Grounds LLMs in the real Livonian dictionary: attested words, inflections, romanization.
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
livonian_deromanizeget_inflectionslivonian_get_inflectionslivonian_romanizelivonian_searchromanize_livoniansearch_livonianget_inflections13 fields changedInput schema / properties / entry_idAdded value: +{
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "string"
+ }
+ ],
+ "description": "The word id from a search result's inflection handle. Accepts a number or a digit-string (e.g. 17746 or \"17746\").",
+ "title": "Entry Id"
+}Input schema / properties / vards_idRemoved value: -{
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "string"
- }
- ],
- "description": "The word id from a search result's inflection handle. Accepts a number or a digit-string (e.g. 17746 or \"17746\").",
- "title": "Vards Id"
-}Input schema / requiredPrevious value: -[
- "vards_id",
- "word_class"
-]New value: +[
+ "entry_id",
+ "word_class"
+]Output schema / $defs / NominalParadigm / properties / entry_idAdded value: +{
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / NominalParadigm / properties / vards_idRemoved value: -{
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / NominalParadigm / requiredPrevious value: -[
- "vards_id",
- "word_class",
- "cases"
-]New value: +[
+ "entry_id",
+ "word_class",
+ "cases"
+]Output schema / $defs / ParadigmNotFound / descriptionPrevious value: -"No paradigm for this vards_id/word_class (the morphology DB has none, or the\nhandle was wrong). ``found`` is False and there is no table body."New value: +"No paradigm for this entry_id/word_class (the morphology DB has none, or the\nhandle was wrong). ``found`` is False and there is no table body."Output schema / $defs / ParadigmNotFound / properties / entry_idAdded value: +{
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / ParadigmNotFound / properties / vards_idRemoved value: -{
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / ParadigmNotFound / requiredPrevious value: -[
- "vards_id",
- "word_class"
-]New value: +[
+ "entry_id",
+ "word_class"
+]Output schema / $defs / VerbalParadigm / properties / entry_idAdded value: +{
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / VerbalParadigm / properties / vards_idRemoved value: -{
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / VerbalParadigm / requiredPrevious value: -[
- "vards_id",
- "word_class",
- "finite",
- "nonfinite"
-]New value: +[
+ "entry_id",
+ "word_class",
+ "finite",
+ "nonfinite"
+]search_livonian17 fields changedOutput schema / $defs / Entry / descriptionPrevious value: -"One dictionary entry (one upstream result card): the headword with its\npronunciation, part of speech, paradigm anchors, and senses.\n\n``vards_id`` + ``word_class`` are the same anchors carried by an\n:class:`InflectionHandle` — feed them to ``get_inflections`` for the full paradigm.\nEvery field except ``headword``/``gloss`` defaults, so a card missing a\npronunciation, type code, or senses still validates."New value: +"One dictionary entry (one upstream result card): the headword with its\npronunciation, part of speech, paradigm anchors, and senses.\n\n``entry_id`` + ``word_class`` are the same anchors carried by an\n:class:`InflectionHandle` — feed them to ``get_inflections`` for the full paradigm.\nEvery field except ``headword``/``gloss`` defaults, so a card missing a\npronunciation, type code, or senses still validates."Output schema / $defs / Entry / properties / entry_idAdded value: +{
+ "default": "",
+ "description": "Numeric word id for the forms endpoint.",
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / Entry / properties / vards_idRemoved value: -{
- "default": "",
- "description": "Numeric word id for the forms endpoint.",
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / InflectionHandle / descriptionPrevious value: -"A reliable, structured anchor for fetching a full paradigm. Feed\n``vards_id`` + ``word_class`` to ``get_inflections`` — or ask ``search`` to\ninclude the table inline (``forms``)."New value: +"A reliable, structured anchor for fetching a full paradigm. Feed\n``entry_id`` + ``word_class`` to ``get_inflections`` — or ask ``search`` to\ninclude the table inline (``forms``)."Output schema / $defs / InflectionHandle / properties / entry_idAdded value: +{
+ "description": "Numeric word id used by the forms endpoint.",
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / InflectionHandle / properties / vards_idRemoved value: -{
- "description": "Numeric word id used by the forms endpoint.",
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / InflectionHandle / requiredPrevious value: -[
- "vards_id",
- "word_class"
-]New value: +[
