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Namaste America

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us.namasteamerica/namaste-americav0.1.0 Domain verified

Agent-first directory for Indians from India in the USA — restaurants, temples, events & more.

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ask_community_question

Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must be the authenticated member's email (not free text) — it attributes the question and guards against spam. Questions are moderated: clean ones publish immediately, others are held for review. Returns {'ok', 'id', 'slug', 'status'} or {'ok': False, 'error'}.

questionstring, required

member_emailstring, required

citystring

verticalstring

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

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Namaste America MCP server | mcptry

Namaste America

Working · 1.9 s

us.namasteamerica/namaste-americav0.1.0 Domain verified

Agent-first directory for Indians from India in the USA — restaurants, temples, events & more.

Local Services

Source Website Registry entry

Maintain this server? Claim it

Try it

Call this server's tools from your browser. Nothing to install.

https://namasteamerica.us/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

ask_community_question

questionstring, required

member_emailstring, required

citystring

verticalstring

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Tools (66)

ask_community_question

Argument	Type	Description
city	string
question*	string
vertical	string
member_email*	string

Input schema (JSON)

{
  "type": "object",
  "title": "ask_community_questionArguments",
  "required": [
    "question",
    "member_email"
  ],
  "properties": {
    "city": {
      "type": "string",
      "title": "City",
      "default": ""
    },
    "question": {
      "type": "string",
      "title": "Question"
    },
    "vertical": {
      "type": "string",
      "title": "Vertical",
      "default": ""
    },
    "member_email": {
      "type": "string",
      "title": "Member Email"
    }
  }
}

follow_city

Follow a city so the member is notified of new events there (e.g. "Plano, TX"). `member_email` must be the authenticated member's email. Returns {'ok'} or {'ok': False, 'error'}.

Argument	Type	Description
city*	string
member_email*	string

Input schema (JSON)

{
  "type": "object",
  "title": "follow_cityArguments",
  "required": [
    "member_email",
    "city"
  ],
  "properties": {
    "city": {
      "type": "string",
      "title": "City"
    },
    "member_email": {
      "type": "string",
      "title": "Member Email"
    }
  }
}

get_apparel_details

Full canonical record for one apparel/jewelry store, plus its version history.

Argument	Type	Description
apparel_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_apparel_detailsArguments",
  "required": [
    "apparel_id"
  ],
  "properties": {
    "apparel_id": {
      "type": "integer",
      "title": "Apparel Id"
    }
  }
}

get_community_answers

A community question + its published answers (Dost's AI answer first, then community answers by upvotes). `slug` comes from search_community_questions. Returns the question with an `answers` list, or {'error': 'not_found'}.

Argument	Type	Description
slug*	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_community_answersArguments",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "title": "Slug"
    }
  }
}

get_community_details

Full canonical record for one community organization, plus its version history.

Argument	Type	Description
community_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_community_detailsArguments",
  "required": [
    "community_id"
  ],
  "properties": {
    "community_id": {
      "type": "integer",
      "title": "Community Id"
    }
  }
}

get_education_details

Full canonical record for one education/tutoring listing, plus its version history.

Argument	Type	Description
education_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_education_detailsArguments",
  "required": [
    "education_id"
  ],
  "properties": {
    "education_id": {
      "type": "integer",
      "title": "Education Id"
    }
  }
}

get_event_details

Full canonical record for one event, plus its version history.

Argument	Type	Description
event_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_event_detailsArguments",
  "required": [
    "event_id"
  ],
  "properties": {
    "event_id": {
      "type": "integer",
      "title": "Event Id"
    }
  }
}

get_festival_dates

Upcoming Indian & South-Asian festival dates for planning in the USA. With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e.g. "Diwali", "when is holi"), returns the single soonest matching festival. Each item has name, date (ISO), days_until, emoji and a greeting. IMPORTANT: many Hindu/Sikh/Jain/Muslim festivals follow lunar calendars, so these dates are best-effort — always tell the user to confirm the exact date with their local temple, gurdwara, mosque or a panchang. Returns {'results': [...], 'note': ...}.

Argument	Type	Description
limit	integer
query	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_festival_datesArguments",
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 6
    },
    "query": {
      "type": "string",
      "title": "Query",
      "default": ""
    }
  }
}

get_finance_details

Full canonical record for one finance/tax listing, plus its version history.

