#Unstructured Data MCP Servers

Query and manage RAG pipelines via LlamaIndex. Execute natural language searches, audit indexed files, and monitor data pipelines.

Manage Astra DB collections, documents, and perform vector similarity searches via DataStax directly from your AI agent.

Equip your AI to trigger custom autonomous agents, execute chained prompts, and manage unstructured knowledge datasets directly within your Relevance AI studio.

Process and transform complex unstructured data into AI-ready inputs by managing sources, destinations, and workflows directly from your AI agent.

Automate data extraction via Extracta. Process documents into structured JSON, handle AI classification, and audit extraction history directly from any AI agent.

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

Extract structured data from emails and PDFs automatically with AI-powered parsing templates that learn from your documents.

AI data extraction orchestration. Parse PDFs, emails, and images into structured data via AI.

Empower your AI agents to build knowledge graphs, append daily notes, and save weblinks directly into your Capacities spaces.

Build knowledge graphs from unstructured data. Ingest text, extract entities and relationships, and search with graph-aware AI reasoning.