Marathi Phrases

Marathi Phrases — connector documentation

• MCP endpoint: https://marathiphrases.connectorbay.com/mcp
• REST API: POST https://marathiphrases.connectorbay.com/v1/tools/{tool_name}, described by the OpenAPI 3.1 spec at https://marathiphrases.connectorbay.com/openapi.json
• Transport: Streamable HTTP, stateless, MCP specification 2025-06-18 or later
• Authentication: none required. An optional Authorization: Bearer <key> raises rate limits.
• Health: https://marathiphrases.connectorbay.com/health · Tool schemas: https://marathiphrases.connectorbay.com/tools.json
• Publisher: Unify Dynamics LLC · connectorbay.com/marathiphrases · agent@connectorbay.com

What Marathi Phrases is for

"How do you actually say thank you in Marathi?", "what's a good Marathi greeting in the evening?", "how do you say mother and father in Marathi?" — answered from one hand-curated, verified everyday phrasebook in real Devanagari script, not a guess or a Hindi phrase relabeled as Marathi.

What it does

62 everyday Marathi phrases and words — greetings, courtesy, family, food, directions, shopping, time, and emergencies — plus a small numbers 1-10 list, each with the real Devanagari-script text, a romanized transliteration, and an English meaning (phrase_search, phrases_by_category). greeting_for_context picks the right greeting for a stated time of day and formality level. phrase_of_the_day returns one phrase that stays the same for everyone all UTC day. family_terms lists every kinship word. pronunciation_guide gives a brief, purely descriptive note on Marathi vowels, aspirated consonants, and the retroflex ळ letter that marks genuinely Marathi vocabulary and is rare in everyday Hindi. number_word covers 1-10; deeper numeral coverage across Indian languages lives in a separate, dedicated pan-India numbers connector.

What it is not

Not a random Hindi phrasebook relabeled with Marathi vocabulary — every Devanagari entry was individually checked against published Marathi phrasebook and dictionary sources before inclusion. Not a full numeral reference — numbers stop at 10 here by design. Not tied to any one faith or region: Marathi is spoken by people across many communities of Maharashtra and beyond. Fully local, zero upstream calls, nothing stored.

Tools

Search & Browse

phrase_search — Keyword search across every phrase's English meaning, Devanagari text and transliteration. Use for "how do you say thank you in Marathi", "find a phrase with the word पोलीस". Args: query.

phrases_by_category — Every phrase in one of 8 categories: greetings, courtesy, family, food, directions, shopping, time, emergencies. Use categories_list to see valid category names. Use for "Marathi phrases for shopping". Args: category.

categories_list — Every phrase category covered, with how many phrases are in it. Use for "what categories of Marathi phrases do you have".

Discover

greeting_for_context — Suggests the right Marathi greeting for a given time of day and formality level. Use for "what's a good Marathi greeting in the evening", "how do I formally greet someone in Marathi". Args: time_of_day, formality.

phrase_of_the_day — One Marathi phrase, the same for everyone for the whole UTC day, rotating daily. Use for "Marathi phrase of the day".

family_terms — Every Marathi family/kinship word: mother, father, brother, sister, husband, wife, son, daughter, grandparents. Use for "how do you say mother in Marathi", "Marathi words for family members".

Learn

pronunciation_guide — A brief, purely descriptive guide to Marathi pronunciation: vowels, aspirated consonants, and the retroflex ळ letter that distinguishes Marathi from everyday Hindi. Use for "how is ळ pronounced", "what's an aspirated consonant in Marathi".

number_word — A number word 1-10 in Marathi, with Devanagari script and transliteration. For deeper numeral coverage across Indian languages, see a dedicated numbers connector. Use for "how do you say five in Marathi". Args: number.

Conventions

• Read-only. Every tool reads public data or computes; nothing is written anywhere and nothing about the user is stored.
• Result envelope. ok: true with data, or ok: false with a structured error (bad_input, not_found, upstream_error). degraded lists optional sources that were unreachable.
• Rate limits. Free tier 60 tool calls/minute and 300/day per user (keyed on the user identifier supplied by the host agent, else client IP); Pro keys raise this. Over-limit calls return HTTP 429 with Retry-After. initialize and tools/list are never counted.