Argument	Type	Description
finance_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_finance_detailsArguments",
  "required": [
    "finance_id"
  ],
  "properties": {
    "finance_id": {
      "type": "integer",
      "title": "Finance Id"
    }
  }
}

get_grocery_details

Full canonical record for one grocery store, plus its version history.

Argument	Type	Description
grocery_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_grocery_detailsArguments",
  "required": [
    "grocery_id"
  ],
  "properties": {
    "grocery_id": {
      "type": "integer",
      "title": "Grocery Id"
    }
  }
}

get_h1b_sponsor_details

Full details for one H-1B sponsor (the id from search_h1b_sponsors). Returns the sponsor record (employer, certified counts, wages, top titles/states/cities, ...) or {'error': 'not_found'}. Aggregated from U.S. Department of Labor LCA disclosure data.

Argument	Type	Description
sponsor_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_h1b_sponsor_detailsArguments",
  "required": [
    "sponsor_id"
  ],
  "properties": {
    "sponsor_id": {
      "type": "integer",
      "title": "Sponsor Id"
    }
  }
}

get_indian_apparel

Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "saree", "bridal", "gold", "jewelry", "tailoring") or `open_now`.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_apparelArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 15
    }
  }
}

get_indian_community

Find Indian community organizations & cultural associations (regional samaj/sangam, cultural centers, Indo-American associations). Provide a point (`lat`+`lng`) or `city`/`state`. Filter by `tag` (e.g. a region like "telugu", "gujarati", or "association"/"cultural_center").

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_communityArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 25
    }
  }
}

get_indian_education

Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "language_school", "heritage", "tutoring").

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_educationArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 25
    }
  }
}

get_indian_events

Find upcoming Indian-American community events (festivals, garba, concerts, puja). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `category` ("festival", "garba", "concert", "puja", …) or `tag` ("diwali", "holi", …). Returns UPCOMING events by default (soonest first); set `include_past=true` for history. Each event has `start_at`/`end_at`, venue, category and a description. Use `offset` to page (the response's `has_more` says whether another page exists).

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
category	any
include_past	boolean
radius_miles	number

get_indian_finance

Find Indian-American CPAs, tax preparers & financial advisors. Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "cpa", "tax", "financial_advisor").

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_financeArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 25
    }
  }
}

get_indian_groceries

Find Indian grocery stores (desi groceries / supermarkets). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional `region_tag` (e.g. "Gujarati"), `tag` (e.g. "spices", "halal"), `open_now`. Records include description, store type, tags, hours, region and `open_now`.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
region_tag	any
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_groceriesArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "region_tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Region Tag",
      "default": null
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 15
    }
  }
}

get_indian_legal

Find Indian-American immigration attorneys & law firms. Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "immigration").

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_legalArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 25
    }
  }
}

get_indian_movies_in_theaters

List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil, Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati). Optional `language` filters to one (e.g. "Telugu"). Each movie includes `title`, `language`, `poster_url`, `overview`, `release_date`, `genres`, and a `ticket_url` — a "find showtimes / buy tickets" search link (per-theater showtimes are not available via a free source). Data from TMDB.

Argument	Type	Description
limit	integer
language	any

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_movies_in_theatersArguments",
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 40
    },
    "language": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Language",
      "default": null
    }
  }
}

get_indian_professionals

Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `profession_type` ("doctors", "dentist", "clinic", "pharmacy"), `speciality` (e.g. "pediatrics", "cardiology", "ayurveda"), `tag`, or `open_now`. Note: these are matched from public data via an Indian-name signal, so a `confidence_score` is included.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
speciality	any
radius_miles	number
profession_type

get_indian_realestate

Find Indian-American realtors & real-estate agencies. Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "agency", "mortgage").

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_realestateArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 25
    }
  }
}

get_indian_restaurants

Find Indian restaurants by location and/or filters. Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`. Optional filters: `region_tag` (e.g. "Gujarati", "South Indian"), `dietary_tags` (any of "vegetarian", "vegan", "halal", "jain"), `tag` (a keyword/dish like "biryani", "dosa", "catering"), `open_now` (only places open at the current time), `featured_only`. Use `offset` (e.g. offset=25 after a limit=25 page) to page further; the response's `has_more` says whether another page exists. Each record includes a `description`, `tags`, a `confidence_score` (0-1), an `is_featured` flag, an `open_now` flag (true/false/null), and `distance_miles` when a point was supplied.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
region_tag	any

