Elastic Enterprise Search MCP Server for Mastra AI 6 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Elastic Enterprise Search through the Vinkius and Mastra agents discover all tools automatically — type-safe, streaming-ready, and deployable anywhere Node.js runs.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token — get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"elastic-enterprise-search": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Elastic Enterprise Search Agent",
instructions:
"You help users interact with Elastic Enterprise Search " +
"using 6 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Elastic Enterprise Search?"
);
console.log(result.text);
}
main();
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Elastic Enterprise Search MCP Server
Connect your Elastic Enterprise Search deployment to any AI agent and take full control of your application search engines and workplace discovery through natural conversation.
Mastra's agent abstraction provides a clean separation between LLM logic and Elastic Enterprise Search tool infrastructure. Connect 6 tools through the Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution — deployable to any Node.js host in one command.
What you can do
- Engine Orchestration — Iterate through explicit engine containers managing logical indexing schemas and search spaces completely
- Search & Discovery — Resolve semantic or literal queries enforcing deep contextual matches against structured enterprise scopes seamlessly
- Document Indexing — Command explicit bulk payload ingestions triggering native pipeline mappings to store and update document collections synchronously
- Metadata Inspection — Analyze specific global bounds fetching discrete index layouts and extracting linguistic configuration nodes cleanly
- Analytics Auditing — Generate precise internal metric tracking isolating usage insights and calculating exact click log data to monitor performance
- Catalog Retrieval — Extract explicitly attached REST arrays mapping exact document payloads fetching physical raw records flawlessly
The Elastic Enterprise Search MCP Server exposes 6 tools through the Vinkius. Connect it to Mastra AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Elastic Enterprise Search to Mastra AI via MCP
Follow these steps to integrate the Elastic Enterprise Search MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 6 tools from Elastic Enterprise Search via MCP
Why Use Mastra AI with the Elastic Enterprise Search MCP Server
Mastra AI provides unique advantages when paired with Elastic Enterprise Search through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure — add Elastic Enterprise Search without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every Elastic Enterprise Search tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host — Vercel, Railway, Fly.io, or your own infrastructure
Elastic Enterprise Search + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Elastic Enterprise Search MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Elastic Enterprise Search, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Elastic Enterprise Search as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Elastic Enterprise Search on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Elastic Enterprise Search tools alongside other MCP servers
Elastic Enterprise Search MCP Tools for Mastra AI (6)
These 6 tools become available when you connect Elastic Enterprise Search to Mastra AI via MCP:
analytics
Get search analytics
get_engine
Get engine
index_documents
Index newly created JSON documents targeting specific schemas
list_documents
List indexed documents in an engine
list_engines
List engines
search
Search documents within an engine
Example Prompts for Elastic Enterprise Search in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Elastic Enterprise Search immediately.
"List all search engines in my Elastic deployment"
"Search for 'api integration' in engine 'help-center-docs'"
"Show me search analytics for engine 'e-commerce-products'"
Troubleshooting Elastic Enterprise Search MCP Server with Mastra AI
Common issues when connecting Elastic Enterprise Search to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpElastic Enterprise Search + Mastra AI FAQ
Common questions about integrating Elastic Enterprise Search MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect Elastic Enterprise Search with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Elastic Enterprise Search to Mastra AI
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.