State of Model Context Protocol in Financial Services 2026
We surveyed senior technical leaders in financial services (CTOs, Principal Engineers, and Directors of AI Platform) to understand where the industry actually stands with MCP adoption. Explore the report for a better understanding of current use cases, obstacles and accountability.
What’s Inside
Financial services firms are bullish on MCP to unlock the value of AI agents, but they are moving cautiously in the absence of guardrails. Security concerns, legacy system complexity, and data quality issues are slowing the path from pilot to production, but leaders are adopting MCP across roles as a competitive advantage.
- More than one-third of financial services are using MCP in production
- Data analysts and scientists (not developers) are the most prominent early adopters of MCP
- Fraud detection and prevention leads a long list of use cases
- SaaS is a no-go; leaders are insisting that deployment be in their private cloud for total control