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Notes from the MCP era

Product updates, implementation guides, and ideas for shipping Model Context Protocol servers faster.

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Product·Oct 9, 2026

Stateless connectors: a practical playbook for secure, auditable agent integrations

Agent integrations become hard to secure and explain when every request depends on hidden session state, broad credentials, and ad hoc execution paths. Stateless connectors...

stateless connectorsmodel context protocolagent security

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Engineering·Sep 22, 2026

Hardening connector endpoints: protecting sensitive context and access for Model Context Protocol deployments

Connector endpoints can turn a useful Model Context Protocol (MCP) deployment into a path to sensitive context, privileged tools, and reusable credentials if authorization,...

MCPconnector securityoauth

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Engineering·Sep 8, 2026

Hardening control planes against token leakage in large language model toolchains

Large language model toolchains increasingly act as operational control planes. They route requests, select tools, request authorization, hold state, call external services, and...

token securitycontrol planesLLM toolchains

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