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Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claude.

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Status
Healthy
Uptime
99.9% over 58 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
AIweather-Anurag/ottasia-mcp-server
GitHub Stars
1
Server Listing
OTTASIA

TDQS

A4.5/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: search_titles for finding a title by name, whats_new_on for recent additions to a service, and where_to_watch for streaming availability. No overlap in functionality.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern: search_titles, whats_new_on, where_to_watch. No mixing of conventions.

Tool Count5/5

Three tools is well-scoped for a streaming availability server, covering the essential operations of searching, discovering new content, and checking where to watch. Not too few or too many.

Completeness5/5

The tool set covers the core tasks: title search, new arrivals discovery, and streaming availability lookup. No obvious gaps for the domain of OTTASIA's catalog and streaming information.

Available Tools

5 tools
new_this_weekNew this week in a language
Read-onlyIdempotent
Inspect

List what is new on streaming this week in one language and country: films and shows that just arrived on a service there, plus (for English, Korean and Japanese/anime) series with new episodes this week.

Use for 'new Telugu movies on OTT this week', 'what's new in Malayalam', 'new anime this week in India', 'new K-dramas', 'new Bangla releases in Bangladesh'. Language accepts a name (Hindi, Telugu, Tamil, Malayalam, Kannada, Bengali/Bangla, Urdu, Punjabi, Marathi, English, Korean, Japanese, Filipino, Indonesian, Thai, Arabic, Turkish, Chinese...) or 'anime' / 'K-drama'. Omit it for the country's main language.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax titles (1-30, default 15).
countryNo2-letter ISO country code (e.g. IN, BD, PK, PH, US). Defaults to IN.
languageNoLanguage name or ISO code, or 'anime' / 'K-drama'.
search_titlesSearch titlesA
Read-onlyIdempotent
Inspect

Search OTTASIA's catalog for movies or TV shows by name. Returns multiple candidates with year, type, brief overview, and country-aware OTTASIA link.

Use this when a user asks 'find me X' or when a query is ambiguous (e.g. 'joker', 'the office') and you need to clarify which title they meant before checking availability. Use where_to_watch instead when the user has already named a specific title and country and just wants the streaming providers.

ParametersJSON Schema
NameRequiredDescriptionDefault
qYesSearch query (movie or TV show name). English, romanized, or original-language all work.
limitNoMax number of results (1-20, default 8).
countryNo2-letter ISO country code for the resulting OTTASIA links (so clicking through opens that country's streaming context). One of: IN, PK, BD, ID, MY, PH, SG, TH, MM, KH, LA, BN, CN, HK, JP, KR, TW, KZ, UZ, TR, IL, LB, JO, SA, AE, KW, QA, BH, OM, EG. Defaults to IN.

TDQS

A4.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and non-destructive. Description adds context: returns multiple candidates, includes year/type/overview, and country-aware link, enhancing understanding beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two paragraphs, front-loaded with purpose, then usage guidance. Every sentence is informative with no redundancy or fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 3 parameters, no output schema, and sibling tools, the description covers purpose, usage, parameter details, and return value, making it fully informative for selecting and invoking the tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, and description adds valuable context: for q it supports multiple languages, for limit and country it explains defaults and purpose of the country parameter.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it searches OTTASIA's catalog for movies or TV shows by name, returns candidates with year, type, overview, and country-aware link, and distinguishes from where_to_watch.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly specifies when to use ('find me X' or ambiguous queries) and when not to use (use where_to_watch for specific title and country), providing clear decision criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

whats_new_onWhat's new on a streaming service
Read-onlyIdempotent
Inspect

List the latest movies and TV shows recently added to a specific streaming service in a specific country.

Use this tool when a user asks 'what's new on Netflix in India', 'any new shows on Wavve', 'what came out on Disney+ Hotstar this month', etc.

Common provider slugs to use as the provider argument: netflix, prime-video, disney-plus-hotstar, jiohotstar, hulu-japan, wavve, tving, viu, vidio, iqiyi, shahid, osn-plus, starzplay, hoichoi, chorki, cinemaghar, zee5, sun-nxt, aha, eros-now, manorama-max, shemaroo-me, crunchyroll, apple-tv-plus, hbo-max

