| FMRS | 58 / 100 · C | 77 / 100 · B | 75 / 100 · B |
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| Reliability | 9 / 20 | 12 / 20 | 13 / 20 |
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| Security and permissions | 10 / 20 | 16 / 20 | 12 / 20 |
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| Maintenance | 14 / 20 | 16 / 20 | 16 / 20 |
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| Documentation | 13 / 20 | 18 / 20 | 17 / 20 |
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| Setup experience | 12 / 20 | 15 / 20 | 17 / 20 |
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| Best for | - Teams that need self-hosted, watermark-free short-video production with data staying local
- Developers who want AI assistants (e.g. Claude Desktop, Cursor) to drive the video pipeline
- Operators producing e-commerce, UGC ad or faceless vertical content
- Individuals who want a zero-key path using free footage and free TTS first
| - 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 | - Enterprise production environments needing official commercial support or SLAs
- Users expecting high-quality AI-generated visuals and native voiceover with no API keys at all
- Users unwilling to run FFmpeg, Node or Docker locally
- Users who want a fully managed cloud service with no local instance
| - 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 | - Launch a local npx process (clipforge-mcp) over stdio
- Read environment variables CLIPFORGE_BASE_URL, CLIPFORGE_LLM_BASE_URL, CLIPFORGE_LLM_API_KEY (secret), CLIPFORGE_LLM_MODEL
- Access the HTTP API of the locally running ClipForge service (default http://localhost:3000)
- Make network requests to the configured LLM endpoint when set, for script generation
- Use FFmpeg on the ClipForge instance for local video composition and read/write local data files
| - 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 | - CLIPFORGE_LLM_API_KEY is a secret credential; leaking it lets others consume your model quota
- When external LLM endpoints or paid AI models are configured, script and asset calls may incur usage-based costs; paid generation is designed not to trigger silently
- AI-generated content faces platform compliance rules (AIGC labeling, advertising-law banned words); the project enables these defaults but does not replace your compliance responsibility
- Free footage comes from third-party licensed libraries (e.g. Openverse, Wikimedia, Jamendo); verify each license and keep attribution before commercial use
- If the local instance is exposed to a network, others may call it and consume your model quota
| - 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 Desktop, Cursor | Claude Desktop, Cursor, Codex, Google Antigravity | Claude Desktop, VS Code, Cursor, Windsurf, Zed, Amp |
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| Tools | 4 | 26 | 11 |
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