mcp-nlp MCP Server

MCP-NLP is a FastMCP application designed to provide NLP (Natural Language Processing) capabilities using the Model Context Protocol (MCP).

Local server

What is the mcp-nlp MCP Server?

mcp-nlp is an MCP project maintained in the tivaliy/mcp-nlp repository. The maintainer describes its purpose as “MCP-NLP is a FastMCP application designed to provide NLP (Natural Language Processing) capabilities using the Model Context Protocol (MCP)”. Read the project documentation for the complete scope.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
Purpose	Lists all supported metrics for text distance algorithms
Parameters	None
algorithm	optional): The algorithm to use (default: levenshtein)
metric	optional): The metric to use (default: normalized_similarity)
Returns	A list of available metrics: distance, similarity, normalized_distance, normalized_similarity, maximum
distance	Raw distance score
similarity	Raw similarity score
normalized_distance	Distance normalized to a 0-1 scale
normalized_similarity	Similarity normalized to a 0-1 scale (default)
maximum	Maximum possible value for the algorithm