Komprise Universal File MCP
Cut token costs with just the right data across all storage silos.
Answers. Insight. Action.
One unified MCP for any AI to query the Komprise Global Metadatabase with actionable, right-sized answers spanning all storage.
Cut AI Token Costs with one MCP Across All Data Silos
Query file and object data across every storage silo through one interface, with no data movement required.
- Query enterprise NAS, cloud and object storage in your favorite AI tool through a single MCP interface.
- Leverage a consistent, schema to every file from the Global Metadatabase service
- Query tiered and archived data instantly with no rehydration.
Cut MCP Bloat Before It Cuts AI Accuracy
Reduce tool and response bloat so AI agents spend tokens on answers, not noise.
- Cut token waste with one universal MCP across NAS and object storage.
- Filter out irrelevant, outdated, conflicting, and duplicate files powered by Deep Analytics.
- Increase efficiencies with one consistent schema across unstructured data sources.
Want to see a custom MCP demo?
Contact with the Komprise team to unlock unstructured data value.
Stop AI Context Overload with Komprise Progressive Response
Load data only as needed with Komprise intelligent response delivery.
- See actionable metadata first with Transparent File Tables.
- Ingest files automatically only when file contents are needed.
- Filter out noisy, poor-quality ROT data to improve AI accuracy by over 50%.
Expand Unstructured Data Access Without Losing Governance
Scope every response to the requesting user’s existing access permissions.
- Use enriched file metadata with industry, sensitivity, and use-case context extracted by KAPPA data services in the background.
- Initiative a Smart Data Workflow from any result, for sensitive data management, AI ingestion, or a KAPPA data service.
- Exclude sensitive data based on your AI use case.
Dig Deeper
Blog
Q&A: The Power of Unstructured Data and AI
How does it work? Who is it for? Learn more about the asking AI questions and getting secure insights and actions with the Komprise Universal File MCP.
Closer Look
Komprise COO Introduces the Komprise Universal File MCP
Watch this Q&A with Krishna Subramanian, cofounder and COO at Komprise to learn more about what’s new at Komprise.
Demo
Industry and Storage Use Cases in Action
Watch these demos to see what the Komprise Univeral File MCP looks like.
Frequently Asked Questions
What is Komprise Universal File MCP?
Komprise Universal File MCP is a single Model Context Protocol interface that lets AI agents and LLMs query file and object data across enterprise NAS, cloud storage and unstructured data silos. It returns curated, governed responses instead of raw, unbounded file listings, using the Komprise Global Metadatabase for a consistent schema and KAPPA data services for metadata enrichment. From those results, agentic AI can also trigger a Smart Data Workflow, whether for sensitive data management, AI ingestion, or a KAPPA data service.
How does Komprise Universal File MCP reduce MCP bloat?
As more vendors publish their own MCP servers, AI models end up loading a tool definition for every storage system, which slows performance and raises cost. Komprise Universal File MCP replaces that sprawl with one interface and reduces response bloat with progressive disclosure: it loads metadata for summarization first, then pulls full files only when needed, after Deep Analytics has filtered out irrelevant, outdated, conflicting and duplicate data.
How does Komprise Universal File MCP handle security and governance?
Every query runs under the requesting user’s existing access permissions, so a response never includes data that user isn’t authorized to see. Komprise Universal File MCP also audits what data was sent to which AI tool, giving security and compliance teams a record to review.
What storage systems and data does Komprise Universal File MCP work with?
Komprise Universal File MCP works across hybrid file and object storage, including enterprise NAS and cloud storage, and remains available on data that has been tiered or archived using Transparent Move Technology. The Global Metadatabase gives all of this data a consistent schema, regardless of which system currently holds it.
How is Komprise Universal File MCP different from a standard MCP server or API?
A typical MCP server or API exposes raw data access, one connector per storage system, with file and object listings that can run to millions or billions of entries. Komprise Universal File MCP curates the response instead: it enriches metadata with KAPPA data services, filters noise with Deep Analytics and can export results as a queryable Apache Iceberg table using Transparent File Tables. It also goes beyond answering: AI agents can act on the result by triggering a Smart Data Workflow, from sensitive data management to AI data preparation and ingestion.
Ready to See Your Data in a Whole New Way?
Schedule a call with our unstructured data management experts and we’ll review Komprise Intelligent Data Management use cases.
Industry Leaders Trust Komprise
