Explanation4 min read

OData and MCP: what's the difference?

OData is a data feed for reporting tools; MCP provides described tools for AI clients. Compare usage, authentication, limits and management.

Auke Westra

By Auke Westra

Founder of DigiData

Practical guide. This article covers the steps, checks, and common issues.

Short answer

At DigiData, OData and MCP use the same synchronized source data, but serve a different purpose. Power BI and Excel use OData to load and refresh tables. ChatGPT, Claude, and other AI clients use MCP to invoke a small number of described, bounded tools with per-connection permissions.

The short distinction

OData is a standard for querying structured tables via HTTP. Reporting tools can read metadata, select tables, and use supported query options. MCP standardizes how an AI application discovers and calls context and tools.

At DigiData, both routes continue to exist side by side. The existing OData feed remains intended for Power BI and Excel. DigiData MCP adds a separate, read-only AI route without replacing the OData connection of existing reports.

Same synchronized base

DigiData periodically retrieves source data from systems like Exact Online, Twinfield, and Exact Bouw. That source sync consumes API quotas according to provider rules, but stores data securely afterward.

OData exposes the synchronized tables to Power BI and Excel. MCP uses the same tenant data for bounded read-only tasks. Because DigiData does not expose write operations, a model cannot mutate records in storage.

Other authentication and permission

An OData consumer uses the source credentials provisioned for the feed. You don't want to copy a long-lived OData API key for an external AI assistant. DigiData MCP therefore uses OAuth on behalf of a user, with a separate connection and permission per source, table and column.

That permission remains server-side. The access token does not need to contain a complete list of fields and a model cannot change the tenant as an argument. See MCP Security for token, tenant, and revocation checks.

Different form of a question

Power BI builds a data model and retrieves tables upon refresh. The creator determines relationships, transformations and measures. An AI client reasons for each conversation which MCP tool is needed. That is why short tool descriptions, characterized results and hard boundaries are important.

MCP does not accept any arbitrary OData URL or SQL at DigiData. The client sends structured fields, filters and limits. DigiData checks each field against the current allowlist and returns a bounded result with current information.

Which route do you choose?

  • Choose OData for a repeatable Power BI or Excel model.
  • Choose MCP when an approved external AI assistant needs to query a limited data set.
  • Choose DigiData AI for recurring, centrally managed business analytics with richer definitions and channels.

An organization can use all three, as long as roles and data sets are clear. It is not a migration from OData to MCP, but a choice per application.

Summary

OData provides tables for reports; MCP provides limited capabilities to AI clients. DigiData keeps the data layer central and makes authentication, consent and output appropriate for the user. Read the extensive page OData and MCP or compare DigiData AI with external assistants.

Decision test: the same question through OData and MCP

Use one bounded question, such as outstanding invoices by month, to compare both routes. Record the administration, date field, currency, filters and expected source position first. The output shape may differ, but totals and reference times should reconcile.

TestExpectedIf it fails
Load the selected tables from the OData service root in Power Query.The model can refresh the selection repeatedly and manage its own relationships.Check source references, query folding and the order of DigiData synchronization and Power BI refresh.
Ask MCP for schema and sync status before requesting the same grouping.The client uses only allowed fields and returns a bounded result with a reference time.A 401 suggests authentication, 403 permission, 429 limits, and a missing table often selection or synchronization.
Compare the total with the source and repeat after a known test change and synchronization.Both routes follow the same synchronized position.Different reference times are not a calculation error; different totals at the same position need investigation.

Provider caveat: Choose OData for a managed reporting model and MCP for a bounded question from an approved AI client. Provider plan and workspace policy may determine whether that MCP client is available.

Sources

Auke Westra

About Auke Westra

Founder of DigiData

Auke Westra is Founder of DigiData. He was responsible for clients' data and reporting and in 2025 began building an in-house data platform with his team. He writes about AI on business data, data definitions, Power BI and integrations.

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