Summary
In the age of AI, context is currency. The Model Context Protocol (MCP) acts as a secure, intelligent ATM for enterprise data, enabling tools, agents, and models to access contextual information on demand while ensuring governance, traceability, and monetization.
MCP = “My Currency Protocol” for Productivity
My: Tailored to enterprise-specific data, policies, and workflows
Currency: Context becomes a valuable asset, fueling AI tools and decisions
Protocol: A standardized, secure interface for accessing and exchanging context
Productivity: Every tool, agent, or model becomes smarter, faster, and more aligned with enterprise goals
ATM - Agentic Tools Machine
Why MCP Matters
✅ Centralized Context Management
Host and manage enterprise knowledge in one place structured, unstructured, real-time.
✅ Metered Access & Monetization
Track and charge for every context access, enabling cost control and value realization.
✅ Tool-Agnostic Interoperability
Serve context to any AI tool, LLM, or agent internal or external.
✅ Security & Compliance Built-In
Audit trails, access controls, and policy enforcement at every touchpoint.
Use Case Examples
- AI Agents: Retrieve customer history, product data, or policy rules in real time
- LLMs: Ground responses in enterprise specific knowledge
- Dashboards: Pull live context for decision making
- Third-Party Tools: Pay-per-access to enterprise context via secure MCP tools or APIs
Thanks
Sreeni Ramadorai
Top comments (2)
Sreeni,
That image explaining the analogy is awesome. :)
Thank you Sir
All his vibrations ..