get_indian_salons

Find Indian beauty salons (threading, henna/mehndi, hair, bridal). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "threading", "henna", "bridal") or `open_now`. Records include description, services (tags), hours and an `open_now` flag.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_salonsArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 15
    }
  }
}

get_indian_services

Find Indian community services (money transfer/remittance, banks, immigration/visa, travel agents, tax/insurance). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "money-transfer", "immigration", "travel", "tax") or `open_now`.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_servicesArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 15
    }
  }
}

get_indian_studios

Find Indian yoga & cultural studios (yoga, classical dance, music, language classes). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "yoga", "bharatanatyam", "kathak", "tabla", "carnatic") or `open_now`.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_studiosArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 15
    }
  }
}

get_indian_sweets

Find Indian sweets shops (mithai) & bakeries. Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag` (e.g. "mithai", "jalebi", "bakery", "eggless") or `open_now`.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
radius_miles	number

Input schema (JSON)

{
  "type": "object",
  "title": "get_indian_sweetsArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 15
    }
  }
}

get_indian_temples

Find Indian-American temples (Hindu/Sikh/Jain places of worship). Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `religion` ("hindu", "sikh", "jain"), `denomination` (e.g. "swaminarayan"), `tag`, or `open_now`. Records include description, deity, region, tags, hours and `open_now`.

Argument	Type	Description
lat	any
lng	any
tag	any
city	any
limit	integer
state	any
offset	integer
open_now	boolean
religion	any
denomination	any
radius_miles	number

get_legal_details

Full canonical record for one immigration/legal listing, plus its version history.

Argument	Type	Description
legal_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_legal_detailsArguments",
  "required": [
    "legal_id"
  ],
  "properties": {
    "legal_id": {
      "type": "integer",
      "title": "Legal Id"
    }
  }
}

get_movie_details

Full details for one Indian movie (the id from get_indian_movies_in_theaters). Returns the movie record (title, language, overview, release_date, genres, poster_url, ...) or {'error': 'not_found'}. Movie data from TMDB; this product uses the TMDB API but is not endorsed or certified by TMDB.

Argument	Type	Description
movie_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_movie_detailsArguments",
  "required": [
    "movie_id"
  ],
  "properties": {
    "movie_id": {
      "type": "integer",
      "title": "Movie Id"
    }
  }
}

get_offers

Live offers & announcements posted by Indian-American business owners (e.g. "20% off thalis this week", "new weekend Garba class"), optionally filtered by city/state/vertical. Returns current, non-expired owner posts with the listing they belong to. Great for "any deals near me this week". Returns {'count', 'results': [{title, body, kind, vertical, listing_id, name, city, state, created_at, expires_at}]}.

Argument	Type	Description
city	string
limit	integer
state	string
vertical	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_offersArguments",
  "properties": {
    "city": {
      "type": "string",
      "title": "City",
      "default": ""
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 20
    },
    "state": {
      "type": "string",
      "title": "State",
      "default": ""
    },
    "vertical": {
      "type": "string",
      "title": "Vertical",
      "default": ""
    }
  }
}

get_professional_details

Full canonical record for one professional/practice, plus its version history.

Argument	Type	Description
professional_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_professional_detailsArguments",
  "required": [
    "professional_id"
  ],
  "properties": {
    "professional_id": {
      "type": "integer",
      "title": "Professional Id"
    }
  }
}

get_realestate_details

Full canonical record for one real-estate listing, plus its version history.

Argument	Type	Description
realestate_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_realestate_detailsArguments",
  "required": [
    "realestate_id"
  ],
  "properties": {
    "realestate_id": {
      "type": "integer",
      "title": "Realestate Id"
    }
  }
}

get_restaurant_details

Fetch the full canonical record for one restaurant, plus its version history.

Argument	Type	Description
restaurant_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_restaurant_detailsArguments",
  "required": [
    "restaurant_id"
  ],
  "properties": {
    "restaurant_id": {
      "type": "integer",
      "title": "Restaurant Id"
    }
  }
}

get_reviews

Published community reviews for a listing (newest first) + its rolled-up community rating. The community rating is first-party (visitor-submitted) and is separate from any web-harvested `rating` returned by the get_/search_ tools. Each review includes the business owner's public reply when they've responded. Returns {'community_rating', 'community_rating_count', 'reviews': [{rating, title, body, author, created_at, owner_reply, owner_reply_at}]}.

