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Hi,
I’m a software developer using Pipedream Connect and ran into an issue with the Facebook Graph API integration.
I followed the setup steps in the integration window: created a Meta app, configured Facebook Login for Business, added the OAuth redirect URL, provided the App ID / App Secret, and added the relevant permissions, including ads-related scopes.
When I click “Integrate,” the OAuth flow completes successfully, permissions are granted, and the MCP shows as connected. However, after the connection is established, there don’t appear to be any tools available for my agent to call.
At first I assumed this was a token or permissions issue, but my current understanding is that MCP tools are generated from Pipedream’s available action components for each app. For facebook_graph_api, it looks like there may currently be zero action components available, which would explain why the MCP connects successfully but exposes no callable tools.
The behavior I observed was essentially:
facebook_graph_api registered 0 tool(s)
Could you confirm whether this is expected behavior today? If so, is support for Facebook Graph API actions planned, or should users generally rely on facebook_pages / instagram_business for Facebook and Instagram workflows instead?
Overall, I’ve been impressed with the platform and appreciate the work the team is doing. I’d appreciate any guidance on how to get the Facebook Graph API MCP working so I can leverage the permissions that were granted.