+ "entry_id",
+ "word_class"
+]Output schema / $defs / NominalParadigm / properties / entry_idAdded value: +{
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / NominalParadigm / properties / vards_idRemoved value: -{
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / NominalParadigm / requiredPrevious value: -[
- "vards_id",
- "word_class",
- "cases"
-]New value: +[
+ "entry_id",
+ "word_class",
+ "cases"
+]Output schema / $defs / ParadigmNotFound / descriptionPrevious value: -"No paradigm for this vards_id/word_class (the morphology DB has none, or the\nhandle was wrong). ``found`` is False and there is no table body."New value: +"No paradigm for this entry_id/word_class (the morphology DB has none, or the\nhandle was wrong). ``found`` is False and there is no table body."Output schema / $defs / ParadigmNotFound / properties / entry_idAdded value: +{
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / ParadigmNotFound / properties / vards_idRemoved value: -{
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / ParadigmNotFound / requiredPrevious value: -[
- "vards_id",
- "word_class"
-]New value: +[
+ "entry_id",
+ "word_class"
+]Output schema / $defs / VerbalParadigm / properties / entry_idAdded value: +{
+ "title": "Entry Id",
+ "type": "string"
+}Output schema / $defs / VerbalParadigm / properties / vards_idRemoved value: -{
- "title": "Vards Id",
- "type": "string"
-}Output schema / $defs / VerbalParadigm / requiredPrevious value: -[
- "vards_id",
- "word_class",
- "finite",
- "nonfinite"
-]New value: +[
+ "entry_id",
+ "word_class",
+ "finite",
+ "nonfinite"
+]get_inflections1 field changedOutput schema / (root)Previous value: -nullNew value: +{
+ "$defs": {
+ "NominalParadigm": {
+ "description": "Declension of a noun/adjective/numeral/pronoun: case → {singular, plural}.\n\n``category`` discriminates this from the verbal and not-found shapes — switch on it\nbefore reading the body.",
+ "properties": {
+ "cases": {
+ "additionalProperties": {
+ "$ref": "#/$defs/NumberForms"
+ },
+ "description": "Case name (English, lower-case) → its singular/plural forms, in paradigm order, e.g. 'nominative', 'genitive', 'partitive'.",
+ "title": "Cases",
+ "type": "object"
+ },
+ "category": {
+ "const": "nominal",
+ "default": "nominal",
+ "title": "Category",
+ "type": "string"
+ },
+ "found": {
+ "const": true,
+ "default": true,
+ "title": "Found",
+ "type": "boolean"
+ },
+ "source": {
+ "default": "Ernštreits, Valts (ed. in chief), Viitso, Tiit-Rein, Kurpniece, Milda & Vāvere, Signis. 2024. Livonian morphology database. Riga: University of Latvia Livonian Institute. https://livonian.tech/ (CC BY-SA 4.0)",
+ "title": "Source",
+ "type": "string"
+ },
+ "vards_id": {
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "vards_id",
+ "word_class",
+ "cases"
+ ],
+ "title": "NominalParadigm",
+ "type": "object"
+ },
+ "NumberForms": {
+ "description": "A nominal cell: the two number forms of one case. Livonian forms are verbatim.",
+ "properties": {
+ "plural": {
+ "title": "Plural",
+ "type": "string"
+ },
+ "singular": {
+ "title": "Singular",
+ "type": "string"
+ }
+ },
+ "required": [
+ "singular",
+ "plural"
+ ],
+ "title": "NumberForms",
+ "type": "object"
+ },
+ "ParadigmNotFound": {
+ "description": "No paradigm for this vards_id/word_class (the morphology DB has none, or the\nhandle was wrong). ``found`` is False and there is no table body.",
+ "properties": {
+ "category": {
+ "const": "not_found",
+ "default": "not_found",
+ "title": "Category",
+ "type": "string"
+ },
+ "found": {
+ "const": false,
+ "default": false,
+ "title": "Found",
+ "type": "boolean"
+ },
+ "source": {
+ "default": "Ernštreits, Valts (ed. in chief), Viitso, Tiit-Rein, Kurpniece, Milda & Vāvere, Signis. 2024. Livonian morphology database. Riga: University of Latvia Livonian Institute. https://livonian.tech/ (CC BY-SA 4.0)",
+ "title": "Source",
+ "type": "string"
+ },
+ "vards_id": {
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "vards_id",
+ "word_class"
+ ],
+ "title": "ParadigmNotFound",
+ "type": "object"
+ },
+ "Polarity": {
+ "description": "A verbal cell: the two polarities of one person in one mood/tense. ``negative``\nis the ready-to-use form — the negation auxiliary (äb/äd/iz/algõ…) is already folded\nin (e.g. ``äb toup``), not orphaned in a separate column. Livonian forms are verbatim.",
+ "properties": {
+ "affirmative": {
+ "title": "Affirmative",
+ "type": "string"
+ },
+ "negative": {
+ "title": "Negative",
+ "type": "string"
+ }
+ },
+ "required": [
+ "affirmative",
+ "negative"
+ ],
+ "title": "Polarity",
+ "type": "object"
+ },
+ "VerbalParadigm": {