Argument	Type	Description
limit	integer
vertical*	string
listing_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_reviewsArguments",
  "required": [
    "vertical",
    "listing_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 20
    },
    "vertical": {
      "type": "string",
      "title": "Vertical"
    },
    "listing_id": {
      "type": "integer",
      "title": "Listing Id"
    }
  }
}

get_salon_details

Full canonical record for one salon, plus its version history.

Argument	Type	Description
salon_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_salon_detailsArguments",
  "required": [
    "salon_id"
  ],
  "properties": {
    "salon_id": {
      "type": "integer",
      "title": "Salon Id"
    }
  }
}

get_service_details

Full canonical record for one service business, plus its version history.

Argument	Type	Description
service_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_service_detailsArguments",
  "required": [
    "service_id"
  ],
  "properties": {
    "service_id": {
      "type": "integer",
      "title": "Service Id"
    }
  }
}

get_studio_details

Full canonical record for one studio, plus its version history.

Argument	Type	Description
studio_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_studio_detailsArguments",
  "required": [
    "studio_id"
  ],
  "properties": {
    "studio_id": {
      "type": "integer",
      "title": "Studio Id"
    }
  }
}

get_sweets_details

Full canonical record for one sweets shop / bakery, plus its version history.

Argument	Type	Description
sweets_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_sweets_detailsArguments",
  "required": [
    "sweets_id"
  ],
  "properties": {
    "sweets_id": {
      "type": "integer",
      "title": "Sweets Id"
    }
  }
}

get_temple_details

Full canonical record for one temple, plus its version history.

Argument	Type	Description
temple_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "get_temple_detailsArguments",
  "required": [
    "temple_id"
  ],
  "properties": {
    "temple_id": {
      "type": "integer",
      "title": "Temple Id"
    }
  }
}

get_today_highlights

What's happening in Indian America today, optionally for a city + languages — the upcoming festival (+ approximate tithi), soonest events nearby, Indian movies in theaters, places newly added in the city, a culture/immigration nugget, and trending community questions. `languages` is a comma-separated list (e.g. "Telugu,Hindi"). Great for a daily briefing. Returns the assembled feed; date fields are ISO. Lunar festival/tithi dates are approximate — tell users to confirm locally.

Argument	Type	Description
city	string
state	string
languages	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_today_highlightsArguments",
  "properties": {
    "city": {
      "type": "string",
      "title": "City",
      "default": ""
    },
    "state": {
      "type": "string",
      "title": "State",
      "default": ""
    },
    "languages": {
      "type": "string",
      "title": "Languages",
      "default": ""
    }
  }
}

list_follows

What a member follows (cities + categories). `member_email` must be the authenticated member's email. Returns {'count', 'results': [{kind, value}]}.

Argument	Type	Description
member_email*	string

Input schema (JSON)

{
  "type": "object",
  "title": "list_followsArguments",
  "required": [
    "member_email"
  ],
  "properties": {
    "member_email": {
      "type": "string",
      "title": "Member Email"
    }
  }
}

list_saved_places

A member's saved places (each joined to its live listing). `member_email` must be the authenticated member's email. Returns {'count', 'results': [{vertical, id, name, city, state}]}.

Argument	Type	Description
limit	integer
member_email*	string

Input schema (JSON)

{
  "type": "object",
  "title": "list_saved_placesArguments",
  "required": [
    "member_email"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 100
    },
    "member_email": {
      "type": "string",
      "title": "Member Email"
    }
  }
}

save_place

Save a listing to a signed-in member's list. `member_email` must be the authenticated member's email. `vertical` + `listing_id` come from the get_/search_ tools. Returns {'ok', 'name'} or {'ok': False, 'error'}.

Argument	Type	Description
vertical*	string
listing_id*	integer
member_email*	string

Input schema (JSON)

{
  "type": "object",
  "title": "save_placeArguments",
  "required": [
    "member_email",
    "vertical",
    "listing_id"
  ],
  "properties": {
    "vertical": {
      "type": "string",
      "title": "Vertical"
    },
    "listing_id": {
      "type": "integer",
      "title": "Listing Id"
    },
    "member_email": {
      "type": "string",
      "title": "Member Email"
    }
  }
}

search_all

Search across ALL Indian-American verticals at once — restaurants, temples, groceries, healthcare professionals, beauty salons, events, apparel & jewelry, sweets & bakeries, yoga/dance studios, and community services. Use for broad queries like "Indian things near me in Edison NJ" or "vegetarian South Indian". Results are ranked by relevance: an exact name match ranks first, then by keyword/semantic similarity, proximity (pass `lat`+`lng`) and freshness. Each result is tagged with its `vertical`. Optionally constrain by `city`/`state`.

