MCP For Claude Marketplace
watsonx Discovery

watsonx Discovery MCP Connector for Claude

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Search and analyze complex data with AI-powered insights on IBM watsonx Discovery — the cognitive search engine.

6 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

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.

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

How it works

  1. Subscribe to this server
  2. Enter your watsonx URL, API Key, and Project ID
  3. Start querying your cognitive data collections through Claude, Cursor, or any MCP-compatible client

No more manual digging through complex IBM Cloud consoles to query your data. Your AI agent becomes your cognitive data scientist.

Who is this for?

  • Enterprise Developers — build grounded AI applications using Discovery's semantic search and ingestion pipelines
  • Knowledge Analysts — quickly surface information from large document repositories and audit NLP enrichments
  • Data Scientists — test and refine DQL queries and monitor data ingestion status through chat
  • Product Teams — implement AI-powered search features and monitor the health of your discovery project
cognitive-searchnlpunstructured-datasemantic-searchtext-analyticsenterprise-search

6 tools expose this connector's capabilities to your AI agent.

get_document_details

Retrieves metadata and status for a specific indexed document

get_component_settings

Retrieves the configuration and health settings for project components

list_discovery_collections

Lists all data collections within the current watsonx Discovery project

list_collection_documents

Lists all documents indexed within a specific collection

list_available_enrichments

g., Sentiment, Entities) are being applied to documents. Lists all enrichments (NLP models) configured for the project

query_discovery_content

Provide a collection ID and the query text. Performs a natural language or DQL query against a discovery collection

See how to talk to your AI agent using watsonx Discovery.

List all my Discovery collections.

I found 3 collections in your project: 'Legal Documents' (ID: col-1), 'Technical Support KB' (ID: col-2), and 'Marketing Research' (ID: col-3). Which one would you like to query?

Search the 'Legal Documents' collection for 'contract termination clauses'.

I found several matches. The most relevant document mentions that termination requires a 30-day written notice and highlights specific liability limitations. Would you like me to pull the full document text?

What enrichments are currently active in my project?

Your project has 4 active NLP enrichments: 1. Sentiment Analysis, 2. Entity Extraction (People, Places, Organizations), 3. Category Classification, and 4. Keyword Extraction. These are applied to all documents during ingestion.

Yes. The `query_discovery_content` tool allows your AI agent to perform natural language queries against your watsonx Discovery collections, returning highly relevant results based on IBM's cognitive search engine.

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