+ "description": "Conjugation of a verb, grouped the way the grammar is: finite moods/tenses by\nperson and polarity, plus the non-finite forms.\n\n``category`` discriminates this from the nominal and not-found shapes.",
+ "properties": {
+ "category": {
+ "const": "verbal",
+ "default": "verbal",
+ "title": "Category",
+ "type": "string"
+ },
+ "finite": {
+ "additionalProperties": {
+ "additionalProperties": {
+ "$ref": "#/$defs/Polarity"
+ },
+ "type": "object"
+ },
+ "description": "Mood/tense (English, lower-case: 'present', 'past', 'conditional', …) → pronoun (Livonian, verbatim: ma/sa/ta/mēg/tēg/ne) → {affirmative, negative}. The negative already includes its auxiliary.",
+ "title": "Finite",
+ "type": "object"
+ },
+ "found": {
+ "const": true,
+ "default": true,
+ "title": "Found",
+ "type": "boolean"
+ },
+ "nonfinite": {
+ "additionalProperties": {
+ "additionalProperties": {
+ "type": "string"
+ },
+ "type": "object"
+ },
+ "description": "Non-finite section (English, lower-case: 'principal parts', 'participles') → form label (English) → the Livonian form.",
+ "title": "Nonfinite",
+ "type": "object"
+ },
+ "source": {
+ "default": "Ernštreits, Valts (ed. in chief), Viitso, Tiit-Rein, Kurpniece, Milda & Vāvere, Signis. 2024. Livonian morphology database. Riga: University of Latvia Livonian Institute. https://livonian.tech/ (CC BY-SA 4.0)",
+ "title": "Source",
+ "type": "string"
+ },
+ "vards_id": {
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "vards_id",
+ "word_class",
+ "finite",
+ "nonfinite"
+ ],
+ "title": "VerbalParadigm",
+ "type": "object"
+ }
+ },
+ "properties": {
+ "result": {
+ "discriminator": {
+ "mapping": {
+ "nominal": "#/$defs/NominalParadigm",
+ "not_found": "#/$defs/ParadigmNotFound",
+ "verbal": "#/$defs/VerbalParadigm"
+ },
+ "propertyName": "category"
+ },
+ "oneOf": [
+ {
+ "$ref": "#/$defs/NominalParadigm"
+ },
+ {
+ "$ref": "#/$defs/VerbalParadigm"
+ },
+ {
+ "$ref": "#/$defs/ParadigmNotFound"
+ }
+ ],
+ "title": "Result"
+ }
+ },
+ "required": [
+ "result"
+ ],
+ "title": "get_inflectionsOutput",
+ "type": "object"
+}romanize_livonian1 field changedOutput schema / (root)Previous value: -nullNew value: +{
+ "description": "The MCP-facing romanization payload: the ASCII output only. ``original`` is\ndeliberately absent — like the Markdown render (see\n:func:`~livonian.languages.livonian.render.romanization_to_markdown`), the MCP\nresult reaches an LLM's context, so the raw caller text must not be echoed\nthrough it. The JSON API's :class:`Romanization` keeps the echo for\nprogrammatic callers.",
+ "properties": {
+ "text": {
+ "description": "The romanized ASCII output.",
+ "title": "Text",
+ "type": "string"
+ }
+ },
+ "required": [
+ "text"
+ ],
+ "title": "RomanizedText",
+ "type": "object"
+}search_livonian1 field changedOutput schema / (root)Previous value: -nullNew value: +{
+ "$defs": {
+ "Entry": {
+ "description": "One dictionary entry (one upstream result card): the headword with its\npronunciation, part of speech, paradigm anchors, and senses.\n\n``vards_id`` + ``word_class`` are the same anchors carried by an\n:class:`InflectionHandle` — feed them to ``get_inflections`` for the full paradigm.\nEvery field except ``headword``/``gloss`` defaults, so a card missing a\npronunciation, type code, or senses still validates.",
+ "properties": {
+ "headword": {
+ "title": "Headword",
+ "type": "string"
+ },
+ "part_of_speech": {
+ "default": "",
+ "description": "e.g. 'noun', 'verb', 'adjective'.",
+ "title": "Part Of Speech",
+ "type": "string"
+ },
+ "pronunciation": {
+ "default": "",
+ "description": "Phonetic form in braces, e.g. {äm}.",
+ "title": "Pronunciation",
+ "type": "string"
+ },
+ "senses": {
+ "items": {
+ "$ref": "#/$defs/Sense"
+ },
+ "title": "Senses",
+ "type": "array"
+ },
+ "type_code": {
+ "default": "",
+ "description": "Paradigm type code, e.g. '99', '53a'.",
+ "title": "Type Code",
+ "type": "string"
+ },
+ "vards_id": {
+ "default": "",
+ "description": "Numeric word id for the forms endpoint.",
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "default": "",
+ "description": "Word-class code, e.g. 's', 'vt', 'adj'.",
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "headword"
+ ],
+ "title": "Entry",
+ "type": "object"
+ },
+ "Example": {
+ "description": "One usage example for a sense: the Livonian sentence and its English translation.\n``english`` is empty when the upstream entry gives the Livonian without a gloss.",
+ "properties": {
+ "english": {
+ "default": "",
+ "title": "English",
+ "type": "string"
+ },
+ "livonian": {
+ "title": "Livonian",
+ "type": "string"
+ }
+ },
+ "required": [
+ "livonian"
+ ],
+ "title": "Example",
+ "type": "object"
+ },
+ "InflectionHandle": {