Argument	Type	Description
lat	any
lng	any
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_allArguments",
  "required": [
    "query"
  ],
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 20
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_apparel_by_text

Free-text/semantic search over Indian apparel & jewelry stores.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_apparel_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_community_by_text

Free-text/semantic search over Indian community organizations & associations.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_community_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_community_questions

Search the Namaste America community Q&A — real questions Indians in the USA ask and answer ("Telugu-speaking pediatrician in Plano?", "best sweets for Diwali in Edison?"). Returns published questions matching the query, most-answered first, each with a `slug` you can pass to get_community_answers. A grounded, community-sourced complement to the listings + knowledge base. Returns {'count', 'results': [{slug, title, city, state, vertical, answer_count}]}.

Argument	Type	Description
limit	integer
query*	string

Input schema (JSON)

{
  "type": "object",
  "title": "search_community_questionsArguments",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 8
    },
    "query": {
      "type": "string",
      "title": "Query"
    }
  }
}

search_education_by_text

Free-text/semantic search over Indian-American education & tutoring.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_education_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_events_by_text

Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_events_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_finance_by_text

Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_finance_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_groceries_by_text

Free-text/semantic search over Indian grocery stores (name/region/store type).

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_groceries_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_h1b_sponsors

Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in the USA. Filter by employer name (`query`) and/or worksite `state` (2-letter). Ranked by number of certified Labor Condition Applications. Each result has `certified` (count), `median_wage`, `top_titles`, `top_states`, `top_cities`. Aggregated public figures from U.S. DOL disclosure data.

Argument	Type	Description
limit	integer
query	any
state	any

Input schema (JSON)

{
  "type": "object",
  "title": "search_h1b_sponsorsArguments",
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Query",
      "default": null
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    }
  }
}

search_knowledge

Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax, banking, and newcomer/settling-in guides for Indians from India living in the USA. Returns the top matching passages, each with the source document's title + url so you can cite it. Optionally scope to a `vertical`. Use this for factual "how/what/when" questions rather than the listing-search tools. Returns {'count', 'results': [{text, title, url, source_type, vertical}]}.

Argument	Type	Description
limit	integer
query*	string
vertical	any

Input schema (JSON)

{
  "type": "object",
  "title": "search_knowledgeArguments",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 6
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "vertical": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Vertical",
      "default": null
    }
  }
}

search_legal_by_text

Free-text/semantic search over Indian-American immigration attorneys & law firms.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_legal_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_professionals_by_text

Free-text/semantic search over Indian-American healthcare professionals.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_professionals_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_realestate_by_text

Free-text/semantic search over Indian-American realtors & real-estate agencies.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_realestate_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_restaurants_by_text

Free-text search over restaurant name/cuisine/region, ranked by relevance. Optionally constrain to a `city`/`state`. Featured listings are surfaced first. Use `offset` to page further (the response's `has_more` says whether another page exists).

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_restaurants_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_salons_by_text

Free-text/semantic search over Indian beauty salons.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_salons_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_services_by_text

Free-text/semantic search over Indian community services.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_services_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_studios_by_text

Free-text/semantic search over Indian yoga/dance/music studios.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_studios_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_sweets_by_text

Free-text/semantic search over Indian sweets shops & bakeries.

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_sweets_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

search_temples_by_text

Free-text/semantic search over temples (name/deity/denomination/region).

Argument	Type	Description
city	any
limit	integer
query*	string
state	any
offset	integer

Input schema (JSON)

{
  "type": "object",
  "title": "search_temples_by_textArguments",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    }
  }
}

submit_correction

Propose a correction to a listing field (agents/users reporting bad data). `vertical` is the category key (default 'restaurants'); `listing_id` is the id from that category's get_/search_ tools. Correctable restaurant fields: phone, email, website, menu_url, address_full, city, state, region_tag, price_range, cuisine_type, festival_specials. The correction is stored and applied by the Feedback agent — automatically for unclaimed listings, or routed to a human for claimed/featured ones. Identity fields (name, coordinates) are not correctable. Structured field corrections currently apply to restaurants; for other categories use submit_review to flag issues (or the owner portal). Returns {ok, feedback_id|error}.

