TranscriptionTools MCP Server

by MushroomFleet

19 stars

350 downloads

Not rated

GitHub

About

MCP server for transcript processing — formatting, contextual repair & smart summarization with deep-thinking LLMs

Details

Author: MushroomFleet
GitHub stars: 19
Downloads: 350
Categories: Other, Productivity

- Four MCP tools for transcript processing: repair, log, format, summary
- repair_text corrects transcription errors with >90% confidence
- format_transcript removes timestamps and applies intelligent spacing
- summary_text generates summaries with time, word, or character constraints
- get_repair_log retrieves detailed logs of previous repairs

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name TranscriptionTools MCP Server

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

From the repository

Install by cloning the repository, running npm install and npm run build, then configure the server in your MCP settings file. Invoke the tools repair_text, get_repair_log, format_transcript, and summary_text via the MCP client interface.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "transcriptiontools mcp server": {
            "TranscriptionTools-MCP": {
                "command": "npx",
                "args": [
                    "-y",
                    "@smithery/cli",
                    "install",
                    "@MushroomFleet/transcriptiontools-mcp",
                    "--client",
                    "claude"
                ]
            }
        }
    }
}

McpServers

{
    "TranscriptionTools-MCP": {
        "command": "npx",
        "args": [
            "-y",
            "@smithery/cli",
            "install",
            "@MushroomFleet/transcriptiontools-mcp",
            "--client",
            "claude"
        ]
    }
}

TranscriptionTools MCP Server

An MCP server providing intelligent transcript processing capabilities, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.

Available MCP Tools

This MCP server exposes four powerful 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:

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

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. Configure the MCP server in your MCP settings file:

{

  "mcpServers": {

    "transcription-tools": {

      "command": "node",

      "args": ["/path/to/TranscriptionTools-MCP/build/index.js"],

      "disabled": false,

      "autoApprove": []

    }

  }

}

Using the MCP Tools

Repairing 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 Transcripts

<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,
  "line_gap": 4
}
</arguments>
</use_mcp_tool>

Generating Summaries

<use_mcp_tool>
<server_name>transcription-tools</server_name>
<tool_name>summary_text</tool_name>
<arguments>
{
  "input_text": "Long text to summarize...",
  "is_file_path": false,
  "constraint_type": "words",
  "constraint_value": 100
}
</arguments>
</use_mcp_tool>

Retrieving Repair Logs

<use_mcp_tool>
<server_name>transcription-tools</server_name>
<tool_name>get_repair_log</tool_name>
<arguments>
{
  "session_id": "20241206143022"
}
</arguments>
</use_mcp_tool>

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:

// 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

MIT

About

Details

Jump to

Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

TranscriptionTools MCP Server

Available MCP Tools

Installation

Installing via Smithery

Using the MCP Tools

Repairing Transcription Errors

Formatting Timestamped Transcripts

Generating Summaries

Retrieving Repair Logs

Core Technologies

Natural Formatting

Contextual Repair

Smart Summarization

Project Structure

Configuration

License

See Also

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