+ "description": "A reliable, structured anchor for fetching a full paradigm. Feed\n``vards_id`` + ``word_class`` to ``get_inflections`` — or ask ``search`` to\ninclude the table inline (``forms``).",
+ "properties": {
+ "context": {
+ "default": "",
+ "description": "Nearby headword / entry text.",
+ "title": "Context",
+ "type": "string"
+ },
+ "forms": {
+ "anyOf": [
+ {
+ "discriminator": {
+ "mapping": {
+ "nominal": "#/$defs/NominalParadigm",
+ "not_found": "#/$defs/ParadigmNotFound",
+ "verbal": "#/$defs/VerbalParadigm"
+ },
+ "propertyName": "category"
+ },
+ "oneOf": [
+ {
+ "$ref": "#/$defs/NominalParadigm"
+ },
+ {
+ "$ref": "#/$defs/VerbalParadigm"
+ },
+ {
+ "$ref": "#/$defs/ParadigmNotFound"
+ }
+ ]
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "description": "The full inflection paradigm, populated when a search is asked to include forms. None when not requested or beyond the cap; category 'none' when the word has no paradigm.",
+ "title": "Forms"
+ },
+ "pos_hint": {
+ "default": "",
+ "description": "Part-of-speech hint near the link.",
+ "title": "Pos Hint",
+ "type": "string"
+ },
+ "vards_id": {
+ "description": "Numeric word id used by the forms endpoint.",
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "description": "Word-class code, e.g. 's', 'vi', 'vt', 'adj'.",
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "vards_id",
+ "word_class"
+ ],
+ "title": "InflectionHandle",
+ "type": "object"
+ },
+ "NominalParadigm": {
+ "description": "Declension of a noun/adjective/numeral/pronoun: case → {singular, plural}.\n\n``category`` discriminates this from the verbal and not-found shapes — switch on it\nbefore reading the body.",
+ "properties": {
+ "cases": {
+ "additionalProperties": {
+ "$ref": "#/$defs/NumberForms"
+ },
+ "description": "Case name (English, lower-case) → its singular/plural forms, in paradigm order, e.g. 'nominative', 'genitive', 'partitive'.",
+ "title": "Cases",
+ "type": "object"
+ },
+ "category": {
+ "const": "nominal",
+ "default": "nominal",
+ "title": "Category",
+ "type": "string"
+ },
+ "found": {
+ "const": true,
+ "default": true,
+ "title": "Found",
+ "type": "boolean"
+ },
+ "source": {
+ "default": "Ernštreits, Valts (ed. in chief), Viitso, Tiit-Rein, Kurpniece, Milda & Vāvere, Signis. 2024. Livonian morphology database. Riga: University of Latvia Livonian Institute. https://livonian.tech/ (CC BY-SA 4.0)",
+ "title": "Source",
+ "type": "string"
+ },
+ "vards_id": {
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "vards_id",
+ "word_class",
+ "cases"
+ ],
+ "title": "NominalParadigm",
+ "type": "object"
+ },
+ "NumberForms": {
+ "description": "A nominal cell: the two number forms of one case. Livonian forms are verbatim.",
+ "properties": {
+ "plural": {
+ "title": "Plural",
+ "type": "string"
+ },
+ "singular": {
+ "title": "Singular",
+ "type": "string"
+ }
+ },
+ "required": [
+ "singular",
+ "plural"
+ ],
+ "title": "NumberForms",
+ "type": "object"
+ },
+ "ParadigmNotFound": {
+ "description": "No paradigm for this vards_id/word_class (the morphology DB has none, or the\nhandle was wrong). ``found`` is False and there is no table body.",
+ "properties": {
+ "category": {
+ "const": "not_found",
+ "default": "not_found",
+ "title": "Category",
+ "type": "string"
+ },
+ "found": {
+ "const": false,
+ "default": false,
+ "title": "Found",
+ "type": "boolean"
+ },
+ "source": {
+ "default": "Ernštreits, Valts (ed. in chief), Viitso, Tiit-Rein, Kurpniece, Milda & Vāvere, Signis. 2024. Livonian morphology database. Riga: University of Latvia Livonian Institute. https://livonian.tech/ (CC BY-SA 4.0)",
+ "title": "Source",
+ "type": "string"
+ },
+ "vards_id": {
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "vards_id",
+ "word_class"
+ ],
+ "title": "ParadigmNotFound",
+ "type": "object"
+ },
+ "Polarity": {
+ "description": "A verbal cell: the two polarities of one person in one mood/tense. ``negative``\nis the ready-to-use form — the negation auxiliary (äb/äd/iz/algõ…) is already folded\nin (e.g. ``äb toup``), not orphaned in a separate column. Livonian forms are verbatim.",
+ "properties": {
+ "affirmative": {
+ "title": "Affirmative",
+ "type": "string"
+ },
+ "negative": {
+ "title": "Negative",
+ "type": "string"
+ }
+ },
+ "required": [
+ "affirmative",
+ "negative"
+ ],
+ "title": "Polarity",
+ "type": "object"
+ },
+ "SearchLanguage": {
+ "description": "Which language the query word is matched against. Headwords come back in\nLivonian and glosses in English either way; this only selects the language the\nquery term is in. Codes are the site's own.",
+ "enum": [
+ "liv",
+ "lat",
+ "est",
+ "eng"
+ ],
+ "title": "SearchLanguage",
+ "type": "string"
+ },
+ "Sense": {
