Why MCP Servers Are the Missing Link for Scaling AI in Asset Management
Summary
Model Context Protocol (MCP) servers are fast becoming essential infrastructure for AI in asset management. As firms scale beyond pilots into agentic workflows, MCP provides the critical interoperability, context, and workflow standardization needed to connect LLMs to financial data, tools, and systems — unlocking enterprise-wide AI adoption and competitive advantage.
Eashwar Viswanathan
Eashwar leads product management for the institutional asset management segment at Arcesium.
Sources:
[i] Association of Alternative Investment Managers, September 16, 2025. https://www.aima.org/article/press-release-front-office-gen-ai-adoption-shifts-from-if-to-when-for-leading-fund-managers-aima-research-finds.html
[ii] Partha Pratim Ray. A Review on Agent-to-Agent Protocol: Concept, State-of-the-art, Challenges and Future Directions, May 01, 2025. https://www.techrxiv.org/doi/full/10.36227/techrxiv.174612014.42157096
[iii] Boston Consulting Group, August 1, 2025. https://www.bcg.com/publications/2025/put-ai-to-work-faster-using-model-context-protocol
[iv] DEV, October 3, 2024. https://dev.to/keploy/the-history-of-apis-evolution-of-application-programming-interfaces-55p2
