Transcription Tools

🚀 Transcription Tools MCP Server

A MCP server that offers intelligent transcription processing capabilities, including natural formatting, context repair, and intelligent summarization powered by large language models (LLMs) with in - depth thinking.

🚀 Quick Start

This MCP server provides a range of intelligent transcription processing features. It can automatically format transcripts, repair errors, and generate intelligent summaries.

✨ Features

Available MCP Tools

This MCP server offers four powerful transcription processing tools:

1. repair_text - Analyze and fix transcription errors with an accuracy of over 90%.
2. get_repair_log - Retrieve detailed analysis logs of previous repairs.
3. format_transcript - Convert timestamped transcript text into naturally formatted text.
4. summary_text - Generate intelligent summaries using the ACE cognitive method.

📦 Installation

Installation via Smithery

To automatically install the transcription tools for Claude Desktop via Smithery:

npx -y @smithery/cli install @MushroomFleet/transcriptiontools-mcp --client claude

Manual Installation

1. Clone this repository:

git clone https://github.com/mushroomfleet/TranscriptionTools-MCP
cd TranscriptionTools-MCP

2. Install dependencies:

npm install

3. Build the server:

npm run build

4. Enable this server in your MCP server configuration file:

{
  "mcpServers": {
    "transcription-tools": {
      "command": "node",
      "args": ["/path/to/TranscriptionTools-MCP/build/index.js"],
      "disabled": false,
      "autoApprove": []
    }
  }
}

💻 Usage Examples

Basic Usage

Fixing Transcription Errors

<use_mcp_tool>
<server_name>transcription-tools</server_name>
<tool_name>repair_text</tool_name>
<arguments>
{
  "input_text": "We recieve about ten thousand dollars which is defiantly not enough.",
  "is_file_path": false
}
</arguments>
</use_mcp_tool>

Formatting Timestamped Transcript Text

<use_mcp_tool>
<server_name>transcription-tools</server_name>
<tool_name>format_transcript</tool_name>
<arguments>
{
  "input_text": "/path/to/timestamped-transcript.txt",
  "is_file_path": true,
  "paragraph_gap": 8, // seconds
  "line_gap": 4       // seconds
}
</arguments>
</use_mcp_tool>

Creating Summaries

<use_mcp_tool>
<server_name>transcription-tools</server_name>
<tool_name>summary_text</tool_name>
<arguments>
{
  "input_text": "/path/to/transcript.txt",
  "is_file_path": true,
  "language": "zh-CN"
}
</arguments>
</use_mcp_tool>

📚 Documentation

Project Structure

.
├── README.md          # Documentation
├── package.json      # Package management file
├── tsconfig.json     # TypeScript configuration
├── build/            # Build output directory
│   └── index.js     # Built server entry point
└── src/              # Source code directory
    ├── index.ts      # MCP server entry point
    ├── tools/        # Tool implementations
    │   ├── formatting.ts       # Formatting tool
    │   ├── repair.ts          # Repair tool
    │   └── summary.ts         # Summarization tool
    └── utils/         # Utility functions
        ├── file-handler.ts     # File handling tool
        └── logger.ts          # Logging tool

Configuration

You can customize the server behavior by modifying the source code. The key configuration parameters are located in each tool implementation file:

// 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

This project is licensed under the MIT license.