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Glama

Dayze — Life in Days + Notable People

Server Details

People + life-in-days knowledge for AI agents. Public MCP; x402 on Base; OAuth for private tools.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Tool DescriptionsA

Average 3.9/5 across 13 of 13 tools scored. Lowest: 3.2/5.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct aspect of the user's data or the notable people catalog, with clear descriptions that prevent confusion. There is no overlap in functionality.

Naming Consistency4/5

Personal data tools follow a consistent 'get_' prefix pattern, while notable tools use 'notable_' prefix. The lone tool 'search' breaks the pattern slightly, but overall naming is predictable.

Tool Count5/5

With 13 tools covering two domains (personal life graph and notable people), the server is well-scoped. Each tool serves a clear purpose without redundancy.

Completeness4/5

The toolset provides comprehensive read operations for both domains. Lack of write/update tools is a minor gap, but likely intentional given the server's focus on querying.

Available Tools

13 tools
get_eventsCalendar EventsB
Read-onlyIdempotent
Inspect

User calendar events (range: today|week|month|year|decade). Requires API key. ($0.10; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault
rangeNo
Behavior3/5

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

Annotations already declare read-only, idempotent, and non-destructive. The description adds authentication ('Requires API key') and cost ($0.10), which are helpful but don't disclose return format or pagination. Adds value but not rich context.

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 very short and front-loaded. Each sentence adds information. Minor redundancy: 'API key required' appears twice. Otherwise efficient.

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 no output schema and one optional parameter, the description provides the core purpose and a key constraint. However, it lacks information about return values, field details, or any sorting/filtering beyond the range. Adequate but not comprehensive.

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?

The only parameter 'range' has no schema description (0% coverage). The description lists the enum values (today|week|month|year|decade), adding meaning beyond the bare enum in schema. However, it doesn't explain what each range includes (e.g., start/end boundaries).

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 identifies the resource as 'User calendar events' and lists allowed range values, distinguishing it from sibling tools dealing with expenses, life context, etc. However, it lacks an explicit verb like 'get' or 'retrieve', though the tool name compensates.

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

Usage Guidelines3/5

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

Implied usage: use for calendar events within a time range. No explicit when-to-use or when-not-to-use guidance, nor alternatives mentioned. Sibling tools have different domains, so differentiation is implicit.

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

get_expensesExpense SummaryA
Read-onlyIdempotent
Inspect

List user expenses / cashflow summary. Requires API key. ($0.10; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

Annotations already indicate readOnlyHint=true, destructiveHint=false, and idempotentHint=true. The description adds that the tool costs $0.10 and requires an API key, which are behavioral details beyond the annotations.

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 very short (two sentences) and front-loaded with the purpose. It could be slightly more structured, but it is efficient with no wasted words.

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?

For a simple read-only tool with no parameters and no output schema, the description covers the essential purpose, cost, and authentication requirement. It is complete enough for an agent to understand what it does and how to use it.

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

Parameters4/5

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

The tool has zero parameters, and schema coverage is 100%. With no parameters to describe, the description appropriately avoids redundant parameter details. The baseline for zero parameters is 4, and the description meets it.

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

Purpose5/5

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

The description clearly states the action ('List') and the resource ('user expenses / cashflow summary'). It is specific and distinct from sibling tools, which cover events, life context, memories, people, etc., none of which conflict with expenses.

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

Usage Guidelines3/5

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

The description mentions an API key requirement and a cost of $0.10, providing some usage context. However, it does not specify when to use this tool over alternatives or provide any exclusion criteria.

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

get_life_contextLife Context SnapshotA
Read-onlyIdempotent
Inspect

Get the authenticated user's current life context — today's events, recent activity, mood, and trackers. Requires API key. ($0.15; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

The description adds valuable behavioral details beyond annotations: it specifies the cost ($0.15) and authentication requirement (API key required). Annotations already indicate readOnlyHint=true, idempotentHint=true, destructiveHint=false, so the description enhances transparency with no contradiction.

