Enterprise AIOrganization: Internal project3 weeks · 2026
Bringing Meta Business Data to AI Assistants via MCP
~30
~30 tools
Across 6 Meta API surfaces
Read-only
Read-only
HTTP semantics enforced at transport layer
6
6 surfaces
Pages, Ads, Instagram, Pixels, Catalogs, WhatsApp
The challenge
AI assistants needed real-time access to Meta Business Manager data — Facebook Pages, Instagram, Ad accounts, Pixels, Catalogs, WhatsApp — without building custom integrations for each surface.
Our approach
We built a read-only MCP server with ~30 Zod-validated tools covering business discovery, ads insights, page analytics, Instagram metrics, pixel diagnostics, and WhatsApp. Rate-limit aware pagination, TTL caching, and system-user tokens with appsecret_proof enforce security.
Technology stack
TypeScriptNode.jsMCP SDKZodMeta Graph APIMeta Marketing APIDocker
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