{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_m5vvx2ysbe6k","handle":"namaste-america","url":"https://wellknown.network/agents/namaste-america","links":{"self":"https://wellknown.network/agents/namaste-america/record.json","html":"https://wellknown.network/agents/namaste-america","markdown":"https://wellknown.network/agents/namaste-america/record.md","api":"https://wellknown.network/api/v1/agents/namaste-america","status":"https://wellknown.network/api/v1/agents/namaste-america/status","claim":"https://wellknown.network/agents/namaste-america/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/namaste-america/claim.json","badge":"https://wellknown.network/agents/namaste-america/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/namaste-america/history","tools":"https://wellknown.network/api/v1/agents/namaste-america/tools"},"ard":{"identifier":"urn:air:namasteamerica.us:server:namaste-america","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Namaste America","summary":"Agent-first directory for Indians from India in the USA — restaurants, temples, events & more.","description":"Agent-first directory for Indians from India in the USA — restaurants, temples, events & more.","publisher":{"name":"us.namasteamerica","url":null},"homepage":"https://namasteamerica.us/for-agents","repository":"https://github.com/manvigallc007-spec/indousmcp","version":"0.1.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://namasteamerica.us/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-07-08T11:44:05.749395Z","publishedAt":"2026-07-08T11:44:05.749395Z","registryName":"us.namasteamerica/namaste-america"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"finance.banking","name":"Banking","confidence":0.977,"provenance":"derived"},{"slug":"analytics.product","name":"Product Analytics","confidence":0.885,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.583,"provenance":"derived"},{"slug":"knowledge.reasoning","name":"Reasoning & Planning","confidence":0.525,"provenance":"derived"}],"categories":["analytics","data","finance","knowledge"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 2h ago.","lastOkAt":"2026-10-10T01:25:01.251Z","lastProbedAt":"2026-10-10T01:25:01.251Z","statusComputedAt":"2026-10-10T01:26:09.494Z","reliability30d":{"probes":108,"successRate":1,"p50Ms":91,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":108,"ok":108,"authBoundaryOk":0,"serviceOk":108,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-10T01:25:01.251Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":99,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. 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Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. 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Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. 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"},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. 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Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. 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"},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. Returns {'ok': True}.\n    "},{"name":"list_saved_places","description":"A member's saved places (each joined to its live listing). `member_email` must be the\n    authenticated member's email. Returns {'count', 'results': [{vertical,"},{"name":"follow_city","description":"Follow a city so the member is notified of new events there (e.g. \"Plano, TX\"). `member_email`\n    must be the authenticated member's email. Returns {'ok'} or {"},{"name":"list_follows","description":"What a member follows (cities + categories). `member_email` must be the authenticated member's\n    email. Returns {'count', 'results': [{kind, value}]}.\n    "}],"toolCount":66,"toolsHash":"d1e935047a0cce9f8b24e39bd1531fa76e1768b9ada87acc07557aec12769f33","serverName":"indo-usa-diaspora","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.28.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T07:25:46.311Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":86,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. Filter by employer name (`query`) and/or worksite `st"},{"name":"get_restaurant_details","description":"Fetch the full canonical record for one restaurant, plus its version history."},{"name":"search_restaurants_by_text","description":"Free-text search over restaurant name/cuisine/region, ranked by relevance.\n\n    Optionally constrain to a `city`/`state`. Featured listings are surfaced first. "},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. Returns {'ok': True}.\n    "},{"name":"list_saved_places","description":"A member's saved places (each joined to its live listing). `member_email` must be the\n    authenticated member's email. Returns {'count', 'results': [{vertical,"},{"name":"follow_city","description":"Follow a city so the member is notified of new events there (e.g. \"Plano, TX\"). `member_email`\n    must be the authenticated member's email. Returns {'ok'} or {"},{"name":"list_follows","description":"What a member follows (cities + categories). `member_email` must be the authenticated member's\n    email. Returns {'count', 'results': [{kind, value}]}.\n    "}],"toolCount":66,"toolsHash":"d1e935047a0cce9f8b24e39bd1531fa76e1768b9ada87acc07557aec12769f33","serverName":"indo-usa-diaspora","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.28.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T00:26:05.436Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":92,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. Filter by employer name (`query`) and/or worksite `st"},{"name":"get_restaurant_details","description":"Fetch the full canonical record for one restaurant, plus its version history."