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?

The description is a single sentence that front-loads the core purpose and includes essential extras (cost, auth requirement). No wasted words, perfectly concise.

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?

While the description covers the high-level purpose, it lacks details about the output structure (e.g., format of events, mood scale). Given no output schema, the description should provide more context on what the response contains.

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

Parameters4/5

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

The tool has no parameters (schema empty), and schema description coverage is 100%. Baseline for 0 parameters is 4; the description does not need to add parameter information.

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

Purpose5/5

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

The description clearly states the tool gets 'the authenticated user's current life context' and lists specific components (today's events, recent activity, mood, trackers), distinguishing it from sibling tools that retrieve individual aspects.

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

Usage Guidelines3/5

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

The description mentions an API key requirement and cost, but does not provide explicit guidance on when to use this tool versus alternatives like 'get_events' or 'get_trackers'. Usage context is implied but not clearly differentiated.

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

get_life_graphLife Graph ExportB
Read-onlyIdempotent
Inspect

Life-graph export: people nodes + person_connections edges. Optional event–people links. Requires API key. ($0.25; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault
max_peopleNo
event_links_limitNo
include_event_linksNo
Behavior4/5

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

Annotations already indicate readOnlyHint=true, destructiveHint=false, and idempotentHint=true, covering safety. The description adds transparency about cost ($0.25) and API key requirement, and briefly describes the output structure. This adds value beyond annotations.

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 short and front-loaded, with minimal redundancy (API key requirement mentioned twice). It conveys the core message efficiently, though slight repetition exists.

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

Completeness2/5

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

With no output schema and three parameters, the description lacks detail on return format, parameter behavior, and usage context. It fails to adequately inform an AI agent about expected outputs and parameter effects.

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

Parameters2/5

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

Schema description coverage is 0% and the description does not explain any of the three parameters (max_people, event_links_limit, include_event_links). Only a vague mention of optional event-people links appears, which is insufficient for parameter understanding.

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

Purpose5/5

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

The description clearly states the tool exports a life graph consisting of people nodes and person_connections edges, with optional event-people links. This distinguishes it from sibling tools like get_people (single people list) and get_events (event list), making the purpose precise.

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?

No explicit guidance on when to use this tool versus alternatives like get_people or get_events. The description implies usage for graph export but does not state conditions or exclusion criteria.

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

get_memoriesAgent MemoriesA
Read-onlyIdempotent
Inspect

List user memories / notes from Dayze Agent. Requires API key. ($0.10; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false. The description adds value by disclosing the API key requirement and the per-call cost, which are behavioral traits not covered by annotations.

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?

The description is extremely concise, with two sentences that deliver the core information without any fluff. Every word is justified.

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?

Given the simplicity of the tool (no input parameters, no output schema), the description covers what the tool does, its cost, and authentication. It could optionally mention that it returns a list, but it is adequate.

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

Parameters4/5

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

The input schema has no parameters, so the baseline is 4. The description does not need to add parameter meanings, and schema coverage is 100% by default.

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

Purpose5/5

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

The description clearly states 'List user memories/notes' which is a specific verb+resource. The sibling tools (get_events, get_expenses, etc.) all target different data, so this tool is well-distinguished.

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

Usage Guidelines3/5

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

The description mentions the requirement of an API key and a cost of $0.10, which provides some usage context. However, it does not explicitly guide when to use this tool versus alternatives like search or get_life_context.

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

get_peopleUser ContactsA
Read-onlyIdempotent
Inspect

List user CRM people (flat list). Requires API key. ($0.10; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

Annotations already declare readOnlyHint and destructiveHint. The description adds useful behavioral context: flat list (no hierarchy), cost ($0.10), and API key requirement. No contradictions.

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 concise (three short statements) and front-loaded with the main action. However, the API key requirement is repeated and cost info could be considered secondary.