+ "description": "One sense of a headword: its gloss and any usage examples. ``label`` is the\nupstream sense marker (``a)``, ``b)``) and is empty for a single, unlabelled sense.",
+ "properties": {
+ "examples": {
+ "items": {
+ "$ref": "#/$defs/Example"
+ },
+ "title": "Examples",
+ "type": "array"
+ },
+ "gloss": {
+ "title": "Gloss",
+ "type": "string"
+ },
+ "label": {
+ "default": "",
+ "title": "Label",
+ "type": "string"
+ }
+ },
+ "required": [
+ "gloss"
+ ],
+ "title": "Sense",
+ "type": "object"
+ },
+ "VerbalParadigm": {
+ "description": "Conjugation of a verb, grouped the way the grammar is: finite moods/tenses by\nperson and polarity, plus the non-finite forms.\n\n``category`` discriminates this from the nominal and not-found shapes.",
+ "properties": {
+ "category": {
+ "const": "verbal",
+ "default": "verbal",
+ "title": "Category",
+ "type": "string"
+ },
+ "finite": {
+ "additionalProperties": {
+ "additionalProperties": {
+ "$ref": "#/$defs/Polarity"
+ },
+ "type": "object"
+ },
+ "description": "Mood/tense (English, lower-case: 'present', 'past', 'conditional', …) → pronoun (Livonian, verbatim: ma/sa/ta/mēg/tēg/ne) → {affirmative, negative}. The negative already includes its auxiliary.",
+ "title": "Finite",
+ "type": "object"
+ },
+ "found": {
+ "const": true,
+ "default": true,
+ "title": "Found",
+ "type": "boolean"
+ },
+ "nonfinite": {
+ "additionalProperties": {
+ "additionalProperties": {
+ "type": "string"
+ },
+ "type": "object"
+ },
+ "description": "Non-finite section (English, lower-case: 'principal parts', 'participles') → form label (English) → the Livonian form.",
+ "title": "Nonfinite",
+ "type": "object"
+ },
+ "source": {
+ "default": "Ernštreits, Valts (ed. in chief), Viitso, Tiit-Rein, Kurpniece, Milda & Vāvere, Signis. 2024. Livonian morphology database. Riga: University of Latvia Livonian Institute. https://livonian.tech/ (CC BY-SA 4.0)",
+ "title": "Source",
+ "type": "string"
+ },
+ "vards_id": {
+ "title": "Vards Id",
+ "type": "string"
+ },
+ "word_class": {
+ "title": "Word Class",
+ "type": "string"
+ }
+ },
+ "required": [
+ "vards_id",
+ "word_class",
+ "finite",
+ "nonfinite"
+ ],
+ "title": "VerbalParadigm",
+ "type": "object"
+ }
+ },
+ "description": "The result of a dictionary search.",
+ "properties": {
+ "entries": {
+ "description": "Structured dictionary entries: headword, pronunciation, part of speech, paradigm anchors, and senses with example sentences.",
+ "items": {
+ "$ref": "#/$defs/Entry"
+ },
+ "title": "Entries",
+ "type": "array"
+ },
+ "forms_truncated": {
+ "default": 0,
+ "description": "How many handles did NOT get an inline table because the per-search cap was reached. Refine the query or call get_inflections.",
+ "title": "Forms Truncated",
+ "type": "integer"
+ },
+ "found": {
+ "description": "False when nothing matched.",
+ "title": "Found",
+ "type": "boolean"
+ },
+ "handles": {
+ "items": {
+ "$ref": "#/$defs/InflectionHandle"
+ },
+ "title": "Handles",
+ "type": "array"
+ },
+ "language": {
+ "$ref": "#/$defs/SearchLanguage"
+ },
+ "query": {
+ "title": "Query",
+ "type": "string"
+ },
+ "resolved_from": {
+ "default": "",
+ "description": "The original inflected query when search_method='lemma_index'; empty on a direct match.",
+ "title": "Resolved From",
+ "type": "string"
+ },
+ "resolved_lemma": {
+ "default": "",
+ "description": "The dictionary lemma actually searched when search_method='lemma_index'; empty on a direct match.",
+ "title": "Resolved Lemma",
+ "type": "string"
+ },
+ "search_method": {
+ "default": "direct",
+ "description": "How the match was found: 'direct' = the query itself matched; 'lemma_index' = the query was an inflected Livonian form, resolved to its dictionary lemma via the cached paradigm index and re-searched.",
+ "enum": [
+ "direct",
+ "lemma_index"
+ ],
+ "title": "Search Method",
+ "type": "string"
+ },
+ "source": {
+ "default": "Ernštreits, Valts (ed. in chief), Viitso, Tiit-Rein, Vāvere, Signis, Damberg, Pētõr, Kurpniece, Milda, Balodis, Uldis, Tuisk, Tuuli, Kūla, Gita, Tomingas, Marili, Soosaar Sven-Erik, Sedláčková, Anna & Jurgenovskis, Toms. 2024. Livonian lexicographic database. Riga: University of Latvia Livonian Institute. https://livonian.tech/ (CC BY-SA 4.0)",
+ "title": "Source",
+ "type": "string"
+ }
+ },
+ "required": [
+ "query",
+ "language",
+ "found"
+ ],
+ "title": "SearchResult",
+ "type": "object"
