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Glama

Server Details

Read incidents, services, teams, on-call schedules; acknowledge, resolve and note incidents.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
m190/usefulapi-mcp
GitHub Stars
0

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MCP server

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Tool DescriptionsA

Average 4/5 across 15 of 16 tools scored. Lowest: 3.3/5.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct resource-action pair, such as incident actions, services, teams, users, schedules, etc. There is no overlap or ambiguity between tools.

Naming Consistency5/5

All tools follow the consistent pattern 'squadcast_verb_noun' in snake_case. Verbs are always first (e.g., acknowledge, add, get, list, resolve), making naming predictable.

Tool Count5/5

With 16 tools, the server covers key incident management operations and supporting resources without being overly numerous or sparse. The scope is well-calibrated.

Completeness4/5

The toolset covers essential incident lifecycle actions (acknowledge, resolve, add notes, list/get incidents) and supporting resources. Minor gaps exist, such as lack of create/update for non-incident entities, but these are not critical for the primary incident response workflow.

Available Tools

16 tools
squadcast_acknowledge_incidentAcknowledge incidentA
Destructive
Inspect

Acknowledge a triggered incident on the LIVE account (stops escalation/paging for it). Squadcast: POST /v3/incidents/{incidentID}/acknowledge.

ParametersJSON Schema
NameRequiredDescriptionDefault
incidentIdYesThe incident id to acknowledge (required).
Behavior3/5

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

Annotations already declare destructiveHint=true, indicating mutation. The description adds that acknowledgment stops escalation/paging, but does not disclose potential side effects like not resolving the incident or whether it can be undone. The HTTP method and path are provided, which adds some transparency.

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 long, front-loaded with key verb and resource, and every sentence provides essential information. No wasted words.

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 the tool has only one parameter, no output schema, and annotations provide destructive hint, the description covers the basic action but does not mention that the incident must be in 'triggered' state to be acknowledged, nor what happens after acknowledgment. It is adequate but not fully 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?

Schema coverage is 100% with one parameter described. The description does not add meaning beyond the schema's own description of incidentId. Baseline 3 is appropriate since the schema already documents the parameter adequately.

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 verb 'acknowledge' and the resource 'incident', specifies it stops escalation/paging, and distinguishes it from siblings like resolve_incident by noting the action stops escalation.

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 implies use for triggered incidents needing acknowledgment to stop paging, but does not explicitly state when not to use it or mention alternatives like resolve_incident. The context is clear but lacks explicit guidance on conditions or exclusions.

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

squadcast_add_incident_noteAdd incident noteA
Destructive
Inspect

Add a war-room note to a LIVE incident (optionally with attachment URLs). Squadcast: POST /v3/incidents/{IncidentId}/warroom.

ParametersJSON Schema
NameRequiredDescriptionDefault
messageYesThe note message (required).
incidentIdYesThe incident id to add a note to (required).
attachmentsNoAttachment URLs (defaults to none).
Behavior3/5

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

The description confirms the mutability (adds a note) and adds context about LIVE incidents and optional attachments. However, annotations already set destructiveHint=true, and the description adds no further behavioral details like permissions or 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?

The description is a single sentence that is clear, front-loaded, and contains no unnecessary words. Every part contributes to understanding the tool.

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's simplicity (3 params, no output schema, annotations present), the description covers the main action and optional attachments. It is fairly complete for an agent, though it could mention response or error cases.

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 each parameter has a description. The tool description mentions 'optionally with attachment URLs', but does not add significant meaning 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 the verb 'add', the resource 'war-room note to a LIVE incident', and mentions optional attachment URLs. It distinguishes itself from sibling tools like squadcast_list_incident_notes, which lists notes, and other incident actions.

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 implies usage for adding notes to live incidents, but does not explicitly state when to use, when not, or any alternatives. No guidance is given compared to sibling tools.

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

squadcast_get_incidentGet incidentA
Read-only
Inspect

Get a single incident by its id. Squadcast: GET /v3/incidents/{incidentID}.

ParametersJSON Schema
NameRequiredDescriptionDefault
incidentIdYesThe incident id (required).
Behavior3/5

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

Annotations already declare readOnlyHint=true, and the description simply restates the read nature. No additional behavioral context (e.g., rate limits, auth needs) is provided, but the annotation covers safety.

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 short sentences, no redundancy. The key information is front-loaded and efficient.

