Komprise combats ‘MCP bloat’ with a universal interface for AI agents to access enterprise data

What happened

is trying to make life easier for artificial intelligence agents and large language model (the kind of AI system trained on text to produce text)s that leverage the open-source Model Context Protocol to access third-party data. UPDATED 09:00 EDT / SEPTEMBER 29 2026 BIG DATA Komprise combats ‘MCP bloat’ with a universal interface for AI agents (AI that carries out multi-step tasks rather than answering one question) to access enterprise data by Mike Wheatley Big data management company Komprise Inc.

With today’s launch of its new Universal File MCP tool, it’s offering a single interface they can use to query any kind of data source, no matter where it’s located. MCP has become a vital part of the infrastructure ecosystem for AI agents.

First developed by Anthropic PBC, it provides a common standard for agents to connect with third-party data sources and software, so they can enhance their knowledge and utilize tools to take actions on behalf of humans. “AI is overloaded with multiple tool definitions, resulting in lower accuracy and slower performance rather than a productivity boost,” Subramanian said.

Key facts

• First developed by Anthropic PBC, it — provides: a common standard for agents to connect with third-party data sources and software, so they can enhance their knowledge and utilize tools to take actions on behalf of humans