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aidelly_create_report

Create a report for a date range and synchronously build its analytics snapshot from the workspace connected accounts. Requires an Idempotency-Key header.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bodyNoOptional body override for endpoints with sparse parameter schemas.
queryNoOptional query overrides for endpoints with sparse parameter schemas.
titleYes
brand_idNo
sectionsNo
commentaryNo
templateIdNo
dateRangeEndYes
workspace_idNoWorkspace to operate in. Do not ask the user for this UUID — call aidelly_list_workspaces and use the `id` of the matching workspace. Optional for read operations; required when creating content.
dateRangeStartYes
idempotency_keyYes
includeComparisonNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Added

TDQS

B3.2/5.0
Behavior2/5

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

The description adds context about synchronous execution and building from connected accounts. However, it contradicts the annotation 'idempotentHint: false' by stating the tool requires an Idempotency-Key header, implying idempotency. This inconsistency reduces transparency. No mention of failure modes or permissions beyond the header requirement.

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 with two sentences. The first sentence effectively conveys the main purpose and behavior. The second adds a key requirement. No unnecessary content, though it could be slightly more structured to separate purpose from requirements.

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?

Given 12 parameters, no output schema, and low schema description coverage, the description is insufficient. It fails to explain return value, error handling, or how to construct the request beyond the header. The contradiction with annotations further undermines completeness.

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 only 25%, with most parameters (e.g., brand_id, sections, commentary, templateId, includeComparison) lacking descriptions. The description mentions date range but does not explicitly correlate to 'dateRangeStart' and 'dateRangeEnd' parameters. The IDempotency-Key header is mentioned but not reflected in the schema. The description does not compensate for the low coverage.

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 that the tool creates a report for a date range and synchronously builds an analytics snapshot from connected workspace accounts. It distinguishes from sibling tools like 'aidelly_create_report_schedule' or 'aidelly_list_reports'.

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 Idempotency-Key header, which is a usage guideline. However, it does not provide explicit guidance on when to use this tool versus alternatives (e.g., creating a scheduled report or viewing existing reports). The usage context is implied but not fully articulated.

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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TDQS

C2.2/5.0
Disambiguation2/5

Many tools have overlapping purposes, especially in approvals and post updates. For example, aidelly_action_post_approval and aidelly_post_approvals_id_action both handle approval actions, while aidelly_get_approvals and aidelly_list_pending_approvals appear to serve similar listing functions. The proliferation of HTTP-route-style names with generic prefixes (get_approvals_id, patch_posts_id) further obscures distinctions.

Naming Consistency1/5

The tool set mixes clean verb_noun names (create_post, list_posts) with HTTP-method-plus-path names (get_approvals_id, patch_posts_id, post_analytics_insights). There is no consistent pattern, and 'post' as a verb collides with the content post noun, creating confusion. The inconsistent conventions make it hard to predict tool names.

Tool Count1/5

With 124 tools, this server vastly exceeds the typical MCP server scope and the calibration threshold (50+ is extreme). Even for a comprehensive platform API, such a large surface overwhelms agents and makes selection impractical. The count is a severe mismatch for a usable MCP tool set.

Completeness4/5

The tool surface is remarkably comprehensive, covering CRUD for posts, drafts, scheduled posts, tasks, reports, webhooks, workspaces, e-commerce stores, and many more. Advanced features like approvals, repurpose jobs, and content automations are also represented. Minor gaps exist (e.g., no explicit delete for regular posts, only cancel), but the domain is well covered overall.