Estonian MCP

A small Model Context Protocol server that exposes EstNLTK (the Estonian NLP toolkit) as tools any LLM client can call in real time. Hand it Estonian text, get back correct lemmas, morphology, POS tags, spell-check + suggestions, syllables, named entities, WordNet synonyms, fastText-based related words, and a register hint (formal vs colloquial).

If your AI agent has to draft, edit, or proofread Estonian, this wires in ground truth so it stops guessing on the mechanical layer (spelling, case forms, conjugation) and gives it real Estonian synonyms instead of inventing them.

Three ways to use it:

1. 👉 Paste a URL into your Claude app: the easiest path, no terminal, no install. See Get started in 30 seconds below.
2. One-click on Smithery: install from the estonian-mcp listing.
3. Self-host: clone, run locally as stdio, or deploy your own container to Fly.io / any host. See Self-host (advanced).