A side-by-side look at the Clarifyprompt MCP and Seedance Prompts MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Clarifyprompt MCP for multimedia process work as a local process; choose Seedance Prompts MCP for multimedia process as a local process. You can also run both side by side in one mcpServers block.
optimize_prompt, list_categories, list_platforms.search_prompts, get_prompt, list_categories.Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Multimedia Process | Multimedia Process |
| Quality signal | 64/100 · Good | 53/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | No auth required | Not declared |
| Pricing | Free | Not declared |
| Required env vars | None listed | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | 13 | 0 |
| Directory activity | 4 views 0 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | 7 | 5 |
| Full listing | View Clarifyprompt MCP | View Seedance Prompts MCP |
optimize_promptThe main tool. Optimizes a prompt for a specific AI platform.list_categoriesLists all 7 categories with platform counts (built-in and custom) and defaults.list_platformsLists available platforms for a given category, including custom registered platforms. Shows which is the default and whether custom instructions are configured.list_modesLists all 7 output modes with descriptions.register_platformRegister a new custom AI platform for prompt optimization.update_platformUpdate a custom platform or add instruction overrides to a built-in platform.unregister_platformRemove a custom platform or clear instruction overrides from a built-in platform.search_promptsFree-text search over 150 prompts (English or Japanese), filter by category or by whether the prompt expects a reference image.get_promptFull English + Japanese prompt text, the example video URL, and where to run it.list_categoriesThe ten categories and how many prompts each holds.check_promptAudits a draft against the seven elements measured across all 150 rendered prompts — style, scene, subject, camera, lighting, sound, timeline. Names what is missing, why it matters, and hands you a real prompt to copy from.build_promptComposes those seven elements plus timeline beats into the bracket format the rendered prompts use, and tells you which fields you left to the model.Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
{
"mcpServers": {
"lumabyteco-clarifyprompt-mcp": {
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
]
}
}
}
{
"mcpServers": {
"seedance-prompts-mcp": {
"command": "npx",
"args": [
"-y",
"seedance-prompts-mcp"
]
}
}
}