Argument	Type	Description
field*	string
value*	string
reason	string
vertical	string
listing_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "submit_correctionArguments",
  "required": [
    "listing_id",
    "field",
    "value"
  ],
  "properties": {
    "field": {
      "type": "string",
      "title": "Field"
    },
    "value": {
      "type": "string",
      "title": "Value"
    },
    "reason": {
      "type": "string",
      "title": "Reason",
      "default": ""
    },
    "vertical": {
      "type": "string",
      "title": "Vertical",
      "default": "restaurants"
    },
    "listing_id": {
      "type": "integer",
      "title": "Listing Id"
    }
  }
}

submit_listing

Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically. `vertical` is the category key (restaurants, temples, groceries, professionals, salons, apparel, sweets, studios, services, community, legal, education, realestate, finance — not events, which are agent-managed). The submission enters a human moderation queue and is published only after an admin approves it. `name` is required; provide as much else as you can. Returns {'ok', 'id'} or {'ok': False, 'error': 'bad_vertical'|'name_required'}.

Argument	Type	Description
city	string
name*	string
phone	string
state	string
website	string
vertical*	string
address_full	string
contact_email	string

Input schema (JSON)

{
  "type": "object",
  "title": "submit_listingArguments",
  "required": [
    "vertical",
    "name"
  ],
  "properties": {
    "city": {
      "type": "string",
      "title": "City",
      "default": ""
    },
    "name": {
      "type": "string",
      "title": "Name"
    },
    "phone": {
      "type": "string",
      "title": "Phone",
      "default": ""
    },
    "state": {
      "type": "string",
      "title": "State",
      "default": ""
    },
    "website": {
      "type": "string",
      "title": "Website",
      "default": ""
    },
    "vertical": {
      "type": "string",
      "title": "Vertical"
    },
    "address_full": {
      "type": "string",
      "title": "Address Full",
      "default": ""
    },
    "contact_email": {
      "type": "string",
      "title": "Contact Email",
      "default": ""
    }
  }
}

submit_review

Submit a community review (1-5 star rating + optional text) for a listing. `vertical` is the category key (restaurants, temples, groceries, professionals, salons, apparel, sweets, studios, services, community, legal, education, realestate, finance) and `listing_id` is the id returned by that category's get_/search_ tools. Reviews are moderated: clean ones publish immediately and spam/abusive ones are held for human review. Returns {'ok', 'id', 'status'}.

Argument	Type	Description
name	string
text	string
rating*	integer
vertical*	string
listing_id*	integer

Input schema (JSON)

{
  "type": "object",
  "title": "submit_reviewArguments",
  "required": [
    "vertical",
    "listing_id",
    "rating"
  ],
  "properties": {
    "name": {
      "type": "string",
      "title": "Name",
      "default": ""
    },
    "text": {
      "type": "string",
      "title": "Text",
      "default": ""
    },
    "rating": {
      "type": "integer",
      "title": "Rating"
    },
    "vertical": {
      "type": "string",
      "title": "Vertical"
    },
    "listing_id": {
      "type": "integer",
      "title": "Listing Id"
    }
  }
}

unsave_place

Remove a listing from a member's saved list. `member_email` must be the authenticated member's email. Returns {'ok': True}.

Argument	Type	Description
vertical*	string
listing_id*	integer
member_email*	string

Input schema (JSON)

{
  "type": "object",
  "title": "unsave_placeArguments",
  "required": [
    "member_email",
    "vertical",
    "listing_id"
  ],
  "properties": {
    "vertical": {
      "type": "string",
      "title": "Vertical"
    },
    "listing_id": {
      "type": "integer",
      "title": "Listing Id"
    },
    "member_email": {
      "type": "string",
      "title": "Member Email"
    }
  }
}

{
  "type": "object",
  "title": "get_indian_eventsArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "category": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Category",
      "default": null
    },
    "include_past": {
      "type": "boolean",
      "title": "Include Past",
      "default": false
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 25
    }
  }
}

{
  "type": "object",
  "title": "get_indian_templesArguments",
  "properties": {
    "lat": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lat",
      "default": null
    },
    "lng": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Lng",
      "default": null
    },
    "tag": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Tag",
      "default": null
    },
    "city": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "City",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 25
    },
    "state": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "State",
      "default": null
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "open_now": {
      "type": "boolean",
      "title": "Open Now",
      "default": false
    },
    "religion": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Religion",
      "default": null
    },
    "denomination": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Denomination",
      "default": null
    },
    "radius_miles": {
      "type": "number",
      "title": "Radius Miles",
      "default": 15
    }
  }
}