Query user behavior and frustration signals directly
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Tracked since2026
0 reviews trackedWhat is Fullstory MCP?
Fullstory MCP is the official Model Context Protocol server for Fullstory, the digital experience analytics platform that records and indexes real user sessions. It lets an assistant query that behavioral data directly instead of routing every question through a product analyst, and it works against the same segments, metrics and event definitions the team already maintains in the product.
An agent can retrieve and analyze individual sessions, scope any question to a segment or cohort, and read metrics such as conversion rates along with how they moved over a period. It also reaches Fullstory's frustration signals, the automatically detected struggle patterns like repeated clicking and error encounters that mark where an interface is failing people, plus the platform's opportunity detection, which ranks friction points by measured impact rather than by whoever complained loudest. Results can be returned as charts and tables so they drop straight into a report.
The practical workflow is diagnostic. Point the assistant at a cohort that is converting badly, have it correlate session behavior with frustration signals, and get back a short list of concrete usability problems with the sessions that demonstrate each one. It targets product managers, UX researchers, growth teams and support leads who need behavioral evidence quickly, and engineers who want to see exactly what a user did before a bug report was filed.
Key Features
Retrieve and analyze recorded user sessionsScope any query to a saved segment or user cohortRead conversion metrics and their movement over a periodSurface frustration signals such as repeated clicks and error encountersQuery ranked friction opportunities from the platform's diagnostic engineReturn results as charts and tables for reporting
Pricing
Freemium
Fullstory MCP offers a generous free tier with optional paid upgrades for advanced features.
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Fullstory MCP FAQ
How does Fullstory MCP help a product manager diagnose a drop in conversion rates?
Fullstory MCP lets a product manager point an assistant at a specific cohort that is converting badly and have it correlate session behavior with frustration signals. The assistant can retrieve and analyze individual sessions, read conversion rate metrics over a period, and return a short list of concrete usability problems with the sessions that demonstrate each issue. Results can be returned as charts and tables that drop straight into a report.
How does Fullstory MCP compare to Amplitude MCP for querying behavioral data?
Fullstory MCP is the official Model Context Protocol server for Fullstory, a digital experience analytics platform that records and indexes real user sessions, while Amplitude MCP is a direct competitor. Fullstory MCP reaches automatically detected frustration signals like repeated clicking and error encounters, plus opportunity detection that ranks friction points by measured impact, which Amplitude MCP may not offer natively.
What are the main limitations of Fullstory MCP?
Fullstory MCP is designed for querying behavioral data already captured in Fullstory, so it requires an existing Fullstory account with recorded sessions and defined segments, metrics, and events. It does not replace a product analyst for questions that require custom data collection or analysis outside of Fullstory's indexed session data.
Which teams benefit most from using Fullstory MCP?
Fullstory MCP targets product managers, UX researchers, growth teams, support leads, and engineers who need behavioral evidence quickly. Engineers can see exactly what a user did before a bug report was filed, while product managers and growth teams can diagnose conversion issues without routing every question through a product analyst.
How is Fullstory MCP priced?
Fullstory MCP is available on a free tier, with paid plans for more usage and features. The pricing model scales based on the volume of queries and the depth of behavioral data accessed.
Can Fullstory MCP retrieve and analyze individual user sessions?
Yes, Fullstory MCP can retrieve and analyze individual sessions, and it can scope any question to a specific segment or cohort. It works against the same segments, metrics, and event definitions that the team already maintains in the Fullstory product.
Does Fullstory MCP detect frustration signals automatically?
Yes, Fullstory MCP reaches Fullstory's frustration signals, which are automatically detected struggle patterns like repeated clicking and error encounters that mark where an interface is failing people. It also accesses opportunity detection, which ranks friction points by measured impact rather than by whoever complained loudest.
What kind of user workflow does Fullstory MCP support for diagnosing usability problems?
The practical workflow is diagnostic: point the assistant at a cohort that is converting badly, have it correlate session behavior with frustration signals, and get back a short list of concrete usability problems with the sessions that demonstrate each one. Results can be returned as charts and tables so they drop straight into a report.
Source: help.fullstory.com