+}search_livonian2 fields changedInput schema / properties / max_forms / descriptionPrevious value: -"Optional override for how many inflection tables to expand this call (0–12). Raise it to pull more tables in ONE call on a broad query, or set a small value to keep a broad query cheap. Omit to use the server's default cap."New value: +"Optional override for how many inflection tables to expand this call (0–12). Raise it to pull more tables in ONE call on a broad query, or set a small value to keep a broad query cheap. On an uncached query each table is fetched sequentially with polite pacing toward the upstream, so a high value on a cold broad query is slow — the bound limits upstream fan-out, not just response size. Omit to use the server's default cap."Input schema / properties / query / descriptionPrevious value: -"A SINGLE content word, not a phrase. Exactly one word per call — even with several candidates or synonyms in mind, search them one at a time ('see', then 'look'), never combined into one query like 'see look'. Drop function words and infinitive markers — search 'to water' as 'water', 'the sea' as 'sea'. The dictionary matches one attested headword, so a multi-word query often returns nothing even when the word exists; search the main word first, then refine. May be Livonian, Latvian, Estonian, or English (e.g. 'jarā', 'away', 'sea'). Matching is bidirectional."New value: +"A SINGLE content word, not a phrase. Exactly one word per call — even with several candidates or synonyms in mind, search them one at a time ('see', then 'look'), never combined into one query like 'see look'. Drop function words and infinitive markers — search 'to water' as 'water', 'the sea' as 'sea'. The dictionary matches one attested headword, so a multi-word query often returns nothing even when the word exists; search the main word first, then refine. May be Livonian, Latvian, Estonian, or English (e.g. 'jarā', 'away', 'sea'). Matching is bidirectional. An inflected Livonian form (search_language='liv') is resolved to its dictionary lemma automatically when the form is known — the result says so when that happened."get_inflections2 fields changedInput schema / properties / word_class / descriptionPrevious value: -"The word-class code from a search result's inflection handle (e.g. 's' = noun, 'vi' = intransitive verb, 'vt' = transitive verb)."New value: +"The word-class code from a search result's inflection handle (e.g. 's' = noun, 'adj' = adjective, 'vi' = intransitive verb, 'vt' = transitive verb)."Output schema / (root)Previous value: -{
- "properties": {
- "result": {
- "title": "Result",
- "type": "string"
- }
- },
- "required": [
- "result"
- ],
- "title": "get_inflectionsOutput",
- "type": "object"
-}New value: +nullromanize_livonian1 field changedOutput schema / (root)Previous value: -{
- "properties": {
- "result": {
- "title": "Result",
- "type": "string"
- }
- },
- "required": [
- "result"
- ],
- "title": "romanize_livonianOutput",
- "type": "object"
-}New value: +nullsearch_livonian5 fields changedInput schema / properties / include_forms / descriptionPrevious value: -"When true (default), each match's full inflection table is returned INLINE — so you get usable cases/tenses in ONE call, no follow-up get_inflections needed. Bounded by a per-search cap; set false to get just the handles (faster for very broad queries)."New value: +"When true (default), each match's full inflection table is returned INLINE — usable cases/tenses in ONE call, no follow-up get_inflections. Set false to get just the headword handles + glosses: a cheap way to SCREEN several candidate words or synonyms (which exist? which sense?) before spending forms on the one you pick. Bounded by a per-search cap — use max_forms to raise or lower it for this call."Input schema / properties / max_forms / anyOfPrevious value: -[
- {
- "maximum": 50,
- "minimum": 0,
- "type": "integer"
- },
- {
- "type": "null"
- }
-]New value: +[
+ {
+ "maximum": 12,
+ "minimum": 0,
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+]Input schema / properties / max_forms / descriptionPrevious value: -"Optional cap on how many inflection tables to expand this call. Use a small value for broad queries (e.g. 'sea' matches many words); omit to use the server default."New value: +"Optional override for how many inflection tables to expand this call (0–12). Raise it to pull more tables in ONE call on a broad query, or set a small value to keep a broad query cheap. Omit to use the server's default cap."Input schema / properties / query / descriptionPrevious value: -"The word or phrase to look up. May be Livonian, Latvian, Estonian, or English (e.g. 'jarā', 'away', 'sea'). Matching is bidirectional."New value: +"A SINGLE content word, not a phrase. Exactly one word per call — even with several candidates or synonyms in mind, search them one at a time ('see', then 'look'), never combined into one query like 'see look'. Drop function words and infinitive markers — search 'to water' as 'water', 'the sea' as 'sea'. The dictionary matches one attested headword, so a multi-word query often returns nothing even when the word exists; search the main word first, then refine. May be Livonian, Latvian, Estonian, or English (e.g. 'jarā', 'away', 'sea'). Matching is bidirectional."Output schema / (root)Previous value: -{