},{"name":"search_restaurants_by_text","description":"Free-text search over restaurant name/cuisine/region, ranked by relevance.\n\n    Optionally constrain to a `city`/`state`. Featured listings are surfaced first. "},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. Returns {'ok': True}.\n    "},{"name":"list_saved_places","description":"A member's saved places (each joined to its live listing). `member_email` must be the\n    authenticated member's email. Returns {'count', 'results': [{vertical,"},{"name":"follow_city","description":"Follow a city so the member is notified of new events there (e.g. \"Plano, TX\"). `member_email`\n    must be the authenticated member's email. Returns {'ok'} or {"},{"name":"list_follows","description":"What a member follows (cities + categories). `member_email` must be the authenticated member's\n    email. Returns {'count', 'results': [{kind, value}]}.\n    "}],"toolCount":66,"toolsHash":"d1e935047a0cce9f8b24e39bd1531fa76e1768b9ada87acc07557aec12769f33","serverName":"indo-usa-diaspora","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.28.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T18:27:09.532Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":87,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. Filter by employer name (`query`) and/or worksite `st"},{"name":"get_restaurant_details","description":"Fetch the full canonical record for one restaurant, plus its version history."},{"name":"search_restaurants_by_text","description":"Free-text search over restaurant name/cuisine/region, ranked by relevance.\n\n    Optionally constrain to a `city`/`state`. Featured listings are surfaced first. "},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. Returns {'ok': True}.\n    "},{"name":"list_saved_places","description":"A member's saved places (each joined to its live listing). `member_email` must be the\n    authenticated member's email. Returns {'count', 'results': [{vertical,"},{"name":"follow_city","description":"Follow a city so the member is notified of new events there (e.g. \"Plano, TX\"). `member_email`\n    must be the authenticated member's email. Returns {'ok'} or {"},{"name":"list_follows","description":"What a member follows (cities + categories). `member_email` must be the authenticated member's\n    email. Returns {'count', 'results': [{kind, value}]}.\n    "}],"toolCount":66,"toolsHash":"d1e935047a0cce9f8b24e39bd1531fa76e1768b9ada87acc07557aec12769f33","serverName":"indo-usa-diaspora","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.28.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T11:22:22.392Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":84,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. Filter by employer name (`query`) and/or worksite `st"},{"name":"get_restaurant_details","description":"Fetch the full canonical record for one restaurant, plus its version history."},{"name":"search_restaurants_by_text","description":"Free-text search over restaurant name/cuisine/region, ranked by relevance.\n\n    Optionally constrain to a `city`/`state`. Featured listings are surfaced first. "},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. Returns {'ok': True}.\n    "},{"name":"list_saved_places","description":"A member's saved places (each joined to its live listing). `member_email` must be the\n    authenticated member's email. Returns {'count', 'results': [{vertical,"},{"name":"follow_city","description":"Follow a city so the member is notified of new events there (e.g. \"Plano, TX\"). `member_email`\n    must be the authenticated member's email. Returns {'ok'} or {"},{"name":"list_follows","description":"What a member follows (cities + categories). `member_email` must be the authenticated member's\n    email. Returns {'count', 'results': [{kind, value}]}.\n    "}],"toolCount":66,"toolsHash":"d1e935047a0cce9f8b24e39bd1531fa76e1768b9ada87acc07557aec12769f33","serverName":"indo-usa-diaspora","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.28.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T04:26:38.947Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":90,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. Filter by employer name (`query`) and/or worksite `st"},{"name":"get_restaurant_details","description":"Fetch the full canonical record for one restaurant, plus its version history."},{"name":"search_restaurants_by_text","description":"Free-text search over restaurant name/cuisine/region, ranked by relevance.\n\n    Optionally constrain to a `city`/`state`. Featured listings are surfaced first. "},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. Returns {'ok': True}.\n    "},{"name":"list_saved_places","description":"A member's saved places (each joined to its live listing). `member_email` must be the\n    authenticated member's email. Returns {'count', 'results': [{vertical,"},{"name":"follow_city","description":"Follow a city so the member is notified of new events there (e.g. \"Plano, TX\"). `member_email`\n    must be the authenticated member's email. Returns {'ok'} or {"},{"name":"list_follows","description":"What a member follows (cities + categories). `member_email` must be the authenticated member's\n    email. Returns {'count', 'results': [{kind, value}]}.\n    "}],"toolCount":66,"toolsHash":"d1e935047a0cce9f8b24e39bd1531fa76e1768b9ada87acc07557aec12769f33","serverName":"indo-usa-diaspora","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.28.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T22:24:03.070Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":89,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. Filter by employer name (`query`) and/or worksite `st"},{"name":"get_restaurant_details","description":"Fetch the full canonical record for one restaurant, plus its version history."