Yandex Search API
MCP server for Yandex Search API from https://aistudio.yandex.ru/docs/en/search-api/concepts/
Yandex Search.API MCP Server
MCP server for Yandex Search API over REST with 7 tools:
web_searchimage_searchgenerative_searchwordstat_get_topwordstat_get_dynamicswordstat_get_regions_distributionwordstat_get_regions_tree
The server reads credentials from MCP client env config:
FOLDER_IDAPI_KEY
For local development, .env is loaded automatically.
Features
- Uses only REST endpoints (
/v2/web/search,/v2/image/search,/v2/gen/search, Wordstat REST paths) - Minimal tool inputs by default to keep model context compact
searchTypeis available for all relevant tools and defaults toSEARCH_TYPE_COM- Web search always forces
responseFormat: FORMAT_XML - Web/image tools decode
rawDatafrom Base64 and parse XML into structured groups - Error handling with clear API status and details
Install
npm install yandex-searchapi-mcp
MCP client config example
{
"mcpServers": {
"yandex-searchapi": {
"command": "npx",
"args": ["-y", "yandex-searchapi-mcp"],
"env": {
"FOLDER_ID": "your-folder-id",
"API_KEY": "your-api-key"
}
}
}
}
Tools
web_search
Use this tool when you need classic web search results (links + snippets), not a generated answer.
Inputs:
query(required)searchType(optional, defaultSEARCH_TYPE_COM)page(optional)docsOnPage(optional)familyMode(optional)fixTypoMode(optional)
Returns:
groups[]withdocuments[]where each document contains:urltitlelanguagepassages
requestIdfound
Note: for web search this input is mapped to groupSpec.groupsOnPage on the upstream API.
image_search
Use this tool when you need image search results and image metadata (thumbnail/original links and dimensions).
Inputs:
query(required)searchType(optional, defaultSEARCH_TYPE_COM)page(optional)site(optional)docsOnPage(optional)imageSpec(optional:format,size,orientation,color)
Returns:
groups[]withdocuments[]where each document contains:urlextras.image-properties(if present)
requestIdfound
generative_search
Use this tool when you need a ready-to-use grounded answer synthesized from search results.
Inputs:
query(required)searchType(optional, defaultSEARCH_TYPE_COM)fixMisspell(optional)getPartialResults(optional)scope(optional):{ type: "site" | "host" | "url", values: string[] }
Returns only core generative fields (without wrapper objects):
messagesourcessearchQueriesfixedMisspellQueryisAnswerRejectedisBulletAnswerhintsproblematicAnswer
wordstat_get_top
Use this tool to understand what related queries users search for around a keyword.
Inputs:
phrase(required)numPhrases(optional, default20)regions(optional)devices(optional)
Returns:
totalCountresultsassociations
wordstat_get_dynamics
Use this tool to track demand trends over time for a keyword.
Inputs:
phrase(required)period(optional, defaultPERIOD_WEEKLY)fromDate(optional, defaultnow-30d, ISO datetime)toDate(optional, defaultnow, ISO datetime)regions(optional)devices(optional)
Returns:
results
wordstat_get_regions_distribution
Use this tool to see in which regions/cities a keyword is relatively more popular.
Inputs:
phrase(required)region(optional, defaultREGION_ALL)devices(optional)
Returns:
results
wordstat_get_regions_tree
Use this tool to get valid region IDs and names for regional Wordstat filters.
Inputs:
- none
Returns:
regions
Development
npm install
npm run build
npm run dev
Related Servers
AI Book Agent MCP Server
Provides AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation.
Bilibili API
Search for videos, users, and retrieve danmaku from the Bilibili API.
Pixabay MCP Server
Search and retrieve royalty-free images and videos using the Pixabay API.
TripGo
Find transport-related locations, departures, and routes using the TripGo API.
mcpdoc
Access website documentation for AI search engines (llms.txt files) over MCP.
USDA api
This server allow you to ask questions with way more accurate nutrition facts.
TicketLens Experiences MCP
Hosted remote MCP server for destination experiences with public endpoint and POI resolution.
Google Search Console
Read-only MCP server for Google Search Console: search analytics, URL inspection, and sitemaps
Library Docs MCP Server
Search and fetch documentation for popular libraries like Langchain, Llama-Index, and OpenAI using the Serper API, providing updated information for LLMs.
Movie Search Tool
A search tool for movies and TV shows that provides AI clients with validated, playable video links and supports real-time notifications.