owerful tools for transcript processing: 1. **repair_text** - Analyzes and repairs transcription errors with greater than 90% confidence 2. **get_repair_log** - Retrieves detailed analysis logs from previous repairs 3. **format_transcript** - Transforms timestamped transcripts into naturally formatted text 4. **summary_text** - Generates intelligent summaries using ACE cognitive methodology ## Installation ### Installing via Smithery To install Transcription Tools for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@MushroomFleet/transcriptiontools-mcp): ```bash npx -y @smithery/cli install @MushroomFleet/transcriptiontools-mcp --client claude ``` 1. Clone this repository: ```bash git clone https://github.com/mushroomfleet/TranscriptionTools-MCP cd TranscriptionTools-MCP ``` 2. Install dependencies: ```bash npm install ``` 3. Build the server: ```bash npm run build ``` 4. Configure the MCP server in your MCP settings file: ```json { "mcpServers": { "transcription-tools": { "command": "node", "args": ["/path/to/TranscriptionTools-MCP/build/index.js"], "disabled": false, "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

#smart-summarization

TranscriptionTools MCP Server