Definition
An AI agent in 2026 is an LLM (usually a frontier model like Claude/GPT/DeepSeek/Qwen) wired to a set of callable tools (search, extract, code, send-email, etc.) with a state mechanism (turn history, scratchpad, vector memory) and a goal (a user task or a recurring trigger), distinct from a chatbot (no tools), a scripted bot (no LLM reasoning), or a pure RAG pipeline (no agency over which tool to call next).
In Depth
The 2024 hype-era definition was looser; by 2026 the working definition tightened around three components: (1) tool surface — what the agent can actually do (HTTP, code execution, browser, MCP servers); (2) state — what it remembers across turns or runs; (3) goal — the trigger and termination criterion. An r/workautomationAIAgent post asked the question literally — 'what exactly is an AI agent?' — reflecting that the term remains overloaded. Scavio fits the tool-surface slot: it gives an agent multi-platform search and extract under one MCP server, so the agent doesn't have to wire 5+ vendor integrations to do basic web lookups.
Example Usage
A daily news agent: trigger (cron 9am), goal (summarize top 5 AI news stories), tool surface (Scavio search + LLM completion + Slack send), state (last 7 days of stories sent, to dedupe). All three components present = real agent. Drop state and it's a script. Drop tools and it's a chatbot.
Platforms
AI Agent (2026 Definition) is relevant across the following platforms, all accessible through Scavio's unified API:
Related Terms
Browser Automation Agent
A browser automation agent is an AI agent that drives a real or headless browser (typically Playwright, Puppeteer, or a ...
Compliance Monitoring Agent
A compliance monitoring agent is an AI agent that runs daily queries across regulatory sources (EU AI Act, GDPR, HIPAA, ...
AI Agent Tool Routing
AI agent tool routing is the prompt logic and naming convention that decides which of the agent's available tools gets c...