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 no parameters and no output schema, the description is minimal but still lacks details like return format, sort order, or pagination. For a simple list, it's adequate but not comprehensive.

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

Parameters4/5

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

No parameters exist, so schema coverage is 100%. The description adds no parameter info because there are none. Baseline score of 4 is appropriate for zero-parameter tools.

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 'List user CRM people' with a specific verb and resource. The 'flat list' hint suggests a simple listing, distinguishing it from hierarchy-based tools like get_person_neighborhood, though not explicitly.

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?

The description mentions 'Requires API key' for authentication but provides no guidance on when to use this tool versus alternatives like get_person_neighborhood or search. No when-to-use or when-not-to-use context.

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

get_person_neighborhoodPerson NeighborhoodB
Read-onlyIdempotent
Inspect

Subgraph around one person_id — profile plus all declared connections. Requires API key. ($0.15; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault
person_idYesUUID
Behavior3/5

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

Annotations already indicate readOnlyHint=true, idempotentHint=true, and destructiveHint=false. The description adds cost and API key requirement, which is useful but does not elaborate on behavioral traits like pagination, rate limits, or data freshness. No contradiction with annotations.

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 concise: one sentence plus a parenthetical for cost and API key. Could be slightly better structured by separating cost into its own sentence, but overall efficient.

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?

The description gives the purpose and basic requirements. However, without an output schema, it fails to describe the return format or what 'declared connections' entails. Adequate but not complete for a tool with no output schema.

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?

The input schema has 100% coverage for the single parameter person_id with description 'UUID'. The description mentions person_id but adds no additional 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 the tool returns a subgraph around a person_id including profile and all declared connections. It distinguishes from siblings like get_people (list all people) and get_life_graph (broader graph) but could be more explicit.

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?

The description mentions API key requirement and cost ($0.15) but provides no guidance on when to use this tool over alternatives like get_life_graph or get_people. No when-not-to-use or alternative references.

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

get_trackersHabit TrackersA
Read-onlyIdempotent
Inspect

List user trackers / habits / streaks. Requires API key. ($0.10; API key required)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior5/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint. Description adds cost ($0.10) and auth requirement (API key), providing additional behavioral context beyond annotations.

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?

Short description, but slightly redundant ('Requires API key' repeated). Still clear and front-loaded.

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

Completeness5/5

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

For a simple list tool with no parameters and no output schema, the description combined with annotations covers purpose, auth, cost, and behavioral traits completely.

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

Parameters4/5

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

No parameters exist, and schema coverage is 100%. Baseline for zero parameters is 4, and description doesn't need to add param info.

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

Purpose5/5

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

Clearly states it lists user trackers, habits, and streaks. Specific verb+resource with a distinct scope that differentiates from sibling tools like get_events or get_expenses.

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?

Indicates API key requirement and cost, providing context for usage. No explicit when-not-to-use or alternative selection, but the simple scope makes it sufficient.

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

notable_packNotable Knowledge PackA
Read-onlyIdempotent
Inspect

Knowledge pack: profile + life-in-days + similar people + birthday peers (+ quality / upgrade hint). Timeline events include day_number. Best starting point for agent context. Example slug: albert-einstein. ($0.05)

ParametersJSON Schema
NameRequiredDescriptionDefault
dateNoYYYY-MM-DD target date
slugYesPerson slug, e.g. albert-einstein
peersNo
similarNo
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, etc. Description adds that timeline events include day_number and mentions a cost of $0.05, which are behavioral constraints beyond the schema.

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?

Single, information-dense sentence listing components, usage context, example, and cost. Front-loaded with the most important information; no wasted words.

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?

Describes the bundle's components and includes cost and example. For a tool with no output schema, it provides adequate behavioral hints (e.g., day_number in timeline). Could be improved with return structure details, but overall sufficient for selection.

