Introduction

Invoked is the MCP-native agent tooling workspace for developers — compose MCP tools, orchestrate multi-step agent runs, and ship reusable skills that get smarter over time.

The Invoked desktop app dashboard, showing tool-call, latency, error-rate, and agent-run metrics with a live activity graph, harness activity, and token usage by AI model.

What is Invoked?

Invoked is a native desktop application for macOS, Windows, and Linux that gives you a structured, observable environment for building and running AI agents. You connect surfaces (MCP servers and APIs), compose tools into skills, wire agents together in visual harnesses, watch them reason across multi-step runs, and measure quality with evals — all locally, with full data ownership.

Why Invoked?

Most AI tools give you a chat box. Invoked gives you a workspace.

  • Surfaces — connect any MCP server or API and give agents native access to it
  • The Exchange — a free, curated directory of surfaces, skills, and tools with real performance data
  • Observable runs — see every tool call, model decision, and token in a structured trace timeline
  • Skills — save, version, and share agent behaviors that actually get reused
  • Harnesses — wire agents, guardrails, and outputs together on a visual canvas
  • Model Evals — compare models, prompts, and tool sets side-by-side; Harness Assertions check a harness against pass/fail rules
  • 100% local — your API keys, your data, your machine

Quick start

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