watsonx Discovery MCP Server for Windsurf 6 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect watsonx Discovery through the 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 watsonx Discovery and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"watsonx-discovery": {
"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 watsonx Discovery MCP Server
Connect your IBM watsonx Discovery account to any AI agent and harness the power of cognitive search and NLP-driven text analytics through natural conversation.
Windsurf's Cascade agent chains multiple watsonx Discovery tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 6 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Cognitive Search — Perform natural language or Discovery Query Language (DQL) queries against your data collections for high-quality semantic search
- Data Discovery — Browse and list all data collections within your project to retrieve collection and document IDs
- Document Analysis — Retrieve comprehensive metadata, ingestion status, and technical details for specific indexed documents
- NLP Enrichments — List and monitor available enrichments (NLP models) like Sentiment, Entities, and Keywords being applied to your data
- Component Health — Verify project-level configurations, ingestion notices, and health settings for all project components
- Semantic Insights — Surface relevant information and hidden patterns from massive unstructured datasets through simple chat commands
The watsonx Discovery MCP Server exposes 6 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 watsonx Discovery to Windsurf via MCP
Follow these steps to integrate the watsonx Discovery 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 watsonx Discovery
Open Cascade and ask: "Using watsonx Discovery, help me..." — 6 tools available
Why Use Windsurf with the watsonx Discovery MCP Server
Windsurf provides unique advantages when paired with watsonx Discovery 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 6 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
watsonx Discovery + Windsurf Use Cases
Practical scenarios where Windsurf combined with the watsonx Discovery MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from watsonx Discovery and generate models, types, or handlers based on real API responses
Live debugging: query watsonx Discovery tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from watsonx Discovery and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine watsonx Discovery data with Cascade's code generation to scaffold entire features in minutes
watsonx Discovery MCP Tools for Windsurf (6)
These 6 tools become available when you connect watsonx Discovery to Windsurf via MCP:
get_component_settings
Retrieves the configuration and health settings for project components
get_document_details
Retrieves metadata and status for a specific indexed document
list_available_enrichments
g., Sentiment, Entities) are being applied to documents. Lists all enrichments (NLP models) configured for the project
list_collection_documents
Lists all documents indexed within a specific collection
list_discovery_collections
Lists all data collections within the current watsonx Discovery project
query_discovery_content
Provide a collection ID and the query text. Performs a natural language or DQL query against a discovery collection
Example Prompts for watsonx Discovery in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with watsonx Discovery immediately.
"List all my Discovery collections."
"Search the 'Legal Documents' collection for 'contract termination clauses'."
"What enrichments are currently active in my project?"
Troubleshooting watsonx Discovery MCP Server with Windsurf
Common issues when connecting watsonx Discovery to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
watsonx Discovery + Windsurf FAQ
Common questions about integrating watsonx Discovery 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 watsonx Discovery with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Connect watsonx Discovery to Windsurf
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.