Connect an agent to a read-only internal tool
In this article (3 sections)
A read-only tool is a useful first integration because it tests schema, identity, authorization and output validation without permitting state changes.
Restrict the catalogue
The integration lab enables only get_order.
from integration_cases import read_only_tool_case
result = read_only_tool_case()
assert result["enabled"] == ["get_order"]
assert result["call_valid"] is True
assert result["write_tool_enabled"] is False
assert result["agent_executed"] is FalseDefine a narrow input schema and stable response/error contract. Authenticate the user, derive tenant and check scope before reading. Validate tool output before it enters model context. Apply timeouts, pagination, rate limits and metadata-only audits.
The prompt cannot grant authority. Retrieved content and tool output remain untrusted data. Test cross-tenant IDs, injected instructions, schema drift and provider outage. Keep write capability in a separate reviewed design.
The FDE for Freshers course builds toward MCP and agent systems after safe API foundations.
Exercise
Wrap a local order repository in one typed read tool. Prove unauthorized tenant access fails before lookup and no write function is discoverable.
Continue learning
This article is part of the FDE integration and deployment foundations sequence. Use the neighbouring tasks when you need the prerequisite or the next application.
- Review the prerequisite or neighbouring task in Build a small retrieval service with cited results.
- Continue with Write a deployment rollback procedure.
Reference: MCP security best practices.
Pankit Kumar has 10 years in Data Science & AI, building and shipping production systems in regulated pharma and clinical environments. He is a freelance trainer at Boston Institute of Analytics, AnalytixLabs and Scaler, and has taught this material to thousands of working professionals.
This article is part of our FDE for Freshers programme — 6–7 months. Build your engineering foundations, then take AI from discovery to delivery.
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