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Govern Every Agent Action Not Just the Output

Full support for agentic workflows multi-step traces, tool call logging, agent-level access control, and Model Context Protocol governance, all enforced at the gateway.

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Portkey AI Agents

Run Agents Safely and Observably in Production

As AI agents take multi-step actions with real-world consequences, Portkey provides the visibility, guardrails, and governance to run them safely at scale.

Multi-Step Agent Tracing

Trace every step of an agentic workflow tool calls, LLM calls, and sub-agent invocations in a unified timeline view linked to cost and latency.

  • Full step-by-step timeline
  • Tool and LLM call traces
  • Sub-agent tracing
  • Linked to cost and tokens

Tool Call Logging

Log every tool invocation with server name, tool, inputs, outputs, latency, and error detail no manual instrumentation needed.

  • Input and output logging
  • Latency per tool call
  • Error and retry tracking
  • Linked to parent agent trace

Agent Access Control

Issue scoped virtual keys to agents. Define which models, tools, and APIs each agent identity can access.

  • Per-agent virtual keys
  • Model and tool scoping
  • Revoke access instantly
  • Usage audit per agent

MCP Support

Full Model Context Protocol support govern every MCP server call your agents make, with tracing and guardrails applied automatically.

  • All MCP servers supported
  • Per-call tracing and logging
  • Guardrails on MCP actions
  • Access control per server

Agent Guardrails

Apply input and output guardrails to agentic workflows stop PII leakage, off-topic actions, and policy violations mid-flight.

  • PII detection on agent I/O
  • Policy violation blocking
  • Configurable guardrail rules
  • Real-time enforcement

Cost Per Agent Identity

Track LLM spend, token usage, and latency broken down by agent ID identify runaway agents before they blow budgets.

  • Cost per agent ID
  • Token usage breakdown
  • Latency per agent
  • Budget alert thresholds

Agents Need More Than Prompts They Need Governance

Prompt engineering alone can't stop an agent from leaking PII, exceeding its budget, or taking unintended actions. Portkey enforces governance at the infrastructure layer on every action, every time.

  • Trace every agent step end-to-end
  • Enforce access control per agent identity
  • Apply guardrails to tool calls and LLM outputs
  • Track cost and latency per agent run
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Portkey AI Agents
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