- "properties": {
- "result": {
- "title": "Result",
- "type": "string"
- }
- },
- "required": [
- "result"
- ],
- "title": "search_livonianOutput",
- "type": "object"
-}New value: +nullget_inflections5 fields changedInput schema / $defsRemoved value: -{
- "InflectionInput": {
- "additionalProperties": false,
- "properties": {
- "vards_id": {
- "description": "The word id from a search result's inflection handle. Accepts a number or a digit-string (e.g. 17746 or \"17746\").",
- "pattern": "^\\d+$",
- "title": "Vards Id",
- "type": "string"
- },
- "word_class": {
- "description": "The word-class code from a search result's inflection handle (e.g. 's' = noun, 'vi' = intransitive verb, 'vt' = transitive verb).",
- "maxLength": 8,
- "minLength": 1,
- "pattern": "^[a-z]+$",
- "title": "Word Class",
- "type": "string"
- }
- },
- "required": [
- "vards_id",
- "word_class"
- ],
- "title": "InflectionInput",
- "type": "object"
- }
-}Input schema / properties / paramsRemoved value: -{
- "$ref": "#/$defs/InflectionInput"
-}Input schema / properties / vards_idAdded value: +{
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "string"
+ }
+ ],
+ "description": "The word id from a search result's inflection handle. Accepts a number or a digit-string (e.g. 17746 or \"17746\").",
+ "title": "Vards Id"
+}Input schema / properties / word_classAdded value: +{
+ "description": "The word-class code from a search result's inflection handle (e.g. 's' = noun, 'vi' = intransitive verb, 'vt' = transitive verb).",
+ "maxLength": 8,
+ "minLength": 1,
+ "pattern": "^[a-z]+$",
+ "title": "Word Class",
+ "type": "string"
+}Input schema / requiredPrevious value: -[
- "params"
-]New value: +[
+ "vards_id",
+ "word_class"
+]romanize_livonian4 fields changedInput schema / $defsRemoved value: -{
- "RomanizeInput": {
- "additionalProperties": false,
- "properties": {
- "text": {
- "description": "Livonian text to reduce to clean, pronounceable ASCII. Strips macrons, diacritics and capitals (ā→aa, š→sh, õ→u), softens a palatalized consonant (ņ ļ ŗ ţ ḑ) only before a vowel (ņ+a→nya, else ikšiggiņ→ikshiggin), and hyphenates the broken tone (si'zzõl→siz-zul) and long-vowel diphthong glides (kīen→kee-en). Pass a word, phrase, or several lines.",
- "maxLength": 4000,
- "minLength": 1,
- "title": "Text",
- "type": "string"
- }
- },
- "required": [
- "text"
- ],
- "title": "RomanizeInput",
- "type": "object"
- }
-}Input schema / properties / paramsRemoved value: -{
- "$ref": "#/$defs/RomanizeInput"
-}Input schema / properties / textAdded value: +{
+ "description": "Livonian text to reduce to clean, pronounceable ASCII. Strips macrons, diacritics and capitals (ā→aa, š→sh, õ→u), softens a palatalized consonant (ņ ļ ŗ ţ ḑ) only before a vowel (ņ+a→nya, else ikšiggiņ→ikshiggin), and hyphenates the broken tone (si'zzõl→siz-zul) and long-vowel diphthong glides (kīen→kee-en). Pass a word, phrase, or several lines.",
+ "maxLength": 4000,
+ "minLength": 1,
+ "title": "Text",
+ "type": "string"
+}Input schema / requiredPrevious value: -[
- "params"
-]New value: +[
+ "text"
+]search_livonian7 fields changedInput schema / $defs / SearchInputRemoved value: -{
- "additionalProperties": false,
- "properties": {
- "include_forms": {
- "default": true,
- "description": "When true (default), each match's full inflection table is returned INLINE — so you get usable cases/tenses in ONE call, no follow-up get_inflections needed. Bounded by a per-search cap; set false to get just the handles (faster for very broad queries).",
- "title": "Include Forms",
- "type": "boolean"
- },
- "max_forms": {
- "anyOf": [
- {
- "maximum": 50,
- "minimum": 0,
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "description": "Optional cap on how many inflection tables to expand this call. Use a small value for broad queries (e.g. 'sea' matches many words); omit to use the server default.",
- "title": "Max Forms"
- },
- "query": {
- "description": "The word or phrase to look up. May be Livonian, Latvian, Estonian, or English (e.g. 'jarā', 'away', 'sea'). Matching is bidirectional.",
- "maxLength": 120,
- "minLength": 1,
- "title": "Query",
- "type": "string"
- },
- "search_language": {
- "$ref": "#/$defs/SearchLanguage",
- "default": "eng",
- "description": "Language your query word is in — selects which language the search matches against: 'eng' (default), 'liv', 'lat', or 'est'. For English→Livonian translation, keep 'eng'. Glosses are in English."
