Clarifyprompt MCP vs MCP Image
A side-by-side look at the Clarifyprompt MCP and MCP Image 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 MCP Image for multimedia process as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Clarifyprompt MCP when
- You need dedicated capabilities in the Multimedia Process domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
- You want tools like
optimize_prompt, list_categories, list_platforms.
Choose MCP Image when
- You need dedicated capabilities in the Multimedia Process domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: API key required.
- You have the keys it needs:
GEMINI_API_KEY, OPENAI_API_KEY, ARK_API_KEY, IMAGE_PROVIDER, IMAGE_OUTPUT_DIR, IMAGE_QUALITY, SKIP_PROMPT_ENHANCEMENT.
Feature & specification comparison
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 | API key required |
| Pricing | Free | BYOK (pay the provider) |
| Required env vars | None listed | GEMINI_API_KEYOPENAI_API_KEYARK_API_KEYIMAGE_PROVIDERIMAGE_OUTPUT_DIRIMAGE_QUALITYSKIP_PROMPT_ENHANCEMENT |
| Verified owner | Community listing | Community listing |
| GitHub stars | 13 | 181 |
| Directory activity | 5 views 0 installs 0 upvotes | 2 views 0 installs 0 upvotes |
| Tools | 7 | Not listed |
| Full listing | View Clarifyprompt MCP | View MCP Image |
Tools & capabilities
Clarifyprompt MCP tools 7
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.
MCP Image tools
No tool names declared yet. Check the project README from the listing page.
Ready-to-paste client configs
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.
Clarifyprompt MCP
{
"mcpServers": {
"lumabyteco-clarifyprompt-mcp": {
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
]
}
}
}
MCP Image
{
"mcpServers": {
"mcp-image": {
"command": "npx",
"args": [
"-y",
"mcp-image"
],
"env": {
"GEMINI_API_KEY": "YOUR_GEMINI_API_KEY_HERE",
"OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
"ARK_API_KEY": "YOUR_ARK_API_KEY_HERE",
"IMAGE_PROVIDER": "YOUR_IMAGE_PROVIDER_HERE",
"IMAGE_OUTPUT_DIR": "YOUR_IMAGE_OUTPUT_DIR_HERE",
"IMAGE_QUALITY": "YOUR_IMAGE_QUALITY_HERE",
"SKIP_PROMPT_ENHANCEMENT": "YOUR_SKIP_PROMPT_ENHANCEMENT_HERE"
}
}
}
}
Frequently asked questions
Clarifyprompt MCP is categorized under Multimedia Process and uses a local stdio subprocess. MCP Image belongs to Multimedia Process and uses a local stdio subprocess. Pick Clarifyprompt MCP for multimedia process work and MCP Image for multimedia process.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Clarifyprompt MCP is listed as free. Auth: no auth required. MCP Image is bring-your-own-key: usage is billed by the API provider you supply a key for. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add lumabyteco-clarifyprompt-mcp and mcp-image as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Clarifyprompt MCP has a quality signal of 64/100 (Good) with 5 views, 0 installs and 13 GitHub stars. MCP Image has 53/100 (Good) with 2 views, 0 installs and 181 GitHub stars.