},{"name":"search_restaurants_by_text","description":"Free-text search over restaurant name/cuisine/region, ranked by relevance.\n\n    Optionally constrain to a `city`/`state`. Featured listings are surfaced first. "},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    "},{"name":"get_salon_details","description":"Full canonical record for one salon, plus its version history."},{"name":"search_salons_by_text","description":"Free-text/semantic search over Indian beauty salons."},{"name":"get_indian_events","description":"Find upcoming Indian-American community events (festivals, garba, concerts, puja).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`"},{"name":"get_event_details","description":"Full canonical record for one event, plus its version history."},{"name":"search_events_by_text","description":"Free-text/semantic search over Indian-American events (incl. past, for history). `offset` pages."},{"name":"get_indian_apparel","description":"Find Indian apparel & jewelry stores (sarees, lehengas, ethnic wear, gold jewelers).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`stat"},{"name":"get_apparel_details","description":"Full canonical record for one apparel/jewelry store, plus its version history."},{"name":"search_apparel_by_text","description":"Free-text/semantic search over Indian apparel & jewelry stores."},{"name":"get_indian_sweets","description":"Find Indian sweets shops (mithai) & bakeries.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \"mithai\","},{"name":"get_sweets_details","description":"Full canonical record for one sweets shop / bakery, plus its version history."},{"name":"search_sweets_by_text","description":"Free-text/semantic search over Indian sweets shops & bakeries."},{"name":"get_indian_studios","description":"Find Indian yoga & cultural studios (yoga, classical dance, music, language classes).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`sta"},{"name":"get_studio_details","description":"Full canonical record for one studio, plus its version history."},{"name":"search_studios_by_text","description":"Free-text/semantic search over Indian yoga/dance/music studios."},{"name":"get_indian_services","description":"Find Indian community services (money transfer/remittance, banks, immigration/visa,\n    travel agents, tax/insurance).\n\n    Provide a point (`lat`+`lng`, option"},{"name":"get_service_details","description":"Full canonical record for one service business, plus its version history."},{"name":"search_services_by_text","description":"Free-text/semantic search over Indian community services."},{"name":"get_indian_community","description":"Find Indian community organizations & cultural associations (regional samaj/sangam,\n    cultural centers, Indo-American associations).\n\n    Provide a point (`la"},{"name":"get_community_details","description":"Full canonical record for one community organization, plus its version history."},{"name":"search_community_by_text","description":"Free-text/semantic search over Indian community organizations & associations."},{"name":"get_indian_legal","description":"Find Indian-American immigration attorneys & law firms.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g."},{"name":"get_legal_details","description":"Full canonical record for one immigration/legal listing, plus its version history."},{"name":"search_legal_by_text","description":"Free-text/semantic search over Indian-American immigration attorneys & law firms."},{"name":"get_indian_education","description":"Find Indian-American education & tutoring (heritage/language schools, Bal Vihar, coaching).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city"},{"name":"get_education_details","description":"Full canonical record for one education/tutoring listing, plus its version history."},{"name":"search_education_by_text","description":"Free-text/semantic search over Indian-American education & tutoring."},{"name":"get_indian_realestate","description":"Find Indian-American realtors & real-estate agencies.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n    (e.g. \""},{"name":"get_realestate_details","description":"Full canonical record for one real-estate listing, plus its version history."},{"name":"search_realestate_by_text","description":"Free-text/semantic search over Indian-American realtors & real-estate agencies."},{"name":"get_indian_finance","description":"Find Indian-American CPAs, tax preparers & financial advisors.\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by `tag`\n  "},{"name":"get_finance_details","description":"Full canonical record for one finance/tax listing, plus its version history."},{"name":"search_finance_by_text","description":"Free-text/semantic search over Indian-American CPAs, tax preparers & financial advisors."},{"name":"search_all","description":"Search across ALL Indian-American verticals at once — restaurants, temples, groceries,\n    healthcare professionals, beauty salons, events, apparel & jewelry, s"},{"name":"get_festival_dates","description":"Upcoming Indian & South-Asian festival dates for planning in the USA.\n\n    With no `query`, returns the next `limit` festivals soonest-first. With a `query` (e."},{"name":"search_knowledge","description":"Grounded answers from the Namaste America knowledge base — culture, festivals, visa/H-1B, tax,\n    banking, and newcomer/settling-in guides for Indians from Ind"},{"name":"submit_listing","description":"Submit a new Indian-American business/listing for REVIEW — it does NOT go live automatically.\n\n    `vertical` is the category key (restaurants, temples, groceri"},{"name":"get_movie_details","description":"Full details for one Indian movie (the id from get_indian_movies_in_theaters).