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Glama
mcp-server-summary

biliscribe

by mcp-server-summary
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
ACCESS_KEYYesCloudflare R2 access key
SECRET_KEYYesCloudflare R2 secret key
BUCKET_NAMEYesCloudflare R2 bucket name
S3_API_ENDPOINTYesCloudflare R2 S3 API endpoint
REPLICATE_API_TOKENYesReplicate API Key for whisperx calling
BILISCRIBE_SERVER_SSENoSet to 'true' to enable SSE mode (default: stdio)

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

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
bili_scribeA
Extracts and formats video content into structured text, optimized for LLM processing and analysis.

Args:
    video_url (str): The URL of video to process.
    use_audio (bool): Whether to use audio for transcription. Should always be True. 

Returns:
    str: The formatted text content of the video.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.6/5.0

Scored across 1 tool

Disambiguation5/5

Only one tool exists, so there is no risk of confusion between tools. The single tool has a clear and distinct purpose.

Naming Consistency5/5

With only one tool, naming is trivially consistent. The name 'bili_scribe' follows a reasonable pattern for the domain.

Tool Count3/5

A single tool for video transcription feels thin, as it lacks supporting tools for video lookup, list management, or format options. The scope is narrow but tolerable for a minimal server.

Completeness3/5

The tool covers the core transcription operation, but there are obvious gaps like no ability to list available videos, configure audio settings beyond boolean, or handle batch processing. The surface is incomplete for a general video content server.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources