| FMRS | 66 / 100 · C | 77 / 100 · B | 75 / 100 · B |
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| Reliability | 10 / 20 | 12 / 20 | 13 / 20 |
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| Security and permissions | 11 / 20 | 16 / 20 | 12 / 20 |
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| Maintenance | 15 / 20 | 16 / 20 | 16 / 20 |
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| Documentation | 16 / 20 | 18 / 20 | 17 / 20 |
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| Setup experience | 14 / 20 | 15 / 20 | 17 / 20 |
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| Best for | - AI agent builders who want local video editing, captioning, repurposing, and quality gating
- Developers and creators already using MCP clients such as Claude Code or Cursor
- Local media operators who want typed, guardrailed FFmpeg operations with traceable artifacts instead of guessed flags
| - 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
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| Not for | - Users who want a hosted cloud editor or credit-metered SaaS
- Users who want an untyped shell wrapper for arbitrary FFmpeg commands
- Anyone unwilling to install FFmpeg (and optionally Node.js, Whisper, and other extras) locally
- People expecting to edit raw Insta360 .insv or GoPro .360 files directly — you must export a stitched equirect MP4 from the camera app first
| - 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)
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| Required permissions | - Read and write local media files and output directories (editing, exporting, receipts)
- Execute local FFmpeg/ffprobe subprocesses
- Read local project/data directories (for example the ~/.mcp-video compatible data dir)
- Optional: network access for Hyperframes features, website capture, or installing Python extra dependencies
- Optional: C2PA signing requires c2patool plus a local manifest/signer
| - 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
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| Risks and side effects | - Agents may produce poor or broken video: the README explicitly requires video_quality_check, release checkpoints, and human visual/audio inspection before publishing
- Risk of overwriting source media: rescue and derivative flows claim the source stays immutable, but you should still back up important footage
- Optional extras are large (transcribe ~1 GB, stems ~2 GB, upscale ~2 GB), consuming significant disk and install time
- Depends on a local external toolchain (FFmpeg, plus Node.js 22+ for Hyperframes), so environment drift causes failures
- Optional capabilities such as website capture, local speech, or AI background removal may involve network access and extra licensing/compliance review
- Some README surfaces (desktop MCPB packaging, deeper Sonic World Audio integration, the trusted execution kernel, generative spend-cap plans) are gated, partial, or unreleased and should not be treated as stable shipped features
| - 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
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| Supported clients | Claude Code, Claude Desktop, Cursor | Claude Desktop, Cursor, Codex, Google Antigravity | Claude Desktop, VS Code, Cursor, Windsurf, Zed, Amp |
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| Tools | 19 | 26 | 11 |
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