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LibreChat Integration#

LibreChat is the current Generative AI runtime for Critical Manufacturing MES. It provides the runtime in which configured AI Agents can use the tools exposed by their associated MCP Servers.

Runtime Synchronization#

Critical Manufacturing MES synchronizes AI Agents, MCP Servers, and their associations with LibreChat. The synchronization runs asynchronously after the relevant definitions are deployed or updated.

After a synchronization completes successfully, the associated MCP Server is available in LibreChat and its tool metadata is updated in MES. The system records runtime metadata, including synchronization status and the most recent tool synchronization.

Configuration Flow#

To make tools available to an AI Agent in LibreChat:

  1. Configure an MCP Server that exposes the required tools.
  2. Associate the MCP Server with a AI Agent.
  3. Configure the prompt behavior through Prompt Configuration.

For system-defined definitions, the required runtime configuration is created during deployment. Do not manually change synchronized tool metadata.

Authentication#

User-defined MCP Servers can use OAuth Client Secret Basic authentication or API key authentication.

For OAuth authentication, configure the required OAuth client and callback URIs in the Security Portal. For API key authentication, configure the API key fields on the MCP Server.

Do not expose API keys or OAuth client secrets in AI Agent or UI Page definitions.