Text Encoding Detector and Normalizer

Text Encoding Detector and Normalizer MCP Connector for Claude

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High-precision byte-level encoding detection and UTF-8 normalization.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides precise tools for analyzing byte sequences and ensuring text integrity. Use detect_encoding to identify the encoding of raw hex data, normalize_to_utf8 to convert sequences into standard UTF-8, and audit_character_integrity to scan for non-ASCII characters or corruption. It is designed for developers and data engineers needing to validate character sets and handle encoding mismatches.

encodingutf8asciinormalizationbyte-analysis

3 tools expose this connector's capabilities to your AI agent.

normalize_to_utf8

Converts a byte sequence from its detected encoding into a clean UTF-8 string

audit_character_integrity

Performs a statistical analysis of the character composition within a text string

detect_encoding

Identifies the specific encoding of a provided byte sequence

See how to talk to your AI agent using Text Encoding Detector and Normalizer.

What is the encoding of the hex sequence 'efbbbf48656c6c6f'?

The detected encoding is UTF-8 and a Byte Order Mark (BOM) was found.

Normalize the hex sequence '48656c6c6f' using ASCII encoding.

Hello

Audit the integrity of the text 'Hello, World! 😊'.

The text contains 14 total characters, with 1 non-ASCII character and 0 replacement characters.

The tool can detect UTF-8, ASCII, and ISO-8859-1 by analyzing byte patterns and Byte Order Marks.

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