watsonx Discovery MCP Server for Cline 6 tools — connect in under 2 minutes
Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire watsonx Discovery through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.
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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.
Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including watsonx Discovery tool calls without waiting for prompts between steps. Connect 6 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.
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 Cline 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 Cline via MCP
Follow these steps to integrate the watsonx Discovery MCP Server with Cline.
Open Cline MCP Settings
Click the MCP Servers icon in the Cline sidebar panel
Add remote server
Click "Add MCP Server" and paste the configuration above
Enable the server
Toggle the server switch to ON
Start using watsonx Discovery
Ask Cline: "Using watsonx Discovery, help me...". 6 tools available
Why Use Cline with the watsonx Discovery MCP Server
Cline provides unique advantages when paired with watsonx Discovery through the Model Context Protocol.
Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts
Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window
Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation
Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing
watsonx Discovery + Cline Use Cases
Practical scenarios where Cline combined with the watsonx Discovery MCP Server delivers measurable value.
Autonomous feature building: tell Cline to fetch data from watsonx Discovery and scaffold a complete module with types, handlers, and tests
Codebase refactoring: use watsonx Discovery tools to validate live data while Cline restructures your code to match updated schemas
Automated testing: Cline fetches real responses from watsonx Discovery and generates snapshot tests or mocks based on actual payloads
Incident response: query watsonx Discovery for real-time status and let Cline generate hotfix patches based on the findings
watsonx Discovery MCP Tools for Cline (6)
These 6 tools become available when you connect watsonx Discovery to Cline 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 Cline
Ready-to-use prompts you can give your Cline 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 Cline
Common issues when connecting watsonx Discovery to Cline through the Vinkius, and how to resolve them.
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watsonx Discovery + Cline FAQ
Common questions about integrating watsonx Discovery MCP Server with Cline.
How does Cline connect to MCP servers?
Can Cline run MCP tools without approval?
Does Cline support multiple MCP servers at once?
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Connect watsonx Discovery to Cline
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.