{"repo":"silly-geese/estonian-mcp","free":true,"listed":false,"github":"https://github.com/silly-geese/estonian-mcp","clone":"git clone https://github.com/silly-geese/estonian-mcp.git","description":"Get better Estonian writing from your AI agent. Offline MCP server (no third-party calls) wrapping EstNLTK, EKI Reeglid + Riigi Teataja. 26 read-only tools for spelling, morphology, orthography/grammar, kantseliit and legal Estonian. One-click install from Anthropic's Connectors Directory, or self-host. 96.5% on TalTech's inflection_et benchmark.","language":"Python","stars":16,"topics":["claude","estnltk","estonian","llm","mcp","model-context-protocol","morphological-analysis","nlp","spell-check","cowork"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"estonian-mcp Claude is quite bad at Estonian, so this MCP is here to fix that. Give it a shot. A small Model Context Protocol server that exposes EstNLTK, the Estonian NLP toolkit, as tools any LLM client can call in real time, backed by EKI's orthography rules (Reeglid) and public-domain Riigi Teataja legislation. Hand it Estonian text, get back correct lemmas, morphology, POS tags, spell-check + suggestions, syllables, named entities, WordNet synonyms, fastText-based related words, a register hint, orthography/grammar checks, kantseliit and terminology-consistency checks for reports and academic prose, and, for legal texts, legalese simplification and canonical legal-usage lookups. One-click install from Anthropic's official Connectors Directory, or self-host. See below. 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. It also covers the editorial layer, where a word can be correctly spelled, morphologically valid and still wrong: check officialese for bureaucratic Estonian in reports and academic prose, check term consistency for a document that names one thing three ways, and synonyms read as a word-fit check — its glosses carry domain constraints ( korpus is specifically \"kirjaliku või suulise teksti elektrooniline kogu\", so a set of images is not one, however natural it sounds in ML jargon).","default_branch":null,"files":null,"tree":[],"storefront":"/r/silly-geese","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/silly-geese/estonian-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}