Define outcomes
Start from what the agent should accomplish, not every backend function you could expose.
Implementation guide
A builder-focused handbook for shaping tools, choosing transports, testing behavior, and preparing MCP servers for production use.
MCP Server Handbook
An MCP server is a product surface, an integration layer, and a security boundary. Treat it like all three from the start.
Start from what the agent should accomplish, not every backend function you could expose.
Tight arguments make validation easier and reduce ambiguous model behavior.
Compact typed responses are easier to chain, test, and monitor.
State what the tool will not do so the model and human operator know the boundary.
MCP Server Handbook
Use local transports while building and testing. Move to remote transports only when the operational controls are ready.
Best for local workflows, fast iteration, and tightly coupled developer tooling.
Useful when teams need shared tools, but it requires auth, rate limits, and monitoring.
Avoid passing broad credentials into agent-visible tool surfaces.
Treat new tools and tool permissions as production changes.
MCP Server Handbook
Before a server reaches sensitive systems, make sure tool behavior can be constrained and explained.
Inventory tool capabilities, separate read and write operations, and test argument validation with malformed inputs.
Add policy gates, durable logs, and a rollout path that lets teams revoke or narrow tools quickly.
Next step
Ship MCP servers faster, then add enforcement before they reach sensitive tools, customer data, or internal systems.
Sources
The source of truth for concepts and protocol behavior.
Helpful context on protocol design.
Security patterns for tool-rich AI systems.