Skip to main content
Glama
gohluke

Dayze MCP

by gohluke

Life Context Pack

get_context_pack
Read-only

Fetch the authenticated user's life-context pack: identity, relationships, memories, upcoming plans, quiz results. Optional adds: money, trips, places, location.

Instructions

Life Context Protocol (LCP) pack for the authenticated user: identity, pulse, who_matters, whats_next, memories, quiz_results. Pass include_relationships/include_memories/include_quiz_results false to omit those sections; location and money stay opt-in. Spec: https://dayze.com/docs/life-context ($0.20; API key required)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
focusNoOptional focus hint echoed in the pack (e.g. places, travel, people)
queryNoOptional focus query for semantic memories
include_moneyNoInclude the private cashflow summary
include_tripsNoInclude recent/upcoming trips from completed travel history
include_placesNoInclude recent canonical places (venue-level, no GPS points)
include_locationNoInclude city/country label; never returns a precise address
include_memoriesNoInclude recent memories (default true). A query always enables focused memories.
include_quiz_resultsNoInclude latest quiz results (slug, result_type, result_data). Default true.
include_relationshipsNoInclude who_matters (inner-circle, relationship health, reach-out). Default true.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okNo
errorNoPresent when life state is unavailable.
focusNo
pulseYes
queryNo
tripsNoRecent trips when include_trips=true.
placesNoRecent canonical places when include_places=true.
partialNo
identityYes
memoriesNo
protocolYesLife Context Protocol metadata.
sectionsNoPer-section ok/error status for partial packs.
whats_nextYes
who_mattersNo
generated_atNo
preferred_toolYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv1.28.0

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already mark the tool as read-only and non-destructive. The description adds useful context beyond that: it operates on the authenticated user, requires an API key, costs $0.20, and keeps location/money opt-in. No contradiction exists.

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

Conciseness4/5

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

The description is dense but efficient, front-loading the pack's purpose and sections before adding usage and pricing details. Every sentence earns its place, though the spec URL and pricing are packed into the last sentence.

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

Completeness4/5

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

With a rich input schema, an output schema, and read-only annotations, the description covers authentication, cost, opt-in behavior, and section composition. The main gap is not explaining how this compares to get_life_context, given the overlapping name.

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 description coverage is 100%, so the schema already documents all parameters well. The description adds only light grouping around a few include flags and a general opt-in note, but no significant new parameter semantics beyond what the schema provides.

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?

The description clearly states what the tool returns: a Life Context Protocol pack for the authenticated user with specific sections (identity, pulse, who_matters, whats_next, memories, quiz_results). It is a specific verb+resource definition, but it does not explicitly differentiate from the similar sibling get_life_context.

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

Usage Guidelines4/5

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

Provides clear guidance on how to shape the response by passing include_relationships/include_memories/include_quiz_results as false, and clarifies that location and money are opt-in. It does not, however, state when to prefer this pack over sibling tools or individual getters.

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

Deploy Server

Other Tools