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 read-only tool with one required parameter and full schema coverage, the description and annotations are sufficient. Sibling tools provide alternatives for other operations.

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% for the single parameter. The description adds only 'by its id' which is already clear from schema. No extra semantics beyond baseline.

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 gets a single incident by its ID and provides the API endpoint. It is specific and distinct from sibling tools like list_incidents, acknowledge_incident, etc.

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 guidance on when to use this tool vs. alternatives such as squadcast_list_incidents or squadcast_get_incident_events. The description does not specify prerequisites or context.

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

squadcast_get_incident_eventsGet incident eventsA
Read-only
Inspect

Get the timeline of events for a single incident (state changes, notifications, actions). Squadcast: GET /v3/incidents/{incidentID}/events.

ParametersJSON Schema
NameRequiredDescriptionDefault
incidentIdYesThe incident id (required).
Behavior3/5

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

Annotations declare readOnlyHint=true, and description is consistent. However, description adds no extra behavioral context such as pagination, error handling, or rate limits.

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?

Two sentences, front-loaded with key information. The second sentence repeating the API endpoint is mildly redundant but not harmful.

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?

Adequate for a simple read operation with one parameter. Lacks mention of return format or pagination behavior, which would be helpful given 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?

Only parameter incidentId is described in schema with basic required note. Description does not provide additional meaning beyond schema (e.g., format, example, relation to other IDs). Schema coverage is 100%.

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 verb 'Get', resource 'timeline of events for a single incident', and provides examples of event types. Distinguishes from sibling tools like squadcast_get_incident.

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?

Implies usage for retrieving timeline events but does not explicitly specify when to use this tool versus alternatives like squadcast_get_incident or squadcast_list_incident_notes.

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

squadcast_get_serviceGet serviceA
Read-only
Inspect

Get a single service by its id. Squadcast: GET /v3/services/{serviceID}.

ParametersJSON Schema
NameRequiredDescriptionDefault
serviceIdYesThe service id (required).
Behavior3/5

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

Annotations already provide readOnlyHint=true, so the description adds no extra behavioral context. With annotations covering safety, a score of 3 is appropriate.

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 is concise and front-loaded, with no unnecessary 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?

Given the simple tool, annotations, and schema, the description is adequate but could mention the return format. No output schema exists, but the tool name implies a service object is returned.

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% and the description adds no meaning beyond 'by its id'. Baseline 3 applies since schema already describes the parameter.

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 'Get a single service by its id' uses a specific verb and resource, clearly distinguishing it from sibling tools like squadcast_list_services.

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 tool is described as retrieving a service by its ID, which implies usage when the ID is known. No explicit when-not or alternatives are given, but context with sibling tools provides clarity.

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

squadcast_get_teamGet teamA
Read-only
Inspect

Get a single team by its id. Squadcast: GET /v3/teams/{teamId}.

ParametersJSON Schema
NameRequiredDescriptionDefault
teamIdYesThe team id (required).
Behavior3/5

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

Annotations already declare readOnlyHint=true, indicating a safe read operation. The description adds the underlying API endpoint, which is informative but does not disclose additional behavioral traits beyond the read-only nature.

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 one sentence and an API reference. It front-loads the purpose and contains no unnecessary information.

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 read-only tool with one required parameter and no output schema, the description is complete. It clearly identifies the action and input, and the sibling list tool covers the alternative case.

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% for the single parameter 'teamId', with a clear description. The tool description adds no additional parameter semantics beyond what the schema already provides.

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 'Get a single team by its id,' which specifies the action and resource. It distinguishes from sibling tools like squadcast_list_teams by targeting a single team via a required ID.

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 implies usage for fetching a single team, but does not explicitly state when to use this tool versus alternatives like squadcast_list_teams. No exclusion or context guidance is provided.

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

squadcast_get_userGet userA
Read-only
Inspect

Get a single user by their id. Squadcast: GET /v3/users/{userID}.

ParametersJSON Schema
NameRequiredDescriptionDefault
userIdYesThe user id (required).
Behavior3/5

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

The description is consistent with the 'readOnlyHint' annotation (true). It adds no additional behavioral details beyond what the annotation already provides, such as side effects or permissions. For a simple read operation, this is adequate but not enhanced.

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 concise: a single sentence plus a reference to the API endpoint. It is front-loaded with the purpose. The API endpoint reference adds context but is not essential. More weight could be added without being verbose.

