Lucidworks Fusion (AI Search & Discovery) 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 Lucidworks Fusion (AI Search & Discovery) 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: {
"lucidworks-fusion-ai-search-discovery": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Lucidworks Fusion (AI Search & Discovery) Agent",
instructions:
"You help users interact with Lucidworks Fusion (AI Search & Discovery) " +
"using 10 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Lucidworks Fusion (AI Search & Discovery)?"
);
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 Lucidworks Fusion (AI Search & Discovery) MCP Server
Connect your Lucidworks Fusion instance to any AI agent and take full control of your enterprise search architecture, ML-powered ranking, and data ingestion through natural conversation.
Mastra's agent abstraction provides a clean separation between LLM logic and Lucidworks Fusion (AI Search & Discovery) 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 Orchestration — Execute complex keyword and vector-based queries against specific apps and profiles to retrieve highly relevant documents directly from your agent
- ML Signal Injection — Post user behavior signals (clicks, conversions) to feed Fusion's machine learning models and improve search relevance automatically
- Document Indexing — Sync brand new textual mappings or update existing records in your physical search collections to maintain a fresh data index
- Pipeline Audit — List and inspect query and index profiles to understand exactly how AI models and transformation rules are configured in your routing layers
- Job Monitoring — Track the status of active ML training and data ingestion batch jobs to ensure your search platform is processing data correctly
- Collection Management — Enumerate underlying search indices and physical shards to audit data distribution and system health across your Fusion tenant
The Lucidworks Fusion (AI Search & Discovery) 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 Lucidworks Fusion (AI Search & Discovery) to Mastra AI via MCP
Follow these steps to integrate the Lucidworks Fusion (AI Search & Discovery) 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 Lucidworks Fusion (AI Search & Discovery) via MCP
Why Use Mastra AI with the Lucidworks Fusion (AI Search & Discovery) MCP Server
Mastra AI provides unique advantages when paired with Lucidworks Fusion (AI Search & Discovery) through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Lucidworks Fusion (AI Search & Discovery) 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 Lucidworks Fusion (AI Search & Discovery) 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
Lucidworks Fusion (AI Search & Discovery) + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Lucidworks Fusion (AI Search & Discovery) MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Lucidworks Fusion (AI Search & Discovery), process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Lucidworks Fusion (AI Search & Discovery) as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Lucidworks Fusion (AI Search & Discovery) on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Lucidworks Fusion (AI Search & Discovery) tools alongside other MCP servers
Lucidworks Fusion (AI Search & Discovery) MCP Tools for Mastra AI (10)
These 10 tools become available when you connect Lucidworks Fusion (AI Search & Discovery) to Mastra AI via MCP:
lw.index_documents
Irreversibly vaporize explicit validations extracting rich Churn flags
lw.list_collections
Enumerate explicitly attached structured rules exporting active Billing
lw.list_index_profiles
Identify precise active arrays spanning native Hold parsing
lw.list_jobs
Identify precise active arrays spanning native Gateway auth
lw.list_query_profiles
Dispatch an automated validation check routing explicit Gateway history
lw.post_custom_query
` parsing deeply custom JSON logic mapping overriding Solr vectors natively. Inspect deep internal arrays mitigating specific Plan Math
lw.post_signal
Retrieve explicit Cloud logging tracing explicit Vault limits
lw.query_filtered
Perform structural extraction of properties driving active Account logic
lw.query_search
/query` resolving precise AI vector rules matching strict profile logics. Identify bounded CRM records inside the Headless Lucidworks Platform
lw.query_sorted
g "date desc"). Provision a highly-available JSON Payload generating hard Customer bindings
Example Prompts for Lucidworks Fusion (AI Search & Discovery) in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Lucidworks Fusion (AI Search & Discovery) immediately.
"Search the 'Support' app for 'password reset' using the 'default' profile"
"List all active ML training jobs for the 'Commerce' application"
"Post a signal: user clicked on doc ID 'doc-987' in the 'Support' app"
Troubleshooting Lucidworks Fusion (AI Search & Discovery) MCP Server with Mastra AI
Common issues when connecting Lucidworks Fusion (AI Search & Discovery) to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpLucidworks Fusion (AI Search & Discovery) + Mastra AI FAQ
Common questions about integrating Lucidworks Fusion (AI Search & Discovery) 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 Lucidworks Fusion (AI Search & Discovery) 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.
AI-first code editor with integrated LLM-powered coding assistance.
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 Lucidworks Fusion (AI Search & Discovery) to Mastra AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.