Does Scrunch have MCP access?

Yes. Scrunch documents a hosted OAuth MCP for any Scrunch plan, with live analysis, configuration, and Agent Traffic operations subject to the user's existing permissions and published limits.

Can Scrunch export to Looker Studio or Data Studio?

Scrunch documents a private Data Studio connector with multi-brand templates for Agency and Enterprise organization administrators. It is not listed in the public connector gallery.

Can Scrunch send data to Snowflake or BigQuery?

Scrunch publishes a Responses API loading pattern for BigQuery, Snowflake, Redshift, and Databricks. The buyer owns the incremental extraction and upsert pipeline, and needs API entitlement.

Are Scrunch webhooks general purpose?

The public developer index confirms callbacks for pipeline-stage completion, not a complete general event-notification catalog. Confirm required event types and delivery behavior before relying on webhooks for operations.

Scrunch integrations: API, MCP, exports, BI and webhooks

Quick answer

Which Scrunch integrations are documented, and what can each one actually do?

Scrunch has a substantial integration surface: aggregate and raw-response APIs, a hosted OAuth MCP, CSV, Excel and PDF exports, a private Data Studio connector, GA4 referrals, Agent Traffic ingestion, and documented warehouse-loading patterns. The Data API is listed on Enterprise, while MCP is documented for any Scrunch plan. Public webhook documentation is narrower, covering pipeline-stage callbacks rather than a full event catalog. Buyers should map direction, data depth, history, and entitlement before implementation.

Published by Trakkr. Sources checked 2026-08-25.

Evidence: Scrunch developer documentation index, Scrunch API products and operation, Scrunch pricing and plan comparison, Scrunch hosted MCP overview, Scrunch data export options, Using Scrunch Data Studio templates, Connect AI Referrals to Google Analytics, Supported CDN integrations for Agent Traffic, Load Scrunch data into a data martVerification: partially verified. The public index confirms a narrow callback use case. Buyers needing arbitrary alerts should request the supported event catalog.

Key facts and evidence

Data API gate: Enterprise on the current pricing pageEvidence: Scrunch pricing and plan comparison
MCP entitlement: Documented for any Scrunch plan with account permissions appliedEvidence: Scrunch hosted MCP overview
API history: Latest 90 days for aggregate Query and raw Responses APIsEvidence: Does Scrunch show change over time, Scrunch API products and operation
Data Studio: Private connector for Agency and Enterprise organization adminsEvidence: Using Scrunch Data Studio templates
Webhooks: Pipeline-stage completion callbacks publicly documentedEvidence: Scrunch developer documentation indexVerification: partially verified. The public index confirms a narrow callback use case. Buyers needing arbitrary alerts should request the supported event catalog.

Which Scrunch integration path fits the job?

Which Scrunch integration path fits the job?
Integration path	Documented use	Access or limit	Best buyer fit
Query and Responses APIs	Aggregate metrics and raw answer-level records for analysis and pipelines	Data API is listed on Enterprise; public API history is 90 days	Teams building a governed warehouse or custom BI modelEvidence: Scrunch developer documentation index, Scrunch API products and operation, Scrunch pricing and plan comparison, Does Scrunch show change over time
Hosted MCP	Live analysis, configuration operations, and Agent Traffic in compatible AI clients	Any Scrunch plan; 1,000 items per request and incomplete page-audit coverage	Analysts and agents that need conversational read and controlled write accessEvidence: Scrunch hosted MCP overview
Exports	CSV or Excel tables, PDF reports, and scheduled API pulls	Static files lose live permissions and API scheduling still needs entitlement	Ad hoc sharing, audit snapshots, and simple offline analysisEvidence: Scrunch data export options, Scrunch pricing and plan comparison
Data Studio	Private multi-brand templates for visibility and Agent Traffic reporting	Agency or Enterprise admins; connector is not in the public gallery	Agencies and enterprise teams standardizing client dashboardsEvidence: Using Scrunch Data Studio templates
Traffic and referral inputs	GA4 referrals plus CDN, host, WordPress, and custom Agent Traffic ingestion	Each brand connection and site environment must be configured	Teams joining visibility with visits, sessions, conversions, and AI bot activityEvidence: Connect AI Referrals to Google Analytics, Supported CDN integrations for Agent Traffic
Webhooks	Callbacks when documented processing pipeline stages complete	No public general-purpose event catalog was found	Engineering workflows tied to Scrunch pipeline completionEvidence: Scrunch developer documentation indexVerification: partially verified. The public index confirms a narrow callback use case. Buyers needing arbitrary alerts should request the supported event catalog.

Checked 25 August 2026. Direction matters: some connections bring analytics or logs into Scrunch, while APIs, exports, Data Studio, MCP, and webhooks move or expose Scrunch data elsewhere.

What can the Scrunch API return, and how much history is available?

Scrunch documents aggregate Query data and raw Responses, plus APIs for Agent Traffic, AI Referrals, audits, signals, sitemaps, AXP rendering, deployment, and configuration. The raw path includes response-level material suitable for a data mart.

The public history window for Query and Responses is 90 days. Scrunch publishes an incremental loading pattern for BigQuery, Snowflake, Redshift, and Databricks, which matters if the team needs a longer governed record.