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 tool with one required parameter and a readOnlyHint annotation, the description is complete enough. There is no output schema, but the return value (user object) is predictable from the purpose. The description covers the essential need.

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 schema description for 'userId' is 'The user id (required).' The tool description says 'by their id', which repeats the schema. With 100% schema coverage, the description adds no new meaning beyond what the input schema already provides.

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 purpose: 'Get a single user by their id.' The verb 'get' and resource 'single user' are specific and unambiguous. It distinguishes from sibling tools like 'squadcast_list_users' which retrieves all users.

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 provides no guidance on when to use this tool versus alternatives (e.g., list_users). The usage is implied by the function but no explicit when/when-not or exclusions are given.

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

squadcast_list_escalation_policiesList escalation policiesA
Read-only
Inspect

List escalation policies for a team. owner_id (a TEAM id — use squadcast_list_teams to find it) is REQUIRED. Squadcast: GET /v3/escalation-policies.

ParametersJSON Schema
NameRequiredDescriptionDefault
ownerIdYesTeam id that owns the escalation policies (required) → owner_id.
pageSizeNoPage size → page_size.
pageNumberNoPage number → page_number.
Behavior3/5

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

The description mentions a list operation, which is consistent with the annotation 'readOnlyHint: true'. No additional behavioral details (e.g., rate limits, side effects) are provided beyond the annotation, so the description adds minimal value in this dimension.

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, consisting of two sentences that front-load the core purpose and a key usage hint. Every word serves a purpose, with no unnecessary elaboration.

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 list tool with no output schema, the description provides sufficient context: what it does, required parameter, and how to obtain it. Lack of output format detail is minor given the tool's straightforward nature and the provided API endpoint suggestion.

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%, and the description adds context about 'owner_id' referencing a team ID. However, it does not elaborate on the meaning of 'pageSize' or 'pageNumber' beyond the schema's own descriptions. The hint to use another tool is helpful but doesn't enhance parameter semantics significantly.

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's purpose: 'List escalation policies for a team.' The verb 'list' and resource 'escalation policies' are specific, and the team context distinguishes it from sibling tools that focus on incidents, services, users, etc.

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 notes that 'owner_id' is required and guides the user to use 'squadcast_list_teams' to find it. It does not explicitly exclude other list tools, but the context of listing escalation policies is clear enough for an agent to decide when to use this tool.

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

squadcast_list_incident_notesList incident notesA
Read-only
Inspect

List the war-room notes on a single incident. Squadcast: GET /v3/incidents/{IncidentId}/warroom.

ParametersJSON Schema
NameRequiredDescriptionDefault
incidentIdYesThe incident id (required).
Behavior4/5

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

Annotations already provide readOnlyHint=true, so description doesn't need to repeat. Adds endpoint detail and scope ('on a single incident'). 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.

Conciseness5/5

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

Two sentences, no wasted words. Purpose front-loaded. Highly concise.

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 list tool with one required parameter and readOnly annotation, description covers essentials. Could optionally mention output format but not required.

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 100% with description 'The incident id (required).' Description adds no further context or constraints beyond schema. Baseline score 3.

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?

Description uses specific verb 'List' and resource 'war-room notes on a single incident' with API endpoint. Clearly distinguishes from siblings like squadcast_add_incident_note (write) and squadcast_get_incident (different resource).

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?

No explicit when-to-use or when-not-to-use guidance. No mention of alternatives (e.g., for writing notes use add_incident_note). Implicit usage is clear but not differentiated.

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

squadcast_list_incidentsList incidentsA
Read-only
Inspect

Search/list incidents over a time window with filters (status, service, priority, assignee, tags, sources, starred, SLO-affecting) and sorting. start_time, end_time (both ISO8601) and owner_id (a TEAM id — use squadcast_list_teams to find it) are REQUIRED. Squadcast: GET /v3/incidents/export.

ParametersJSON Schema
NameRequiredDescriptionDefault
tagsNoFilter by tag(s) → tags.
sortByNoSort field → sort_by.
statusNoFilter by incident status(es) → status.
endTimeYesISO8601 end of the window (required) → end_time.
ownerIdYesTeam id that owns the incidents (required) → owner_id. Use squadcast_list_teams to find it.
sourcesNoFilter by alert source(s) → sources.
priorityNoFilter by priority (e.g. P1..P5) → priority.
servicesNoFilter by service id(s) → services.
isStarredNoFilter to starred incidents → is_starred.
startTimeYesISO8601 start of the window (required) → start_time.
assignedToNoFilter by assignee id(s) → assigned_to.
textFilterNoFree-text filter → textFilter.
sloAffectingNoFilter by SLO-affecting → slo_affecting.
Behavior4/5

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

Annotations already declare readOnlyHint: true. The description adds the HTTP endpoint (GET /v3/incidents/export) and emphasizes required parameters and ISO8601 format, providing useful context beyond annotations without 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?

