TinyFish MCP

@TinyFish what's the current status of my account and any recent activity?

Based on your TinyFish account, here's what I found: Your account is active with 3 projects configured. Recent activity shows 12 events logged in the past 7 days, including 5 data syncs and 7 webhook deliveries. Your current plan allows up to 50,000 events per month, and you've used approximately 18% of that quota. The last successful sync occurred 2 hours ago.

This example demonstrates a typical account overview query. Because TinyFish's tool set isn't documented yet, this illustrates a read-only status check — the most common first interaction. OAuth2 scope must include account read permissions. Response times depend on account size and API rate limits.

@TinyFish create a new webhook endpoint for production events and set it to active

I've created a new webhook endpoint in your TinyFish account. The endpoint URL is https://hooks.tinyfish.io/wh_prod_a8f2k9x and it's now active. It will receive all production-level events as they occur. The webhook secret for signature verification has been generated — you'll need to retrieve it from your TinyFish dashboard for security reasons. This endpoint will appear in your webhooks list immediately.

This write operation shows how the MCP can configure infrastructure on your behalf. Side-effect risk: the webhook starts receiving traffic immediately, so ensure your receiving service is ready. Requires OAuth2 scopes for webhook management. Secrets aren't returned in responses for security.

@TinyFish analyze the error patterns from the last 48 hours and suggest what might be causing the spike

I pulled error logs from the past 48 hours and found 47 errors, up from your 7-day average of 8 per day. The pattern shows: 38 errors (81%) are timeout-related, clustered between 2-4 AM UTC. 6 errors are authentication failures from a single IP range. 3 are malformed payload rejections. The timeout spike correlates with your scheduled batch job window — you may need to increase timeout thresholds or stagger the job execution to reduce concurrent load.

This synthesis example pairs TinyFish data retrieval with AI reasoning to surface insights you'd otherwise need to manually correlate. The analysis quality depends on how much historical context the MCP can fetch in one call. Rate limits may restrict lookback windows for high-volume accounts.

When to wait on TinyFish MCP for production workflows

A 3-person startup exploring MCP integrations hits TinyFish in their research. The OAuth2 setup signals enterprise-grade auth, but zero documented tools means the surface area is unclear. If you're evaluating this for a live workflow—customer support, sprint planning, data pulls—you need to see the tool list first. Request a demo or wait for the vendor to publish capabilities. The exception: if TinyFish is solving a niche problem you've already discussed with their team, and they've walked you through the specific actions their MCP exposes, then the OAuth2 flow is actually a plus—it means your tokens stay scoped and revocable. For speculative adoption, bookmark and revisit in 30 days.

TinyFish MCP as a white-label integration candidate

A 6-person agency building a client dashboard considers embedding TinyFish's MCP as a data connector. OAuth2 auth means client credentials stay isolated, which matters when you're reselling access. The missing piece: without a public tool inventory, you can't map TinyFish's actions to your client's needs. If TinyFish is a partner you're already working with—say, they're providing a compliance API or a vertical SaaS feed—this MCP might be the fastest path to Switchy integration. Ask for their OpenAPI spec or tool schema before you commit. If they can't produce it, the MCP isn't ready for a white-label play. If they can, you're looking at 2-3 days of setup instead of 2 weeks of custom webhooks.

Using TinyFish MCP to test a single-vendor hypothesis

A 10-person ops team wants to centralize vendor interactions in Switchy. They already use TinyFish for one workflow—maybe contract generation, maybe data enrichment—and they want to see if the MCP can replace a Zapier chain or a manual Slack routine. The OAuth2 requirement is straightforward if you're already a TinyFish customer; the risk is that the MCP might only expose a subset of what the web UI does. Before you migrate the workflow, run a parallel test: keep the old process live, route one request through the MCP, and compare outputs. If TinyFish's MCP covers your 80% case and the auth refresh works reliably, consolidate. If it's missing a critical action, escalate to TinyFish and ask for a timeline.