Country must be a 2-letter ISO code from OTTASIA's 30 supported markets (IN PK BD ID MY PH SG TH MM KH LA BN CN HK JP KR TW KZ UZ TR IL LB JO SA AE KW QA BH OM EG). Returns a list of recent arrivals with brief overviews + links. Pair with where_to_watch if the user wants details on a specific title.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax number of titles to return (1-30, default 15).
countryNo2-letter ISO country code. One of: IN, PK, BD, ID, MY, PH, SG, TH, MM, KH, LA, BN, CN, HK, JP, KR, TW, KZ, UZ, TR, IL, LB, JO, SA, AE, KW, QA, BH, OM, EG. Defaults to IN if omitted.
providerYesStreaming service slug. Examples: netflix, prime-video, disney-plus-hotstar, jiohotstar, wavve, tving, viu, shahid, hoichoi, zee5, sun-nxt. Use lowercase + hyphens.
when_streamingWhen will it stream
Read-onlyIdempotent
Inspect

Answer 'when is coming to OTT / Netflix / Prime in ' for OTTASIA's Asian, Middle Eastern and diaspora markets.

If the title already streams in that country, returns the services. If not, returns OTTASIA's predicted streaming date (from historical theatrical-to-OTT gaps, with a confidence level) when one exists, plus a link where the user can set a free alert for the day it lands. Use where_to_watch for plain availability questions; use this when the user asks WHEN.

ParametersJSON Schema
NameRequiredDescriptionDefault
titleYesMovie or show name, e.g. 'Kantara Chapter 1', 'Coolie', 'Saiyaara'.
countryNo2-letter ISO country code (e.g. IN, PK, BD, AE, US). Defaults to IN.
where_to_watchWhere to watchA
Read-onlyIdempotent
Inspect

Find which streaming services carry a specific movie or TV show in a specific Asian or Middle Eastern country.

Use this tool whenever a user asks 'where can I watch X in Y' for any of these 30 markets: IN PK BD ID MY PH SG TH MM KH LA BN CN HK JP KR TW KZ UZ TR IL LB JO SA AE KW QA BH OM EG

Returns the matched title's official name + year + provider list grouped by category (subscription, free, free-with-ads, rent, buy). Includes a link to OTTASIA's full title page for users who want trailers, cast, or alternate-country lookups. Best for queries about availability on Netflix, Amazon Prime, Disney+ Hotstar, JioCinema, Hulu Japan, Wavve, TVING, Shahid, OSN+, iQiyi, Viu, Vidio, RCTI+, Hoichoi, Chorki, ZEE5, Sun NXT, Aha, Eros Now, and other regional Asian/MENA streamers.

ParametersJSON Schema
NameRequiredDescriptionDefault
titleYesMovie or TV show name. English, romanized, or original-language title all work (e.g. 'Squid Game', 'RRR', 'Pathaan', 'Dilwale Dulhania Le Jayenge').
countryNo2-letter ISO country code. One of: IN, PK, BD, ID, MY, PH, SG, TH, MM, KH, LA, BN, CN, HK, JP, KR, TW, KZ, UZ, TR, IL, LB, JO, SA, AE, KW, QA, BH, OM, EG. Defaults to IN if omitted.

TDQS

A4.1/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, openWorldHint=true, idempotentHint=true, and destructiveHint=false, clearly indicating safety. The description adds value by detailing the output (matched title, year, provider list grouped by category, a link) but does not explicitly reaffirm the idempotent or open-world nature. With annotations covering safety, the description provides moderate additional context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise at about 10 sentences, front-loads the purpose, and uses a list for markets and providers. It is well-structured and informative without excessive verbosity, though it could be slightly shorter.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given only 2 parameters with full schema coverage, no output schema, and the presence of annotations, the description provides sufficient context: output structure, example providers, and a link for more details. It does not cover error cases (e.g., title not found), but overall it is complete enough for its complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Input schema coverage is 100%, so baseline is 3. The description adds meaningful extra information: title can be 'English, romanized, or original-language', with examples; for country, it lists the 30 codes and notes default to IN. This goes beyond the schema description, justifying a 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Find which streaming services carry a specific movie or TV show in a specific Asian or Middle Eastern country.' It specifies the scope (30 markets) and provides examples of streaming services. It implicitly distinguishes from siblings like 'search_titles' and 'whats_new_on' by focusing on availability queries.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says 'Use this tool whenever a user asks "where can I watch X in Y" for any of these 30 markets' and lists the markets. It also says 'Best for queries about availability on...' which gives context. However, it does not mention when not to use it or differentiate from sibling tools, so a 4 is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • Addednew_this_week
    • Addedwhen_streaming
  2. 3 tool updates
    • First observedsearch_titles
    • First observedwhats_new_on
    • First observedwhere_to_watch

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