Two sentences: first summarizes purpose and filters, second specifies required parameters and endpoint. No redundant information; every word earns its place.

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?

No output schema, but the tool's list nature implies a straightforward response. The description covers endpoint, required params, and filters. Lacks pagination details, but overall adequate given annotations and high schema coverage.

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 coverage is 100%, so baseline is 3. The description adds value by explicitly stating required parameters and providing a cross-tool reference for owner_id. This goes slightly beyond the schema's own descriptions.

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 verb (search/list), resource (incidents), and scope (over a time window with filters). It distinguishes from sibling tools like squadcast_get_incident (single incident retrieval) and squadcast_acknowledge_incident (action).

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 highlights required parameters (start_time, end_time, owner_id) and provides a hint to use squadcast_list_teams to find the team ID. It does not explicitly state when not to use this tool or compare with alternatives, but the context is clear for a list operation.

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

squadcast_list_schedulesList schedules (on-call)A
Read-only
Inspect

List on-call schedules for a team. teamID is REQUIRED (use squadcast_list_teams to find it). Set myOnCall to filter to schedules where the token's own user is currently on call — the 'who's on call' lens. Squadcast: GET /v4/schedules.

ParametersJSON Schema
NameRequiredDescriptionDefault
cursorNoPagination cursor → cursor.
searchNoFree-text search → search.
teamIdYesTeam id whose schedules to list (required) → teamID.
myOnCallNoOnly schedules where the token's user is on call now → myOnCall (the 'who's on call' lens).
pageSizeNoPage size → pageSize.
participantsNoFilter by participant user id(s) → participants.
scheduleNameNoFilter by schedule name → scheduleName.
Behavior4/5

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

The description is consistent with the readOnlyHint annotation, indicating a read-only operation. It adds the context that the tool lists schedules and provides the API endpoint. No contradictions. The behavioral transparency is adequate given the annotation is present.

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: the first states the core purpose, the second provides essential usage details. No redundant information. Every sentence earns its place.

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 7 parameters (1 required) and no output schema, the description covers the main function, required parameter, and a key filter. Other parameters are well-described in the schema. The description could optionally mention return format, but it is not a critical gap.

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 description coverage is 100%, so the baseline is 3. The description adds value by explaining that teamID is required and referencing squadcast_list_teams, and by clarifying myOnCall as the 'who's on call' lens. These additions go beyond the schema descriptions.

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 verb 'List' and resource 'on-call schedules for a team'. It also specifies the required teamID and the myOnCall filter, distinguishing it from sibling list tools like squadcast_list_escalation_policies or squadcast_list_services.

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 provides explicit guidance: teamID is required and can be found using squadcast_list_teams, and myOnCall is the 'who's on call' lens. While it doesn't explicitly state when not to use the tool, the context is sufficient for most scenarios.

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

squadcast_list_servicesList servicesA
Read-only
Inspect

List services for a team. owner_id (a TEAM id — use squadcast_list_teams to find it) is REQUIRED. Squadcast: GET /v3/services.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoFilter by service name → name.
ownerIdYesTeam id that owns the services (required) → owner_id.
entityOwnerNoFilter by entity owner → entity_owner.
Behavior3/5

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

Annotations provide readOnlyHint=true, so description doesn't need to emphasize safety. Description adds endpoint method (GET) but no additional behavioral traits like pagination or rate limits. Adequate but not enhanced.

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 words. Main action first, then essential detail. Highly concise and well-structured.

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 list tool with no output schema, description covers purpose and required parameter. Minor omission: no mention of optional filtering behavior, but covered by schema descriptions. Overall sufficient.

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 coverage is 100% with good descriptions. Description adds cross-reference to squadcast_list_teams for owner_id, clarifying its derivation. No extra for other params, but sufficient for common 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?

Description clearly states verb 'List' and resource 'services', and specifies scope 'for a team'. Distinguishes from sibling tools like squadcast_get_service (single service) and other list tools (e.g., incidents).

