Developers · MCP
WhatsApp Ops,
as tools.
The AfriLoop WhatsApp Ops plugin exposes the ops board to any MCP client: Grok, Cursor and others. Field reports in, issues and digests out, follow-ups drafted for a human to approve.
Endpoint https://mcp.afriloop.ai/mcp
Auth Authorization: Bearer <key>
Transport Streamable HTTP · JSON-RPC
→ tools/list
← 11 tools
→ tools/call field_report_log
{"site":"Sample Site A","asset":"Sample Drill Rig 1",
"type":"breakdown","summary":"Hydraulic hose leak"}
← {"issue":"SAMPLE-ISS-014","possible_duplicate":true}
→ tools/call whatsapp_draft_message
← {"draft":"…","sent":false}The 11 tools
What your AI
can do.
field_report_log
Log a report with required-field checks and duplicate flags.
issues_list_open
Open issues for a tenant or site.
ops_daily_summary
Daily ops summary.
site_daily_digest
Per-site digest.
ops_alert_check
Hydraulic/oil, bits, stock take, tyres, safety alerts.
site_compliance_score
Reporting compliance per site.
incident_open
Open an incident.
incidents_list
List incidents.
moderation_check
Advisory moderation; flags, never deletes.
voice_note_log
Log a transcribed voice note; asks for missing fields.
whatsapp_draft_message
Draft a follow-up; never sends.
Under the hood
Built on xAI.
MODELS
Grok via the xAI API
Tool calling, structured outputs, vision and speech-to-text.
SAFETY
Human in the loop
Drafts only, sample tenant for reviewers, per-tenant data isolation.
DATA
Synthetic demo tenant
Reviewers test against “demo-mining”: all data is synthetic.
Next step
See it on
your site.
Tell us how your teams report today. We will show you the loop running on it.