ClipSense MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| CLIPSENSE_API_KEY | Yes | Your ClipSense API key (starts with cs_sk_) |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| analyze-videoA | Use this tool to analyze video files on the user's computer that show mobile app bugs. Reads local video files (MP4, MOV, WebM, AVI, MKV, FLV, MPEG, 3GP, WMV) and provides AI-powered analysis to identify errors, crashes, UI issues, and suggests code fixes. Works with React Native, iOS (Swift/Objective-C), and Android (Kotlin/Java) apps. Use this when the user asks you to analyze, examine, or debug a video file showing app behavior. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 1 tool
With only one tool, there is no possibility of ambiguity or overlap between tools. The tool 'analyze-video' has a singular, well-defined purpose that cannot be confused with any other tool in the set.
Since there is only one tool, naming consistency is inherently perfect. The tool name 'analyze-video' follows a clear verb_noun pattern, and there are no other tools to create inconsistency.
A single tool is too few for a server named 'ClipSense MCP Server' that implies a broader video analysis or debugging domain. While the tool is well-described, the server lacks additional tools for related operations like listing videos, managing analyses, or handling different file types beyond analysis, making it feel thin and incomplete for its apparent scope.
The server is severely incomplete for video analysis and debugging. It only provides analysis, with no tools for uploading, listing, deleting, or managing video files, nor for handling analysis results or integrating with development workflows. This creates significant gaps that will likely cause agent failures in real-world use.