Evidence: Scrunch developer documentation index, Scrunch API products and operation, Does Scrunch show change over time, Load Scrunch data into a data mart

When should a buyer use Scrunch MCP instead of the API?

MCP is the easier path for an analyst or AI client that needs live, permission-aware questions and configuration operations. It uses OAuth, inherits account access, and is documented for any Scrunch plan.

The API is the better fit for repeatable engineering pipelines and warehouse loads. Scrunch lists the Data API on Enterprise. MCP also has a 1,000-item request maximum and does not fully expose URL details, sitemap, or page-audit operations.

Evidence: Scrunch hosted MCP overview, Scrunch pricing and plan comparison, Load Scrunch data into a data mart

Can Scrunch feed BI tools without a custom engineering project?

Scrunch documents table exports to CSV and Excel, PDF reports, and a private Data Studio connector. The current Data Studio help page scopes organization-admin access to Agency and Enterprise and says the connector is not listed in the public gallery.

For a governed warehouse, the published pattern uses the Responses API and upserts stable records into BigQuery, Snowflake, Redshift, or Databricks. That path still requires API entitlement and an owned ingestion job.

Evidence: Scrunch data export options, Using Scrunch Data Studio templates, Load Scrunch data into a data mart, Scrunch pricing and plan comparison

How does Scrunch connect AI referrals and bot traffic to outcomes?

A per-brand GA4 connection uses read-only OAuth to show AI referrals, sessions, and conversions. Agent Traffic is different: it ingests server or edge evidence through documented Cloudflare, WordPress, Vercel, Akamai, and custom API paths, with more CDN and hosting guides available.

Buyers should scope both connections. GA4 describes human referral behavior after a click; Agent Traffic describes automated AI systems reaching the site.

Evidence: Connect AI Referrals to Google Analytics, Supported CDN integrations for Agent Traffic

Does Scrunch have webhooks for alerts and workflow automation?

Scrunch's developer index documents webhook callbacks for pipeline-stage completion. That supports engineering flows waiting for Scrunch processing to finish.

The current public index does not present a broad event catalog for visibility drops, citation changes, or user actions. A buyer needing general outbound alerts should request the exact event list, authentication method, retry behavior, and delivery history.

Evidence: Scrunch developer documentation indexVerification: partially verified. The public index confirms a narrow callback use case. Buyers needing arbitrary alerts should request the supported event catalog.

Evidence and method

Scrunch separates aggregate and raw data APIs

The documented Query and Responses split gives BI buyers a clear choice between ready-to-use metrics and answer-level records for custom analysis.

Evidence: Scrunch developer documentation index, Scrunch API products and operation, Does Scrunch show change over time

MCP includes permission-aware operations

Scrunch's hosted OAuth MCP is more than a static knowledge connector, because it exposes live data and configuration tools while preserving account permissions.

Evidence: Scrunch hosted MCP overview

Warehouse loading has a published pattern

The data-mart guide names common warehouses and an incremental upsert method, reducing ambiguity for teams planning durable response-level history.

Evidence: Load Scrunch data into a data mart

Traffic connections cover both referrals and bots

GA4 provides human referral outcomes while server and edge integrations provide AI bot evidence, allowing buyers to keep two different traffic questions separate.

Evidence: Connect AI Referrals to Google Analytics, Supported CDN integrations for Agent Traffic

Webhook scope is documented narrowly

Scrunch confirms pipeline-completion callbacks, but the lack of a public general event catalog means broader workflow claims should be tested during procurement.

Evidence: Scrunch developer documentation indexVerification: partially verified. The public index confirms a narrow callback use case. Buyers needing arbitrary alerts should request the supported event catalog.

How we checked this page

We reviewed Scrunch's current developer index, API, MCP, export, BI, warehouse, GA4, and Agent Traffic documentation, then classified each connection by direction, data depth, limit, and plan gate.

1. Separated data extraction, conversational access, reporting connectors, referral analytics, bot-log ingestion, and callback webhooks into distinct integration jobs.
2. Mapped every entitlement statement to current pricing or help documentation and did not infer access from the existence of an endpoint.
3. Compared Trakkr using current official integrations, pricing, and MCP documentation checked on the same date.

Limitation: We did not create API keys, authorize a live connector, inspect private rate limits, or test webhook delivery and retry behavior.
Limitation: Private enterprise connectors and negotiated access may exist beyond the current public documentation.

When is Scrunch or Trakkr the stronger integration fit?

Choose Scrunch when raw-response extraction, a documented multi-warehouse loading pattern, Data Studio for many brands, or deep site bot ingestion is central. Its public developer surface is broad and its MCP is documented for any plan.

Choose Trakkr when the team needs a wider documented set of workflow destinations for actions, alerts, task tools, collaboration, CMS publishing, and webhooks. Trakkr offers MCP on every paid plan, while REST API and Looker Studio sit on Scale.

Evidence: Scrunch developer documentation index, Scrunch API products and operation, Load Scrunch data into a data mart, Using Scrunch Data Studio templates, Supported CDN integrations for Agent Traffic, Scrunch hosted MCP overview, Trakkr integrations directory, Trakkr pricing and plan comparison, Trakkr MCP documentation

Yes. Scrunch documents aggregate Query and raw Responses APIs plus several traffic, audit, signal, sitemap, AXP, deployment, and configuration endpoints. Current pricing lists the Data API on Enterprise.