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Vastra (Garment)

A fully local Indian traditional clothing reference — garments, draping, fabrics and more

Unify Dynamics LLC

Tools9read-only
Sign-inNoneno account, no key
Data keptNoneprocessed in memory
PriceFreeoptional Pro limits
StatusLiveMCP + REST
Works withMCP · RESTany agent

Try asking

Real questions, and the tools your agent calls to answer them.

What is a sherwani?
Tools called
garment_info
Which garments are worn for weddings?
Tools called
garment_search
How is a saree draped in Maharashtra?
Tools called
saree_draping_styles
What is Banarasi silk and how do I care for it?
Tools called
fabric_guide
How should I wash a silk saree?
Tools called
garment_care_tips
What should I wear to an Indian wedding?
Tools called
occasion_guide
What's traditional dress in Kerala?
Tools called
regional_style_guide
Why is red common at Indian weddings?
Tools called
color_symbolism
What does 'zari' mean?
Tools called
garment_glossary
What's the difference between a dhoti and a mundu?
Tools called
garment_info
garment_search

About

Vastra (Garment) is a fully local Indian traditional-clothing reference. garment_info gives one garment's description, typical regional association, common occasions and typical fabrics (saree, lehenga choli, sherwani, kurta pajama, dhoti, salwar kameez, anarkali, ghagra, mundu, angavastram, dupatta, bandhgala and more); garment_search finds garments by keyword across name, description, region, occasion or fabric. saree_draping_styles covers at least eight documented drapes (Nivi/standard, Bengali, Gujarati/Seedha Pallu, Maharashtrian/Nauvari, Madisar, Coorgi, Assamese and more), optionally filtered by region. fabric_guide covers silk types (Banarasi, Kanjeevaram, Chanderi, Tussar, Mysore silk), cotton weaves (Khadi, Chikankari) and other traditional fabrics with characteristics and basic care; garment_care_tips gives washing, storage and ironing guidance per fabric, falling back from a specific named fabric to a general category. occasion_guide gives general dress conventions by gender for weddings, festivals, office/daily wear and religious ceremonies. regional_style_guide covers clothing traditions of eight major Indian states (Punjab, Gujarat, Bengal, Tamil Nadu, Kerala, Rajasthan, Maharashtra, Kashmir). color_symbolism lists traditionally associated meanings of colours in Indian clothing (e.g. red commonly for weddings, white commonly for mourning in many communities). garment_glossary defines around a dozen terms (pallu, zari, booti, aanchal, bandhani, ikat and more). Everything is presented as general cultural/practical convention, not a fixed rule — usage varies by region, religion, community and personal choice. Keyless; fully local; zero upstream calls; descriptive reference, not fashion-critical commentary.

Sources: Hand-authored from widely-published, publicly documented conventions on Indian traditional clothing, draping styles and textiles; fully local, zero upstream calls

Privacy

The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.

Data not collectedNo account, no profile, no stored prompts or results.

What it can do

9 tools, grouped by job. Every one is read-only or compute-only.

OpenAPI
Garments2 tools
  • Garment infoOne traditional Indian garment's description, typical regional association, common occasions and typical fabrics.
  • Garment searchSearch traditional Indian garments by keyword, matched against name, description, region, occasion and fabric.
Draping & fabrics3 tools
  • Saree draping stylesDocumented saree draping styles (Nivi/standard, Bengali, Gujarati/Seedha Pallu, Maharashtrian/Nauvari, Madisar, Coorgi, Assamese, and more) with a…
  • Fabric guideA traditional fabric's origin, characteristics and basic care — silk types (Banarasi, Kanjeevaram, Chanderi, Tussar, Mysore silk), cotton weaves…
  • Garment care tipsWashing, storage and ironing tips for a fabric — checks specific named fabrics (Banarasi, Kanjeevaram, Chanderi, ...) first, then falls back to…
Context3 tools
  • Occasion guideGeneral dress conventions by gender for a type of occasion — weddings, festivals, office/daily wear, or religious ceremonies — described as…
  • Regional style guideClothing traditions associated with a major Indian region or state — characteristic garments, fabrics and a short note.
  • Color symbolismTraditionally associated meanings of colours in Indian clothing contexts (e.g. red commonly for weddings, white commonly for mourning in many…
Reference1 tools
  • Garment glossaryDefinitions of common Indian clothing terms (pallu, zari, booti, aanchal, bandhani, ikat, choli, kasavu, gota patti, odhni, jamawar, mukaish,…

Information

PublisherUnify Dynamics LLC
CategoryEveryday life · India
LanguagesEnglish
Built forIndia
CompatibilityAny MCP client · any agent · REST
Version0.1.0
MCP endpointhttps://vastra.connectorbay.com/mcp
REST APIopenapi.json
SupportGet help · Status
CountryWorldwide

Connect it to your agent

Three ways in, the same 9 tools.

