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ClaudeCommunityby Silly Geese

estonian-mcp wires EstNLTK (the canonical Estonian NLP toolkit) into any LLM client over MCP. Hand it Estonian text and it returns ground truth: lemmas, full morphology, POS tags, Vabamorf-grade spell-check with corrections, WordNet synonyms with definitions, fastText related-words, named entities, syllabification, and a register hint (formal vs colloquial). Designed for everyone writing Estonian with an AI assist (newsletters, emails, ads, official documents) whose AI would otherwise invent case forms and misspell words. Free, open-source (Apache-2.0), public endpoint hosted in Amsterdam. 10 tools, read-only.

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Listed Aug 18, 2026
by Silly Geese
MCP endpoint: https://estonian-mcp.fly.dev/mcp · streamable-http

Available tools (11)

analyze_morphologypos_tagof-speechspell_checknamed_entitiesfind_related_wordsclassify_registertokenizelemmatizesyllabifysynonyms