open-ai-sales-agent

The open-ai-sales-agent repository is an umbrella project for an AI sales agent that covers lead generation, ad-based prospecting, LinkedIn outreach, company enrichment, and email verification. It is part of Open Business Agents, described as an open ecosystem of specialized AI agents for real business work. The agent turns an ideal-customer-profile description into a verified, enriched prospect list and drafts outreach to reach them, without hand-operating a separate tool for each step.

The repository includes five sub-agents: Lead Generation, Ad-Based Prospecting, LinkedIn Outreach, Company Enrichment, and Email Verification. Each sub-agent has a SKILL.md file that is model- and runtime-agnostic, written in plain Markdown, and can be used with any LLM agent. The agent relies on Muapi APIs such as company.enrich, people.search, email.verify, outreach.draft_message, and ads.ad_library_search. Some sub-agents are read-only, while LinkedIn Outreach requires approval to publish and never sends messages automatically.

As of 2026-09-09, four sub-agents are tested: company.enrich, people.search, and email.verify are live on Muapi's production API, and LinkedIn Outreach's drafting step is agent-side. Ad-Based Prospecting is a blueprint added on 2026-09-10, with only its Meta leg confirmed working. A 2026-09-17 addition references additional APIs that are code-complete server-side but not yet live on Muapi's production API.