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securityA
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qualityProvides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.
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3
729
Apache 2.0
The TranscriptionTools MCP Server provides intelligent transcript processing capabilities including:
Repair transcription errors with over 90% confidence using
repair_textRetrieve detailed repair logs of previous operations with
get_repair_logFormat timestamped transcripts into naturally readable text with
format_transcriptGenerate intelligent summaries using ACE cognitive methodology with various constraints (time, characters, words) via
summary_text
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:
repair_text - Analyzes and repairs transcription errors with greater than 90% confidence
get_repair_log - Retrieves detailed analysis logs from previous repairs
format_transcript - Transforms timestamped transcripts into naturally formatted text
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
Clone this repository:
git clone https://github.com/mushroomfleet/TranscriptionTools-MCP
cd TranscriptionTools-MCP
Install dependencies:
npm install
Build the server:
npm run build
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
hybrid server
The server is able to function both locally and remotely, depending on the configuration or use case.
Provides intelligent transcript processing capabilities for Claude, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.
- Available MCP Tools
- Installation
- Using the MCP Tools
- Core Technologies
- Project Structure
- Configuration
- License
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