- }
- },
- "required": [
- "query"
- ],
- "title": "SearchInput",
- "type": "object"
-}Input schema / properties / include_formsAdded value: +{
+ "default": true,
+ "description": "When true (default), each match's full inflection table is returned INLINE — so you get usable cases/tenses in ONE call, no follow-up get_inflections needed. Bounded by a per-search cap; set false to get just the handles (faster for very broad queries).",
+ "title": "Include Forms",
+ "type": "boolean"
+}Input schema / properties / max_formsAdded value: +{
+ "anyOf": [
+ {
+ "maximum": 50,
+ "minimum": 0,
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "description": "Optional cap on how many inflection tables to expand this call. Use a small value for broad queries (e.g. 'sea' matches many words); omit to use the server default.",
+ "title": "Max Forms"
+}Input schema / properties / paramsRemoved value: -{
- "$ref": "#/$defs/SearchInput"
-}Input schema / properties / queryAdded value: +{
+ "description": "The word or phrase to look up. May be Livonian, Latvian, Estonian, or English (e.g. 'jarā', 'away', 'sea'). Matching is bidirectional.",
+ "maxLength": 120,
+ "minLength": 1,
+ "title": "Query",
+ "type": "string"
+}Input schema / properties / search_languageAdded value: +{
+ "$ref": "#/$defs/SearchLanguage",
+ "default": "eng",
+ "description": "Language your query word is in — selects which language the search matches against: 'eng' (default), 'liv', 'lat', or 'est'. For English→Livonian translation, keep 'eng'. Glosses are in English."
+}Input schema / requiredPrevious value: -[
- "params"
-]New value: +[
+ "query"
+]get_inflectionsromanize_livoniansearch_livonianClaiming proves that you control a remote MCP connector. It does not move, proxy, or interrupt the server.
Open the connector listing, choose Claim ownership, and sign in to Glama.
Complete one verification method:
GitHub identity — fastest for official registry listings. For a namespace such as io.github.alice/server, link the matching GitHub user, then choose Claim with GitHub. An organization namespace such as io.github.acme/server also needs that organization to have installed the Glama AI GitHub App and approved its permissions, because GitHub discloses organization membership only to apps it has installed. Use HTTP or DNS when it has not.
HTTP challenge — works when you can deploy a public file. Generate a token, publish the exact JSON Glama shows at /.well-known/glama.json on the same origin as the connector, then choose Check HTTP challenge.
DNS challenge — works when you control DNS but cannot change the server. Generate a token, create the exact TXT record Glama shows, wait for it to propagate, then choose Check DNS challenge.
After verification, Glama sends a confirmation email and gives you access to listing details, thumbnails, health checks, and analytics. Keep the HTTP file or DNS record in place: Glama periodically checks it and ownership remains verified while the token is discoverable.
The HTTP ownership file has this structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"claim": "glama_claim_..."
}Claim tokens are opaque, stable, and bound to the signed-in Glama account. They contain no email address or other personal information. If Glama can no longer discover a verified HTTP or DNS token, it starts a seven-day grace period before removing claim-based access. Restore the same token during that period to keep ownership verified. Never publish an email address, Glama session token, GitHub token, or connector credential as ownership proof.
If verification fails, confirm that you copied the current token exactly. The HTTP file must be public, return valid JSON with a successful HTTP response, and stay on the connector's origin. DNS changes may need more time to propagate. A claim cannot transfer to a different origin or hostname: if the connector target changes, Glama starts the grace period and the new target must be claimed separately after the previous claim is released.
For a connector linked to the official MCP Registry, registry updates continue to replace its name, description, and URL by default. After claiming, open Manage connector and enable Use Glama listing details as the source of truth if edits made on Glama should be preserved. Categories and thumbnails are always managed on Glama; registry linkage and technical connection settings continue to sync.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
To improve your MCP server's ranking:
Claim ownership of the server listing
Complete the server profile with an accurate description and thumbnail
Provide a test profile so Glama can connect to and evaluate the server
Keep tool definitions clear and complete to earn a high Tool Definition Quality Score (TDQS)
Route real usage through the Glama Gateway; more recorded successful server uses also improve the ranking
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
No comments yet. Be the first to start the discussion!
Grounds LLMs in real Latgalian: Wiktionary lemmas, inflections, romanization.
Grounds LLMs in real Latin: Wiktionary lemmas, Morpheus inflections, citations.
Grounds LLMs in real Old Norse: lemmas, mediopassive paradigms, English→Old Norse lookup.
Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms, transliteration.
Add one secure layer between your agents and this server.
Each tool has a clearly distinct purpose: romanize (Livonian to ASCII), deromanize (ASCII to Livonian), search (dictionary lookup), and get_inflections (full inflection tables). There is no overlap or ambiguity.
All tool names follow a consistent pattern: 'livonian_' prefix plus a descriptive verb in snake_case (deromanize, get_inflections, romanize, search). This makes the set predictable and easy for an agent to navigate.
With 4 tools, the server covers core Livonian language operations (search, romanization both directions, inflections) without being overly narrow or excessive. A few more tools (e.g., random word or example sentences) could be added, but the current count is reasonable.
The tool set provides the essential CRUD-like operations for a dictionary: search (read), romanization (transform), deromanization (reverse lookup), and inflections (details). There are no obvious dead ends, though tools for adding/modifying entries are missing but expected for a read-only resource.