autoApprove": [] } } } ``` ## Using the MCP Tools ### Repairing Transcription Errors ``` transcription-tools repair_text { "input_text": "We recieve about ten thousand dollars which is defiantly not enough.", "is_file_path": false } ``` ### Formatting Timestamped Transcripts ``` transcription-tools format_transcript { "input_text": "/path/to/timestamped-transcript.txt", "is_file_path": true, "paragraph_gap": 8, "line_gap": 4 } ``` ### Generating Summaries ``` transcription-tools summary_text { "input_text": "Long text to summarize...", "is_file_path": false, "constraint_type": "words", "constraint_value": 100 } ``` ### Retrieving Repair Logs ``` transcription-tools get_repair_log { "session_id": "20241206143022" } ``` ## Core Technologies ### Natural Formatting - Removes timestamps while preserving speech patterns - Applies intelligent spacing based on pause duration - Respects natural grammar and language flow - Maintains exact transcribed content ### Contextual Repair - Identifies and corrects likely transcription errors - Uses semantic context for high-confidence corrections - Maintains detailed logs of all changes - 90% confidence threshold for corrections - No original audio required ### Smart Summarization - Creates concise summaries of processed transcripts - Supports multiple constraint types: - Time-based (speaking duration) - Character count - Word count - Preserves key information and context - Maintains natural speaking rhythm ## Project Structure ``` / ├── .gitignore # Git ignore file ├── LICENSE # MIT license file ├── README.md # This documentation ├── package.json # Package dependencies and scripts ├── tsconfig.json # TypeScript configuration ├── build/ # Compiled JavaScript files (generated after build) │ ├── tools/ # Compiled tool implementations │ └── utils/ # Compiled utility functions └── src/ # Source TypeScript files ├── index.ts # MCP server entry point ├── tools/ # Tool implementations │ ├── formatting.ts │ ├── repair.ts │ └── summary.ts └── utils/ # Utility functions ├── file-handler.ts └── logger.ts ``` ## Configuration You can customize the server behavior by modifying the source code directly. The key configuration parameters are found in the respective tool implementation files: ```typescript // In src/tools/formatting.ts const paragraph_gap = 8; // seconds const line_gap = 4; // seconds // In src/tools/repair.ts const confidence_threshold = 90; // percentage // In src/tools/summary.ts const default_speaking_pace = 150; // words per minute ``` ## License MIT25:T6a4,## what is TranscriptionTools MCP? TranscriptionTools MCP is an intelligent transcript processing server that utilizes Deep Thinking LLMs to provide natural formatting, contextual repair, and smart summarization of transcripts. ## how to use TranscriptionTools MCP? To use TranscriptionTools MCP, install it via Smithery or clone the repository from GitHub, install dependencies, build the server, and configure it in your MCP settings. You can then utilize various tools for repairing text, formatting transcripts, generating summaries, and retrieving repair logs. ## key features of TranscriptionTools MCP? - **Repair Text**: Analyzes and repairs transcription errors with over 90% confidence. - **Format Transcript**: Converts timestamped transcripts into naturally formatted text. - **Summary Text**:

TranscriptionTools MCP Server

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