Algolia Analytics MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Algolia Analytics through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Algolia Analytics and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"algolia-analytics": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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.
Windsurf's Cascade agent chains multiple Algolia Analytics tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
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 Windsurf 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 Windsurf via MCP
Follow these steps to integrate the Algolia Analytics MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Algolia Analytics
Open Cascade and ask: "Using Algolia Analytics, help me...". 10 tools available
Why Use Windsurf with the Algolia Analytics MCP Server
Windsurf provides unique advantages when paired with Algolia Analytics through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Algolia Analytics + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Algolia Analytics MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Algolia Analytics and generate models, types, or handlers based on real API responses
Live debugging: query Algolia Analytics tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Algolia Analytics and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Algolia Analytics data with Cascade's code generation to scaffold entire features in minutes
Algolia Analytics MCP Tools for Windsurf (10)
These 10 tools become available when you connect Algolia Analytics to Windsurf 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 Windsurf
Ready-to-use prompts you can give your Windsurf 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 Windsurf
Common issues when connecting Algolia Analytics to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Algolia Analytics + Windsurf FAQ
Common questions about integrating Algolia Analytics MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Algolia Analytics with your favorite client
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Connect Algolia Analytics to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.