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hholen

@lodd/mcp-server

by hholen

get_session_paths

Analyze visitor navigation by retrieving the most common page sequences, showing the frequent paths visitors take between pages with session counts to identify patterns that lead to conversion.

Instructions

Find the most common page sequences visitors follow. Returns paths like '/blog → /pricing → /signup' with session counts. Useful for understanding navigation patterns and identifying the most common journeys to conversion.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
siteYesSite domain or UUID
limitNoMax paths to return (1-1000)
periodNoTime period30d
filter_osNoOS substring match (e.g. 'iOS')
max_stepsNoMaximum pages per path (2-20)
min_sessionsNoMinimum sessions for a path to appear
filter_browserNoBrowser substring match (e.g. 'Chrome')
filter_countryNo2-letter country code (e.g. 'US')
filter_utm_sourceNoExact UTM source (e.g. 'twitter')
filter_device_typeNoDevice type: 'desktop' | 'mobile' | 'tablet'
filter_referrer_containsNoReferrer substring (e.g. 'google')
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description must disclose behavioral traits. It states it returns paths with counts, but does not explicitly confirm it is a read-only operation, discuss authentication, rate limits, or any other side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no redundant information. Front-loaded with purpose and example. Very concise and well-structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 11 parameters and no output schema, description gives a general idea and example. However, it lacks detailed return format information (e.g., fields in response). Schema covers parameter details, but output description is minimal.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so parameters are already documented. The description adds an example of output format but does not significantly enhance parameter meaning beyond schema descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it finds common page sequences and provides an example. However, it could better differentiate from siblings like get_funnel or get_dropoff_destinations, which also deal with paths.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Description mentions usefulness for navigation patterns and conversion journeys, but does not specify when to use this tool vs alternatives like get_funnel or get_entry_exit_pages, nor provides any exclusions or prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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