Support

agent@connectorbay.com · connectorbay.com/marathiphrases/support

Marathi Phrases — Privacy Policy

Effective 25 September 2026. Unify Dynamics LLC ("we", "us"), Menlo Park, California.

What Marathi Phrases is. Marathi Phrases is a connector (an MCP server and REST API) that AI assistants and personal agents call on your behalf for a hand-curated Marathi everyday phrasebook: phrase search, category browsing, a context-aware greeting picker, family terms, a pronunciation guide, and numbers 1-10. You interact with your assistant; the assistant sends us only the arguments needed for that one lookup.

What we receive. The arguments of each tool call — a search keyword, a category name, a time of day and formality level, or a number — the technical headers needed to serve the request (an IP address or a client identifier supplied by the assistant, and a Pro API key if you have one), and standard server logs.

Everything is answered from a bundled, hand-curated reference file and nothing is stored. No request is forwarded to any third party — there is no upstream call at all, live or otherwise — and no query is logged in request bodies, recorded, or used to train anything.

What we do not receive or store. We do not receive your conversation with the assistant or your name, and we do not build a profile from your queries: each request is answered independently and nothing carries over between requests. Rate-limit counters (a client identifier and timestamps) are held in memory for at most 24 hours. Hosting-provider access logs, which contain IP addresses and request paths but not request bodies, are retained for up to 30 days for security and abuse prevention.

Sub-processors. None — the entire dataset is bundled with the server and answered locally. Hosting: Vercel (United States regions).

Legal bases and your rights. Our processing is necessary to provide the service you request through your assistant. Because we store no personal data beyond short-lived logs, requests to access, correct or delete personal data are usually satisfied automatically; you can still contact agent@connectorbay.com and we will respond within 30 days. We do not sell or share personal information and do not use your data to train models.

Children. Marathi Phrases is a general-audience service operated by the adult using the assistant.

Changes. We will post changes here with a new effective date.

Marathi Phrases — Terms of Service

Effective 25 September 2026. These terms govern use of the Marathi Phrases connector ("the Service") operated by Unify Dynamics LLC ("we", "us").

1. The Service. Marathi Phrases returns a hand-curated Marathi everyday phrasebook — real Devanagari script, romanized transliteration, English meaning, category browsing, a context-aware greeting picker, family terms, a pronunciation guide, and numbers 1-10 — from data curated and verified as of the build date stated in its own data. It is accessed through an AI assistant or directly over MCP or HTTP.
2. A reference, not a lesson or a claim of authority. Marathi Phrases is an independent reference tool, not affiliated with or endorsed by any government, institution, or organization, and not a substitute for a full language course or a conversation with an actual Marathi speaker.
3. Everyday, general-register content. Phrases and forms described reflect commonly-documented, general Marathi usage, not every regional or family-specific variant.
4. Acceptable use. Automated use within the published rate limits is welcome.
5. Availability. The Service is provided "as is" without warranty. We may change, limit or discontinue it at any time.
6. Data. Our Privacy Policy describes what we process. In short: your query is answered from a bundled reference file, and nothing is stored.
7. Pro keys. Optional Pro API keys are issued at our discretion, are personal to the holder and may be revoked for abuse.
8. Liability. To the fullest extent permitted by law, Unify Dynamics LLC is not liable for any loss arising from use of or reliance on the Service — including reliance on any phrase in an emergency. In a genuine emergency, contact local emergency services directly rather than relying on this reference. Our total liability is limited to US $100.
9. Governing law. California law; venue in San Mateo County, California.
10. Contact. Unify Dynamics LLC · agent@connectorbay.com · https://connectorbay.com/marathiphrases

Marathi Phrases support

Email agent@connectorbay.com. We answer within two business days.

• MCP endpoint: https://marathiphrases.connectorbay.com/mcp
• REST API: https://marathiphrases.connectorbay.com/openapi.json
• Live status: https://marathiphrases.connectorbay.com/health

When you report a problem, include the question you asked your agent, roughly when, and which agent you used (for example Claude, ChatGPT or Gemini). Never send us passwords, account numbers or ID numbers. Marathi Phrases never asks for them.