Lucidworks Fusion (AI Search & Discovery) MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Lucidworks Fusion (AI Search & Discovery) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="lucidworks_fusion_ai_search_discovery_agent",
instruction=(
"You help users interact with Lucidworks Fusion (AI Search & Discovery) "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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.
Google ADK natively supports Lucidworks Fusion (AI Search & Discovery) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
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 Google ADK 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 Google ADK via MCP
Follow these steps to integrate the Lucidworks Fusion (AI Search & Discovery) MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 10 tools from Lucidworks Fusion (AI Search & Discovery) via MCP
Why Use Google ADK with the Lucidworks Fusion (AI Search & Discovery) MCP Server
Google ADK provides unique advantages when paired with Lucidworks Fusion (AI Search & Discovery) through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Lucidworks Fusion (AI Search & Discovery)
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine Lucidworks Fusion (AI Search & Discovery) tools with BigQuery, Vertex AI, and Cloud Functions
Lucidworks Fusion (AI Search & Discovery) + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Lucidworks Fusion (AI Search & Discovery) MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Lucidworks Fusion (AI Search & Discovery) and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Lucidworks Fusion (AI Search & Discovery) tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Lucidworks Fusion (AI Search & Discovery) regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Lucidworks Fusion (AI Search & Discovery)
Lucidworks Fusion (AI Search & Discovery) MCP Tools for Google ADK (10)
These 10 tools become available when you connect Lucidworks Fusion (AI Search & Discovery) to Google ADK 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 Google ADK
Ready-to-use prompts you can give your Google ADK 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 Google ADK
Common issues when connecting Lucidworks Fusion (AI Search & Discovery) to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkLucidworks Fusion (AI Search & Discovery) + Google ADK FAQ
Common questions about integrating Lucidworks Fusion (AI Search & Discovery) MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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 Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.