisper
- Optional platform QR-code login (Bilibili, Douyin, etc.) and optional fallback LLM API key configuration
| - Requires HEVY_API_KEY environment variable for Hevy API authentication
- Can create, update, and replace workouts, routines, folders, templates, and body measurements via tools
- Read operations can fetch workouts, routines, folders, templates, history, and user info
| - Requires a Firecrawl API key to call; cost and quota are governed by the Firecrawl account
- firecrawl_agent/firecrawl_interact perform automated browser interaction, which may trigger login or form-submission flows on the target site
|
|---|
| Risks and side effects | - Downloads video, cover, and other media files, consuming local disk space (cleanup keeps configuration and models by default)
- whisper transcription runs locally, so speed and resource use depend on machine performance
- Optionally enabling the fallback LLM requires providing an API key, creating key-management risk
- Platform QR-code login stores session state, involving account-credential risk
- Cleanup operations may delete task data; check first with cleanup(task_id, dry_run=True)
| - API key can be misused if leaked; do not expose in URLs, logs, or screenshots
- Create operations may produce duplicates on retry; update operations replace existing records
- The server sends data to the Hevy API and may send telemetry to external services unless disabled
| - Bulk crawl/map tools can generate significant request volume against a target site — respect the site's rate limits and terms of service
- firecrawl_agent's interactive action chain is longer — define task boundaries clearly before running it to avoid accidentally triggering actions on a sensitive site
|
|---|
| Supported clients | Claude Code | Claude Desktop, Cursor, Codex, Google Antigravity | Claude Desktop, VS Code, Cursor, Windsurf, Zed, Amp |
|---|
| Tools | 6 | 26 | 11 |
|---|