\n\n    Returns the movie record (title, language, overview, release_date, genres, p"},{"name":"get_h1b_sponsor_details","description":"Full details for one H-1B sponsor (the id from search_h1b_sponsors).\n\n    Returns the sponsor record (employer, certified counts, wages, top titles/states/citie"},{"name":"search_community_questions","description":"Search the Namaste America community Q&A — real questions Indians in the USA ask and answer\n    (\"Telugu-speaking pediatrician in Plano?\", \"best sweets for Diwa"},{"name":"get_community_answers","description":"A community question + its published answers (Dost's AI answer first, then community answers by\n    upvotes). `slug` comes from search_community_questions. Retu"},{"name":"get_today_highlights","description":"What's happening in Indian America today, optionally for a city + languages — the upcoming\n    festival (+ approximate tithi), soonest events nearby, Indian mov"},{"name":"get_offers","description":"Live offers & announcements posted by Indian-American business owners (e.g. \"20% off thalis this\n    week\", \"new weekend Garba class\"), optionally filtered by c"},{"name":"ask_community_question","description":"Ask the Namaste America community a question on behalf of a signed-in member. `member_email` must\n    be the authenticated member's email (not free text) — it a"},{"name":"save_place","description":"Save a listing to a signed-in member's list. `member_email` must be the authenticated member's\n    email. `vertical` + `listing_id` come from the get_/search_ t"},{"name":"unsave_place","description":"Remove a listing from a member's saved list. `member_email` must be the authenticated member's\n    email. Returns {'ok': True}.\n    "},{"name":"list_saved_places","description":"A member's saved places (each joined to its live listing). `member_email` must be the\n    authenticated member's email. Returns {'count', 'results': [{vertical,"},{"name":"follow_city","description":"Follow a city so the member is notified of new events there (e.g. \"Plano, TX\"). `member_email`\n    must be the authenticated member's email. Returns {'ok'} or {"},{"name":"list_follows","description":"What a member follows (cities + categories). `member_email` must be the authenticated member's\n    email. Returns {'count', 'results': [{kind, value}]}.\n    "}],"toolCount":66,"toolsHash":"d1e935047a0cce9f8b24e39bd1531fa76e1768b9ada87acc07557aec12769f33","serverName":"indo-usa-diaspora","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.28.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T15:31:55.890Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":89,"error":null,"detail":{"tools":[{"name":"get_indian_restaurants","description":"Find Indian restaurants by location and/or filters.\n\n    Provide either a point (`lat`+`lng`, optionally `radius_miles`) or `city`/`state`.\n    Optional filters"},{"name":"get_indian_movies_in_theaters","description":"List Indian-language movies currently playing in US theaters (Hindi, Telugu, Tamil,\n    Malayalam, Kannada, Punjabi, Bengali, Marathi, Gujarati).\n\n    Optional "},{"name":"search_h1b_sponsors","description":"Search US employers that sponsor H-1B visas — the visa most Indians-from-India use to work in\n    the USA. Filter by employer name (`query`) and/or worksite `st"},{"name":"get_restaurant_details","description":"Fetch the full canonical record for one restaurant, plus its version history."},{"name":"search_restaurants_by_text","description":"Free-text search over restaurant name/cuisine/region, ranked by relevance.\n\n    Optionally constrain to a `city`/`state`. Featured listings are surfaced first. "},{"name":"submit_correction","description":"Propose a correction to a listing field (agents/users reporting bad data).\n\n    `vertical` is the category key (default 'restaurants'); `listing_id` is the id f"},{"name":"submit_review","description":"Submit a community review (1-5 star rating + optional text) for a listing.\n\n    `vertical` is the category key (restaurants, temples, groceries, professionals, "},{"name":"get_reviews","description":"Published community reviews for a listing (newest first) + its rolled-up community rating.\n\n    The community rating is first-party (visitor-submitted) and is s"},{"name":"get_indian_temples","description":"Find Indian-American temples (Hindu/Sikh/Jain places of worship).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Filter by\n    `"},{"name":"get_temple_details","description":"Full canonical record for one temple, plus its version history."},{"name":"search_temples_by_text","description":"Free-text/semantic search over temples (name/deity/denomination/region)."},{"name":"get_indian_groceries","description":"Find Indian grocery stores (desi groceries / supermarkets).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. Optional\n    `region_"},{"name":"get_grocery_details","description":"Full canonical record for one grocery store, plus its version history."},{"name":"search_groceries_by_text","description":"Free-text/semantic search over Indian grocery stores (name/region/store type)."},{"name":"get_indian_professionals","description":"Find Indian-American healthcare professionals (doctors, dentists, clinics, pharmacies).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`s"},{"name":"get_professional_details","description":"Full canonical record for one professional/practice, plus its version history."},{"name":"search_professionals_by_text","description":"Free-text/semantic search over Indian-American healthcare professionals."},{"name":"get_indian_salons","description":"Find Indian beauty salons (threading, henna/mehndi, hair, bridal).\n\n    Provide a point (`lat`+`lng`, optional `radius_miles`) or `city`/`state`. 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