Algolia Analytics MCP Server for Mastra AI 10 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Algolia Analytics through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
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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: {
"algolia-analytics": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Algolia Analytics Agent",
instructions:
"You help users interact with Algolia Analytics " +
"using 10 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Algolia Analytics?"
);
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 Algolia Analytics MCP Server
Connect your Algolia application to your AI agent to unlock professional search performance orchestration and data intelligence. From monitoring real-time Click-Through Rates (CTR) and Conversion Rates (CR) to auditing top searches without results and analyzing AB test performance, your agent handles your search strategy through natural conversation.
Mastra's agent abstraction provides a clean separation between LLM logic and Algolia Analytics tool infrastructure. Connect 10 tools through 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
- Search Performance Auditing — Retrieve granular metrics for CTR, average click position, and conversion rates across your indices
- Term Discovery — List top searches, recent queries, and terms that returned zero results to identify content gaps
- User Intelligence — Monitor unique user counts and filter performance to understand your audience's behavior
- AB Test Monitoring — List and audit active and historical AB tests to ensure your search optimizations are effective
- Insights Automation — Quickly identify search trends or filter performance bottlenecks directly from your chat interface
The Algolia Analytics MCP Server exposes 10 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 Algolia Analytics to Mastra AI via MCP
Follow these steps to integrate the Algolia Analytics 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 10 tools from Algolia Analytics via MCP
Why Use Mastra AI with the Algolia Analytics MCP Server
Mastra AI provides unique advantages when paired with Algolia Analytics through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Algolia Analytics 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 Algolia Analytics 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
Algolia Analytics + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Algolia Analytics MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Algolia Analytics, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Algolia Analytics as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Algolia Analytics on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Algolia Analytics tools alongside other MCP servers
Algolia Analytics MCP Tools for Mastra AI (10)
These 10 tools become available when you connect Algolia Analytics to Mastra AI via MCP:
get_average_click_position
Get average click rank
get_click_through_rate
Get search CTR
get_conversion_rate
Get search conversion rate
get_unique_users_count
Count search users
list_ab_tests
List AB testing status
list_no_click_searches
List ignored searches
list_no_result_searches
List failed searches
list_recent_searches
List latest queries
list_top_filters
List popular filters
list_top_searches
List most popular terms
Example Prompts for Algolia Analytics in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Algolia Analytics immediately.
"Show me the Click-Through Rate (CTR) for my 'Products' index for the last 30 days."
"List the top 10 searches that returned no results yesterday."
"Show the results of my active AB tests."
Troubleshooting Algolia Analytics MCP Server with Mastra AI
Common issues when connecting Algolia Analytics to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpAlgolia Analytics + Mastra AI FAQ
Common questions about integrating Algolia Analytics 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 Algolia Analytics with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Google's framework for building production AI agents.
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TypeScript toolkit for building AI-powered web applications.
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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 Algolia Analytics to Mastra AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.