MCP (Claude, Cursor, Windsurf, VS Code, any MCP client)https://vastra.connectorbay.com/mcp
RESTPOST https://vastra.connectorbay.com/v1/tools/<tool>
OpenAI function callinghttps://connectorbay.com/openai/vastra.json
OpenAI-compatible chathttps://connectorbay.com/v1/chat/completions · how it works
  • Add the MCP URL in your client's connector, MCP or integration settings (streamable HTTP, no OAuth).
  • Key: none needed.
  • Ask a question; the agent picks the right tool and answers from the live data.

Vastra (Garment) connector: questions and answers

What is the Vastra (Garment) connector?

Vastra (Garment) is a fully local Indian traditional-clothing reference. It is a hosted MCP server with 9 tools such as Garment info, Garment search, Saree draping styles, Fabric guide, Occasion guide, Regional style guide, published by Unify Dynamics LLC. It is independent and not affiliated with Vastra (Garment).

How do I connect Vastra (Garment) to Claude, ChatGPT or Cursor?

Add the MCP endpoint https://vastra.connectorbay.com/mcp to your client's MCP, connector or integration settings (streamable HTTP, no OAuth). For REST, POST JSON to https://vastra.connectorbay.com/v1/tools/<tool>; the OpenAPI description is at /openapi.json. For OpenAI function calling, load https://connectorbay.com/openai/vastra.json.

Do I need an account or API key for Vastra (Garment)?

No. The connector needs no sign-in and no key. An optional Pro key only raises rate limits.

Is Vastra (Garment) read-only?

Yes. Every tool reads or computes. Nothing is created, changed, sent, paid or deleted in your account.

Is the Vastra (Garment) connector free?

Yes. It is free to use within the published rate limits; an optional Pro key raises them. There is no account to create.

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Documentation

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Vastra (Garment) — connector documentation

  • MCP endpoint: https://vastra.connectorbay.com/mcp
  • REST API: POST https://vastra.connectorbay.com/v1/tools/{tool_name}, described by the OpenAPI 3.1 spec at https://vastra.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://vastra.connectorbay.com/health · Tool schemas: https://vastra.connectorbay.com/tools.json
  • Publisher: Unify Dynamics LLC · connectorbay.com/vastra · agent@connectorbay.com

Vastra (Garment)

What Vastra (Garment) is for

The question that comes up whenever Indian traditional clothing enters a conversation — what is a sherwani, how is a saree draped in Bengal, how do you care for a Banarasi silk saree, what's typically worn to an Indian wedding, what does "zari" mean — answered from one hand-curated, fully local reference, without a scroll through a dozen fashion-blog listicles.

What it does

Profiles of 20+ major garments — saree, lehenga choli, sherwani, kurta pajama, dhoti, salwar kameez, anarkali, ghagra, mundu, angavastram, dupatta, bandhgala and more — with a description, typical regional association, common occasions and typical fabrics (garment_info, garment_search); at least eight documented saree draping styles (Nivi/standard, Bengali, Gujarati/Seedha Pallu, Maharashtrian/Nauvari, Madisar, Coorgi, Assamese and more) with a brief how-it's-worn description and region (saree_draping_styles); a fabric guide covering silk types (Banarasi, Kanjeevaram, Chanderi, Tussar, Mysore silk), cotton weaves (Khadi, Chikankari) and other traditional fabrics, with characteristics and basic care (fabric_guide); general dress conventions by gender for weddings, festivals, office/daily wear and religious ceremonies (occasion_guide); clothing traditions of eight major Indian regions — Punjab, Gujarat, Bengal, Tamil Nadu, Kerala, Rajasthan, Maharashtra and Kashmir (regional_style_guide); traditionally associated meanings of colours in Indian clothing contexts (color_symbolism); washing, storage and ironing guidance per fabric (garment_care_tips); and a glossary of around a dozen terms — pallu, zari, booti, aanchal, bandhani, ikat and more (garment_glossary).

What it is not

Not a fashion-critical or shopping tool — Vastra (Garment) doesn't rate, rank or judge anyone's clothing choices, and it isn't a retail catalog. It is a descriptive, cultural/practical reference: garment, occasion and colour conventions vary enormously by region, religion, community, generation and personal choice, and every relevant tool response says so rather than presenting a single convention as a fixed rule. It is also fully local and hand-curated as of its stated build date — not a live fashion-trends feed, and not a substitute for advice from your own family or community on ceremony-specific dress.

