yandex-search-api
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
README
Yandex Cloud Search API MCP Function
Cloud Function tool for AI Studio MCP Hub. It exposes search_web, calls
Yandex Cloud Search API v2, decodes rawData, and returns compact JSON results.
Deploy
cd search-mcp-deploy
export SEARCH_API_FOLDER_ID="<folder-id>"
export SEARCH_API_API_KEY="<service-account-api-key>"
./deploy_search_mcp.sh
The service account behind the API key needs search-api.webSearch.user on the
folder. By default the function stays private for AI Studio MCP Hub invocation.
Credentials are not stored in this repository; pass them only through
environment variables.
AI Studio MCP Hub
- Tool Type:
Cloud Functions - Server Name:
yandex-search-api - Tool Name:
search_web - Function:
search-api-mcp - Instruction:
Ищи актуальную информацию через Yandex Cloud Search API. На вход принимает query, max_results, search_type, region.
Input
{
"query": "Yandex Cloud Search API",
"max_results": 3,
"search_type": "SEARCH_TYPE_RU",
"region": "225"
}
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
Neon Database
MCP server for interacting with Neon Management API and databases
E2B
Using MCP to run code via e2b.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.