What is the Singular MCP?
The MCP (Model Context Protocol) is a framework that lets you pass data from Singular to your LLM. This enables you to combine all the innate and powerful analysis and visualization capabilities of the LLM with data coming from Singular.
How does it work?
- Connect your LLM to the Singular MCP (see instructions below)
- Your LLM can now interact with your Singular data. The process is as following:
- When the LLM receives a prompt that is relevant - it will reroute the prompt to the Singular MCP.
- The Singular MCP will translate the prompt to an API query which will query data from the Singular database.
- The returned data will be sent back to the user's LLM along with additional context that helps the LLM to understand the data and better analyze it.
- The LLM can further analyze the data depending on the prompts that the user requested.
Which LLMs are currently supported?
- Claude (paid version)
- Chat GPT (coming soon)
Which sets of data are currently supported?
- The Singular MCP can return all the data that is available in the main Singular report. This includes both aggregated tracker data coming from the SDK or S2S, as well as the cost data pulled from the networks.
- Here are the specific details about currently supported data fields:
- Dimensions:
- Currently supported dimensions: App, Source, Platform, CampaignID, OS, Country, Account ID, Account Name, Campaign Name
- Custom dimensions are not currently supported
- Metrics:
- Cohort and admon metrics will be rolled out gradually, focusing initially on the most commonly used metrics
- Filters:
- Currently limited to app and source filters
- Only the most frequent values will be supported
- Cohort Periods:
- Available periods: actuals, LTV, 1-day, 7-day, and 30-day cohorts
- Dimensions:
- SKAN and Creative data (creative name \ creative ID) is coming soon
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