AgentForAll – Dead-simple search & summarize agent

Let non-programmers use Codex/Claude-style search and local document analysis

Problem

A developer's friend asked for something like Codex/Claude Code that searches the web and summarizes, plus analyzes local files — but the friend is not a programmer and won't install Codex, wire up MCP, and watch a terminal. The developer didn't want to test tools one by one, showing a gap for a ready-to-use agent client for non-devs.

Solution

A desktop or web app with built-in web search and local file parsing. Users pick a folder, ask a question, and get a summarized answer with cited sources. The backend handles search source selection, file format parsing, and result formatting — no API keys, terminals, or config files exposed.

Users

Non-programmer knowledge workers: teachers, lawyers, marketers, research assistants who need search and summarization but won't use a CLI agent.

MVP

Desktop app that analyzes a local folder via chat; one built-in web search plugin; answers with cited sources; one-click Markdown/PDF export; simple UI with a no-config default model.

Revenue

Free tier with query limits; Pro subscription at $12/month (higher limits, more file formats, export templates).

Why now

Coding agent capabilities are spilling into non-programmer workflows, but tooling remains CLI-centric. A stripped-down entry point can capture this spillover and an indie dev can start with just a wrapper layer.