Coalesce MCP Server for Windsurf 8 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Coalesce through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Coalesce and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"coalesce": {
"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 Coalesce MCP Server
Connect your AI to Coalesce, the data transformation platform built for Snowflake with a column-aware approach.
Windsurf's Cascade agent chains multiple Coalesce tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 8 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Environment Management — List all environments in your Coalesce organization and inspect their configurations.
- Job Monitoring — Check the status of the last run for any environment and view execution logs.
- Trigger Transformations — Start transformation jobs on demand with optional node selectors to target specific pipelines.
The Coalesce MCP Server exposes 8 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 Coalesce to Windsurf via MCP
Follow these steps to integrate the Coalesce 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 Coalesce
Open Cascade and ask: "Using Coalesce, help me...". 8 tools available
Why Use Windsurf with the Coalesce MCP Server
Windsurf provides unique advantages when paired with Coalesce 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 8 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Coalesce + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Coalesce MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Coalesce and generate models, types, or handlers based on real API responses
Live debugging: query Coalesce tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Coalesce and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Coalesce data with Cascade's code generation to scaffold entire features in minutes
Coalesce MCP Tools for Windsurf (8)
These 8 tools become available when you connect Coalesce to Windsurf via MCP:
get_environment
Retrieve detailed information about a specific environment
get_job_details
Retrieve detailed information about a specific job
get_run_status
Check the current status and progress of a triggered run
list_environments
Retrieve all environments configured in your Coalesce organization
list_jobs
Retrieve a list of jobs, optionally filtered by environment
list_nodes
Retrieve metadata about transformation nodes in a specific environment
trigger_job
Trigger a specific job in an environment
trigger_run
Trigger a new run for a specific environment and optionally a job
Example Prompts for Coalesce in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Coalesce immediately.
"Show me all environments in my Coalesce organization."
"Trigger job 'job-yyyy' in environment 'env-xxxx'."
"What is the status of the ongoing production data pipeline?"
Troubleshooting Coalesce MCP Server with Windsurf
Common issues when connecting Coalesce to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Coalesce + Windsurf FAQ
Common questions about integrating Coalesce 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 Coalesce with your favorite client
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Connect Coalesce to Windsurf
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.