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 states that owner_id is required and directs to squadcast_list_teams to find it. No explicit when-not-to-use, but context is clear from sibling tool differences.

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

squadcast_list_squadsList squadsA
Read-only
Inspect

List squads for a team. owner_id (a TEAM id — use squadcast_list_teams to find it) is REQUIRED. Squadcast: GET /v4/squads.

ParametersJSON Schema
NameRequiredDescriptionDefault
ownerIdYesTeam id that owns the squads (required) → owner_id.
Behavior3/5

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

Annotations already declare readOnlyHint=true; description adds API endpoint but no additional behavioral traits beyond that.

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, front-loaded with purpose and required parameter.

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?

Simple tool with one parameter and no output schema; description fully covers usage and parameter how-to.

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

Parameters5/5

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

Schema coverage is 100%; description clarifies owner_id is a team id and explains how to obtain it, adding value beyond 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?

Clear verb+resource: 'List squads for a team.' Distinguishes from sibling tools like list_teams and list_services.

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?

States that owner_id is required and directs user to use list_teams to find it. Provides context but no explicit when-not-to-use.

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

squadcast_list_teamsList teamsA
Read-only
Inspect

List all teams in the organization. A team id is the owner_id/teamID several other tools require. Squadcast: GET /v3/teams.

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`, and the description adds that it uses a GET request, confirming it is a safe read-only operation. It states it lists all teams, which is transparent about the scope.

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 long, front-loads the core purpose, and adds a valuable contextual note about team IDs. Every sentence is necessary and concise.

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 list tool with no parameters and no output schema, the description covers the essential information: what it does and why it matters. It could mention potential pagination or rate limits, but these are not critical given the simplicity and read-only nature.

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 zero parameters, so there are no parameter semantics to explain. According to the scoring rule, zero parameters yields a baseline score of 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 'List all teams in the organization,' specifying the verb and resource. It distinguishes itself from the sibling tool `squadcast_get_team` (which retrieves a single team) by implying this tool returns all teams.

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 explains that the team ID returned by this tool is used as `owner_id`/`teamID` by other tools, providing a clear use case. It lacks explicit when-to-use or when-not-to-use guidance but effectively implies its role as a prerequisite for other operations.

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

squadcast_list_usersList usersB
Read-only
Inspect

List all users in the organization. Squadcast: GET /v3/users.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior2/5

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

The readOnlyHint annotation already indicates this is a safe read operation. The description adds only the API endpoint, with no additional behavioral traits such as pagination, permissions, or data volume.

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 short sentences convey the purpose and API endpoint without any wasted words. Efficiently front-loaded.

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 no parameters and the readOnlyHint annotation, the description is fairly complete. It could mention that the list is unfiltered, but the existence of squadcast_get_user for specific users provides implicit contrast.

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?

There are zero parameters, and schema description coverage is 100%. The description adds no parameter info, which is acceptable as no parameters exist.

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 lists all users in the organization and provides the API endpoint. However, it does not differentiate from the sibling tool squadcast_get_user which retrieves a single user.

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 guidance is provided on when to use this tool versus alternatives like squadcast_get_user. The agent is left to infer usage context.

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

squadcast_resolve_incidentResolve incidentA
Destructive
Inspect

Resolve an incident on the LIVE account, recording a resolution message. Squadcast: POST /v3/incidents/{incidentID}/resolve.

ParametersJSON Schema
NameRequiredDescriptionDefault
messageYesResolution reason/message (required).
incidentIdYesThe incident id to resolve (required).
Behavior4/5

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

Annotations already mark destructiveHint=true. Description adds context about LIVE account and recording a message, reinforcing the destructive nature. 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?

Single sentence, front-loaded with purpose, no unnecessary words. Every part earns its place.

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?

Covers purpose and input adequately for a simple action with no output schema. Could mention finality vs acknowledge but not required given title differentiation.

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% with clear descriptions for both parameters. Description adds minimal extra meaning beyond 'recording a resolution message', not enough to exceed baseline.

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 verb 'resolve', resource 'incident', and context 'LIVE account' with 'recording a resolution message'. Distinguishes from siblings like 'acknowledge' and 'add note'.

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 (when you want to resolve an incident), but no explicit when-not-to-use or comparison with alternatives like acknowledge. Lacks prerequisites or context.

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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