Is estonian-mcp open source?

Yes, licensed under Apache-2.0.

estonian-mcp

Active·★ 20·Apache-2.0·Updated 2026-09-10

The estonian-mcp project is a Model Context Protocol server that exposes the EstNLTK Estonian NLP toolkit as real-time tools for LLM clients. It provides ground truth for Estonian linguistics, helping LLMs avoid guessing on spelling, morphology, and offering genuine synonyms and editorial checks.

estonian-mcp is currently grouped under API Integration, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward Comprehensive morphological analysis and lemma extraction. and Proofreading and correcting Estonian text for spelling, grammar, and orthography.. The listed license is Apache-2.0, which is useful when adoption constraints matter. It also shows measurable community traction with 20 GitHub stars.

#Estonian NLP#LLM Tools#Model Context Protocol (MCP)#Natural Language Processing#Linguistic Analysis#Text Correction#Language Model Integration#Semantic Analysis

Features

01Comprehensive morphological analysis and lemma extraction.

02Advanced spelling and grammar checks, including orthography rules.

03Semantic enrichment with WordNet synonyms and fastText-based related words.

04Specialized style and register classification for formal, colloquial, and officialese Estonian.

05Terminology consistency verification and legal plain language simplification.

Why choose it

+Comprehensive morphological analysis and lemma extraction.

+Proofreading and correcting Estonian text for spelling, grammar, and orthography.

+Ships with a public repository and a Apache-2.0 license, which makes adoption and review easier.

+The latest recorded update is 2026-09-10, which suggests the project is still actively maintained.

Trade-offs

!Compatibility coverage looks narrow, so it is worth validating your target runtime before committing to it.

!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.

Compatibility

Python

Runtime

Verified via docs

Model Context Protocol (MCP)

Protocol

Verified via docs

Quick start

$ git clone https://github.com/silly-geese/estonian-mcp.git

$ cd estonian-mcp

$ uv sync

$ uv run python scripts/fetch_resources.py

Use cases

↳Proofreading and correcting Estonian text for spelling, grammar, and orthography.

↳Extracting lemmas, parts-of-speech, and morphological information for linguistic analysis.

↳Improving writing style, register, and preventing repetition with context-aware synonym suggestions.

↳Simplifying legal texts and ensuring terminology consistency in official documents.

↳Identifying and classifying named entities in Estonian content.

How it compares

≈estonian-mcp sits in the API Integration category, so it makes more sense to evaluate it alongside tools like python-sdk instead of in isolation.

≈If your main need is closer to "Proofreading and correcting Estonian text for spelling, grammar, and orthography.", that use case is a better lens for comparison than broad feature checklists alone.

≈estonian-mcp uses a Apache-2.0 license, and community traction are both easier to judge in category context.

Alternatives

python-sdk★ 24.3k

The official Python SDK for Model Context Protocol servers and clients

Features

Why choose it

Trade-offs

Compatibility

Quick start

Use cases

How it compares

Alternatives

Related searches

Comments

Features

Why choose it

Trade-offs

Compatibility

Quick start

Use cases

How it compares

Alternatives

Related searches

Comments