Transcription Tools

TranscriptionTools MCP server provides tools for processing and enhancing transcribed text through three main functions: repairing transcription errors with high confidence, formatting timestamped transcripts into natural text, and generating intelligent summaries using ACE cognitive methodology. Built by MushroomFleet, it implements the Model Context Protocol to enable AI assistants to process text files or direct input, with features like automatic paragraph detection based on time gaps, error correction with confidence scoring, and customizable summary constraints. The server can be run locally using stdio or deployed as a Docker container, making it ideal for workflows involving speech-to-text output cleanup, podcast transcription formatting, or creating concise summaries of lengthy transcribed content.

Source

Repository: https://github.com/mushroomfleet/transcriptiontools-mcp