rostro
Server Details
Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and more.
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- Status
- Unhealthy
- OAuth
- Works in Glama
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- francis-ros/rostro-mcp-server
- GitHub Stars
- 0
TDQS
Scored across 5 tools
Each tool has a clearly distinct purpose with no overlap: 'account' handles user identity and billing, 'check' monitors ongoing generations, 'delete' removes media, 'history' retrieves past generations, and 'imagine' initiates new generations. The descriptions make it easy for an agent to select the correct tool for any task without confusion.
Four tools use simple, consistent noun-based names ('account', 'check', 'history', 'imagine'), which are clear and predictable. However, 'delete' is a verb, breaking the pattern slightly and causing minor inconsistency in the naming convention across the set.
With 5 tools, this server is well-scoped for a multimedia generation service. Each tool earns its place by covering essential operations: user management, generation initiation, status checking, history retrieval, and deletion. This count is neither too sparse nor bloated, fitting the domain perfectly.
The tool set provides complete coverage for the multimedia generation domain: 'imagine' for creation, 'check' for monitoring, 'history' for retrieval, 'delete' for removal, and 'account' for user context. There are no obvious gaps, and agents can handle the full lifecycle of media assets without dead ends.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
5 tool updates
- First observed
account - First observed
check - First observed
delete - First observed
history - First observed
imagine
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