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Bidirectional Bridge

A platform acts as both MCP client and server, creating a two-way intelligence bridge between internal data and external AI agents.

Pattern: Bidirectional Bridge

Summary

An enterprise system acts simultaneously as an MCP client (consuming context from other systems) and an MCP server (exposing its own data to external agents). This creates a two-way intelligence bridge.

Diagram

[External Agent: Salesforce / Copilot]
        ↓ queries
[Platform MCP Server]  ←→  [Platform MCP Gateway]
        ↑ enriches                ↓ queries
[Platform Internal Data]   [External Systems]

When to use

  • Revenue, CRM, and customer intelligence platforms
  • When a platform must both give and receive context
  • When multiple enterprise AI agents need a shared data layer

Real-world reference

Gong's MCP implementation is the clearest public example of this pattern.