biliscribe

What is biliscribe?

biliscribe is an MCP (Model Context Protocol) server that extracts and formats Bilibili video content into structured text, optimized for LLM processing and analysis.

How to use biliscribe?

Install the mcp-server-biliscribe package via uvx mcp-server-biliscribe. Set the required environment variables for Cloudflare R2 credentials and a Replicate API key. Ensure ffmpeg is callable from your shell environment.

Key features of biliscribe

• Extracts Bilibili video content into structured text
• Uses WhisperX via Replicate for transcription
• Stores audio data in Cloudflare R2
• Supports both stdio (default) and SSE communication protocols
• Targets LLM processing and analysis workflows

Use cases of biliscribe

• Summarizing Bilibili video transcripts for LLM-based content analysis
• Building structured text datasets from Bilibili videos for training or fine-tuning
• Automating caption extraction for multilingual or research purposes

FAQ from biliscribe

What are the prerequisites for using biliscribe?

You need Cloudflare R2 access credentials, a Replicate API key, and ffmpeg available in your shell environment. The server has only been tested on macOS.

How do I switch between stdio and SSE protocols?

Set the environment variable BILISCRIBE_SERVER_SSE to true to enable SSE mode; otherwise the default is stdio.

What environment variables are required?

REPLICATE_API_TOKEN, S3_API_ENDPOINT, BUCKET_NAME, ACCESS_KEY, and SECRET_KEY must be set.