AI agents that help you find leads and research prospects
AI agents for lead finding pull business contacts from Google Maps, LinkedIn, and other websites, research each prospect, and in some cases write and send the cold emails that follow. The 12 agents listed here are mostly self-hosted apps and connectors that work with Claude or ChatGPT, and 8 are free and open source. Only 1 adds to an AI app you already use, and most of the rest start with a guided command-line setup.
Ranks for week 44 (Oct 26 to Nov 1, 2026). Data as of Nov 2, 2026.
In short
- Gaining the most momentum this week: Harvey, treg, and Apify MCP server.
- Easiest to start with (nothing to install, or adds to an AI app you already use): Apify MCP server.
- #1
Harvey
Harvey is an agent app that finds prospects, writes and sends cold emails, and books meetings for small businesses, using your existing Claude or ChatGPT subscription.
- #2
treg
treg is a registry that gives AI agents one token and one base URL to call many paid data and media tools, billed per call, for teams that do not want separate vendor accounts.
- #3
Apify MCP server
Apify MCP server is a connector that lets AI agents scrape websites and pull data from social media, maps, and online stores for businesses and researchers.
- #4
Google Maps Scraper Kit
Google Maps Scraper Kit is a free local tool that exports business leads from Google Maps to CSV for outreach.
- #5
Franco
Franco is an agent app that runs outbound sales emails for businesses, using a Claude Code or Codex subscription, so no separate model bill.
- #6
Google Maps Scraper
Google Maps Scraper is a skill that collects business leads from Google Maps for sales and research.
- #7
linkedin-mcp-server
linkedin-mcp-server is an MCP server that gives AI apps like Claude access to LinkedIn profiles, companies, jobs, and messages for research and outreach.
- #8
crm
CRM is an open source customer database that runs its own research agent to find and record facts about contacts and companies for sales teams.
- #9
OpenOutreach
OpenOutreach is a self-hosted agent that finds B2B leads matching your product, explains why each fits, and emails them for you.
- #10
TrendRadar
TrendRadar is a self-hosted news monitor that gathers trending topics and RSS feeds, filters them with AI, and pushes summaries to your phone for people tracking public opinion.
- #11
Huginn
Huginn is a self-hosted agent system that watches websites, feeds, and events and acts on them for you.
-
xiaobei
xiaobei is an agent app that handles social media content, customer leads, and customer chat for small businesses, controlled through WeChat.
What these agents do
- Exporting local business leads from Google Maps to a CSV file
- Pulling LinkedIn profiles and company pages into Claude for prospect research
- Recording researched facts about contacts and companies in a customer database
- Writing and sending cold emails, then booking meetings with prospects who reply
- Watching websites and news feeds for signals worth contacting a prospect about
What to check before choosing one
- Check whether it only collects leads or also sends cold emails on your behalf without your approval.
- Confirm which sources it pulls leads from, such as Google Maps, LinkedIn, or any website you point it at.
- Check if it runs on your existing Claude or ChatGPT subscription or bills you per call or search.
- Check how leads come out, as a CSV file or saved straight into a customer database you already use.