The v2 example used MultiMCPTools(allow_partial_failure=True). Both the class and its partial-failure option were removed in Agno v3.
Use one MCPTools instance per server. Connect required servers normally. Handle optional server connection failures in application code, then pass only connected instances to the agent.
Decide which servers are optional before suppressing a connection error. Log every skipped server so a degraded run remains visible.
Developer Resources