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

Parameters4/5

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

Schema descriptions cover 50% of parameters (date and slug). The description compensates by explaining what 'peers' and 'similar' refer to: similar people and birthday peers, clarifying their purpose beyond the schema.

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

Purpose5/5

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

Clearly states the tool returns a bundle of profile, life-in-days, similar people, and birthday peers, with added quality hint and timeline events. Distinguishes itself from siblings by calling it the 'best starting point for agent context' and provides an example slug.

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?

Explicitly says 'Best starting point for agent context,' which implies when to use it. Provides an example slug and cost hint. Does not explicitly compare to siblings like notable_profile or notable_pack_premium, but context is clear.

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

notable_pack_premiumPremium Notable PackA
Read-onlyIdempotent
Inspect

S-tier guaranteed pack (score≥85, timeline≥8, image, embedding). Errors if below bar. Use when you need high-quality, complete notable context. Example slug: elon-musk. ($0.10)

ParametersJSON Schema
NameRequiredDescriptionDefault
dateNo
slugYesPerson slug, e.g. elon-musk
peersNo
similarNo
Behavior5/5

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

Annotations declare readOnlyHint=true, openWorldHint=true, idempotentHint=true, destructiveHint=false. The description adds valuable behavioral details: guaranteed quality thresholds (score≥85, timeline≥8, image, embedding) and error condition if below bar. No contradiction with annotations.

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?

The description is two sentences plus an example and cost. Every sentence adds value: quality guarantee, usage context, example, and cost. No wasted words, and key info is front-loaded.

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?

The description covers purpose and quality guarantee, but lacks output format details (no output schema) and does not explain parameters like peers and similar. Given tool complexity (4 params, no output schema), more completeness would be beneficial.

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

Parameters2/5

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

Schema coverage is only 25% (only slug described). The description only mentions slug via example, but does not explain 'date', 'peers', or 'similar'. With low schema coverage, the description should compensate but fails to provide meaningful semantics for most parameters.

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

Purpose5/5

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

The description clearly states it returns an 'S-tier guaranteed pack' with specific quality thresholds (score≥85, timeline≥8, image, embedding), and provides an example slug. This distinguishes it from siblings like notable_pack and notable_profile, which likely offer lower or different quality.

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?

The description advises use 'when you need high-quality, complete notable context' and notes it errors if below bar. This gives clear context, but does not explicitly exclude use cases or point to alternative tools for lower quality needs.

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

notable_profileNotable Person ProfileA
Read-onlyIdempotent
Inspect

Full notable-person profile JSON by slug. Use for bio, timeline, and metadata without similar people or life-in-days context. Example slug: taylor-swift. ($0.02)

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesPerson slug, e.g. albert-einstein
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, idempotentHint=true, and destructiveHint=false. The description adds only the cost ($0.02) and that it returns a 'full' profile. It does not describe any additional behavioral traits beyond what annotations provide, so the description adds limited value.

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 wasted words. The first sentence states the purpose and output format; the second gives usage guidance and an example. Front-loaded and efficient.

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?

Given the tool has one required parameter, no output schema, and annotations covering safety, the description is fairly complete. It mentions the output type (JSON) and key fields (bio, timeline, metadata). Minor gap: no mention of error handling or pagination, but acceptable for a simple read tool.

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

Parameters4/5

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

The schema provides 100% coverage with a description for 'slug'. The description supplements this with a concrete example ('taylor-swift') and clarifies the usage context ('by slug'), adding meaningful value beyond the schema.

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

Purpose5/5

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

The description clearly states it returns a 'full notable-person profile JSON by slug', specific verb and resource. It distinguishes from siblings by mentioning 'without similar people or life-in-days context', which are likely provided by sibling tools like 'get_person_neighborhood' and '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?

The description explicitly says 'Use for bio, timeline, and metadata without similar people or life-in-days context', indicating when to use this tool and what to avoid. It does not explicitly name sibling tools but provides clear contextual guidance.

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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