Tools

Garments

garment_info — One traditional Indian garment's description, typical regional association, common occasions and typical fabrics. Use for "what is a lehenga choli", "tell me about the sherwani". Args: name.

garment_search — Search traditional Indian garments by keyword, matched against name, description, region, occasion and fabric. Use for "which garments are worn in Kerala", "what's worn for weddings". Args: query.

Draping & fabrics

saree_draping_styles — Documented saree draping styles (Nivi/standard, Bengali, Gujarati/Seedha Pallu, Maharashtrian/Nauvari, Madisar, Coorgi, Assamese, and more) with a brief how-it's-worn description and region. Use for "how is a saree draped in Maharashtra", "what's the Nivi drape". Args: region.

fabric_guide — A traditional fabric's origin, characteristics and basic care — silk types (Banarasi, Kanjeevaram, Chanderi, Tussar, Mysore silk), cotton weaves (Khadi, Chikankari) and others. Use for "what is Banarasi silk", "how do I care for a Kanjeevaram saree". Args: name.

garment_care_tips — Washing, storage and ironing tips for a fabric — checks specific named fabrics (Banarasi, Kanjeevaram, Chanderi, ...) first, then falls back to general categories (silk, cotton, chiffon, velvet, wool, ...). Use for "how do I wash a silk saree", "how should I store a velvet lehenga". Args: fabric.

Context

occasion_guide — General dress conventions by gender for a type of occasion — weddings, festivals, office/daily wear, or religious ceremonies — described as widely-observed convention, not a rule. Use for "what should I wear to an Indian wedding", "what's typical office wear". Args: occasion.

regional_style_guide — Clothing traditions associated with a major Indian region or state — characteristic garments, fabrics and a short note. Use for "what's traditional dress in Punjab", "clothing traditions of Kashmir". Args: region.

color_symbolism — Traditionally associated meanings of colours in Indian clothing contexts (e.g. red commonly for weddings, white commonly for mourning in many communities), each noted as general cultural convention that varies by region, community and religion — not an absolute rule. Use for "what does red mean in Indian weddings", "why do some people wear white for mourning".

Reference

garment_glossary — Definitions of common Indian clothing terms (pallu, zari, booti, aanchal, bandhani, ikat, choli, kasavu, gota patti, odhni, jamawar, mukaish, kalamkari). Use for "what does zari mean", "what's a booti". Args: term.

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/vastra/support

Privacy policy

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Vastra (Garment) — Privacy Policy

Effective 24 September 2026. Unify Dynamics LLC ("we", "us"), Menlo Park, California.

What Vastra (Garment) is. Vastra (Garment) is a connector (an MCP server and REST API) that AI assistants and personal agents call on your behalf for a hand-curated Indian traditional-clothing reference: garment profiles, saree draping styles, fabric guides, occasion dress conventions, regional style traditions, colour symbolism, care tips, and a glossary. 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 garment name, a search keyword, a region, a fabric name, an occasion, or a glossary term — 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 bundled, hand-curated reference files 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. Vastra (Garment) is a general-audience service operated by the adult using the assistant.

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

Terms of service

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Vastra (Garment) — Terms of Service

Effective 24 September 2026. These terms govern use of the Vastra (Garment) connector ("the Service") operated by Unify Dynamics LLC ("we", "us").

  1. The Service. Vastra (Garment) returns a hand-curated Indian traditional-clothing reference — garment profiles, saree draping styles, fabric guides, occasion dress conventions, regional style traditions, colour symbolism, care tips, and a glossary — from data hand-authored as general cultural/practical reference. It is accessed through an AI assistant or directly over MCP or HTTP.
  2. Descriptive, not prescriptive, and not official. Vastra (Garment) is an independent cultural/practical reference, not affiliated with or endorsed by any designer, retailer, community body or religious authority. Garment, occasion and colour conventions described by the Service vary widely by region, religion, community, generation and personal choice; nothing in the Service should be relied on as a fixed rule, a fashion critique, or ceremony-specific guidance in place of advice from your own family or community.
  3. Facts change and vary. Traditions, terminology and conventions reflect general, widely-documented practice as of the build date stated in the Service's own data, and usage varies across India's many regions and communities; always defer to your own family, community or religious guidance for anything specific to your own occasion.
  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 bundled reference files, 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. 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/vastra

Vastra (Garment) support

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

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. Vastra (Garment) never asks for them.

Get Vastra (Garment)

Free · No sign-in · Read-only

Streamable HTTP, stateless, no authentication. Paste the endpoint into any MCP-capable agent.

https://vastra.connectorbay.com/mcp
{
  "mcpServers": {
    "vastra": {
      "type": "http",
      "url": "https://vastra.connectorbay.com/mcp"
    }
  }
}