CRM and Donor-Management Tools

A reference for the donor and contact systems shluchim use, ranked by their AI-integration readiness.

CRM	AI integration	Notes
ChabadOne (Salesforce-backed)	Salesforce MCP works easily	The Chabad default.
Little Green Light (LGL)	API exists; some members pair it with the Nanoclaw agent	A well-regarded CRM for donor management and insight; a $100 credit link has circulated.
Hecher CRM	Native MCP integration	Roughly 80-shliach beta. Voice notes to Whisper to Claude to CRM.
CiviCRM (Chabad Suite)	API; connected to Base44 by one member
Attio	Agent for prospect research and enrichment	Used heavily for prospect research.
MyShul	Built-in AI report bot	Ask for a membership list in plain language and it generates it.
CMS Cloud	Chabad donor management
Hatch.ai	Lubavitch-owned prospect research	Mixed reviews; some prefer "more hatch and less ai."

AI patterns layered on top

• Browser-automation agents (Claude Cowork / Dispatch, Nanoclaw, Manus) work on any CRM with a web UI, though click-bot fragility is real.
• MCP and API integrations are cleaner but require dev work or vendor support.
• Spreadsheet-as-CRM with Gemini's =AI(...) formula is cheap and effective for enrichment passes.
• Voice-note to CRM: Whisper to Claude to the API. See Hecher.

Donor research

• WealthEngine: paid prospect scoring for fundraising.
• Exa Websets (websets.exa.ai): research finds for fundraising, described as good ROI.

Bookkeeping

• QuickBooks is the default; some shluchim use AI to draft entries.
• Kick.co and Booking.ai were rated "underwhelming, like Mint.com."

Open questions

• A shareable CRM template that 200 shluchim could install without each one becoming a security incident: persistently proposed, never shipped.
• A multi-CRM donor view combining LGL, ChabadOne, and bank statements.

Related

• CRM Automation, the full workflow page.
• Fundraising
• Claude
• Vibe Coding, why most "I'll build my own CRM" ends in tears.
• Toolbox