DEV Community: 刘欢

Scheduling lead research and outreach with a desktop AI agent (aiFetchly)

刘欢 — Sun, 13 Sep 2026 01:13:37 +0000

One-off AI chats don’t run tomorrow’s lead pull or next week’s follow-up sequence.

aiFetchly is an open-source local-first desktop AI agent with a Task Scheduler that can run cron jobs, dependency chains, and reviewable workflows for research and outreach on Windows, macOS, and Linux.

Workflow pieces

Multi-engine lead research and Local Business Finder (Google/Yandex Maps)
Knowledge Library (RAG) for grounded email drafts
SMTP outreach campaigns with filters and dedupe
Cron + dependency scheduling with pause/resume and history
Plugins, MCP tools, skills, and subagents behind permission gates

Building a local Knowledge Library into a desktop AI agent (aiFetchly)

刘欢 — Sun, 13 Sep 2026 01:11:38 +0000

Generic chatbots draft copy. They rarely know your brochure, pricing PDF, or support FAQ unless you paste it every time.

aiFetchly is an open-source desktop AI agent with a local Knowledge Library that uses RAG so drafts and answers can pull from your own documents (PDF, Word, HTML) on Windows, macOS, and Linux.

What that unlocks

Grounded email and report drafts from your files
Marketing assistant chat that references your library
Pairing with lead research, Local Business Finder, SMTP outreach, and scheduled workflows
Permission-gated tools, plugins, MCP, and subagents so automation stays reviewable

Docs & product

Knowledge Library guide: https://docs.aifetchly.com/docs/ai-outreach/knowledge-library
Features: https://www.aifetchly.com/features
Task scheduling: https://docs.aifetchly.com/docs/automation/task-scheduling
GitHub: https://github.com/robertzengcn/aiFetchly

If you use local RAG for outreach (not only coding), tell me what file types matter most.

aiFetchly — a local-first desktop AI agent for lead gen, research, and outreach

刘欢 — Sun, 13 Sep 2026 00:26:51 +0000

Most marketing AI tools live in a browser tab and forget your files the moment you close the chat.

aiFetchly is an open-source, local-first desktop AI agent (Windows, macOS, Linux) built for business research, document-grounded drafting, lead organization, and scheduled outreach — with permission-gated tools you can review.

What it does

Tool-using AI chat with transcripts and permission controls
Knowledge Library (RAG) — ground emails and reports in your own PDFs, Word docs, and HTML
Lead generation across search engines plus a Local Business Finder (Google Maps / Yandex Maps) with CSV/JSON export
AI email writing and SMTP outreach campaigns (your server, filters, dedupe)
Task scheduler — cron, dependencies, pause/resume, execution history
Extensibility — skills, plugins, MCP tools, and specialist subagents

Why local-first matters

Keeping a business Knowledge Library and task history on the desktop makes recurring ops work reviewable: you see which tools ran, what was drafted, and what still needs human approval before anything is sent.

Try it

Features overview: https://www.aifetchly.com/features
Lead generation docs: https://docs.aifetchly.com/docs/category/lead-generation
Installation: https://docs.aifetchly.com/docs/getting-started/installation
Source: https://github.com/robertzengcn/aiFetchly

Feedback from folks building local agents for non-coding workflows is very welcome.