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Zernio

by com.zernio

Search the Late API documentation

docs_search
Read-only

Search across the Late API documentation to find relevant information, code examples, API references, and guides.

Use this tool when you need to answer questions about Late, find specific documentation, understand how features work, or locate implementation details.

The search returns contextual content with section titles and relevant snippets.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query (e.g., 'webhooks', 'create post', 'authentication') (required)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds behavioral value beyond annotations by disclosing what results look like: 'contextual content with section titles and relevant snippets.' This helps set expectations about return structure without contradicting 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.

Conciseness5/5

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

Three sentences with no filler: the first states the operation, the second gives when to use it, the third describes the output format. It is front-loaded and each sentence earns its place.

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?

Given the single-parameter schema, full schema coverage, and an output schema present, the description provides all necessary context for a search tool. The return behavior is described, safety is covered by annotations, and nothing an agent needs to invoke it correctly is missing.

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%, including an example query ('webhooks', 'create post', 'authentication'), so the description need not elaborate further. The description adds no parameter-level detail, but the schema already fully documents the single query 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 states a specific verb and resource: 'Search across the Late API documentation.' It also enumerates the content types (code examples, API references, guides), and the named resource 'Late API documentation' distinguishes it from siblings like search_tools, which searches tools.

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 gives explicit when-to-use guidance: answer questions about Late, find specific documentation, understand features, or locate implementation details. It does not explicitly contrast with alternatives like search_tools, but the condition is clear enough for an agent to route to this tool.

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

C2.7/5.0
Disambiguation3/5

Many tools are clearly separated by domain prefix, but several overlap: posts_publish_now duplicates posts_create's publish_now mode, posts_edit_post vs posts_update is confusing without reading both descriptions, and analytics_get_analytics broadly overlaps the more specific analytics metrics tools. The descriptions do help disambiguate, but the large number of similar post/analytics helpers still creates selection risk.

Naming Consistency3/5

Most tools follow a readable lower_snake resource_verb format, with domains like accounts_, posts_, profiles_, and queue_. However, there is notable drift: redundant suffixes (queue_create_queue_slot, tracking_tags_get_tracking_tag_stats), singular/plural mismatch (account_groups_ vs accounts_), non-prefixed helpers (call_tool, search_tools, docs_search), and paired verbs that seem arbitrary (posts_edit_post vs posts_update). It is readable but not cleanly consistent.

Tool Count2/5

51 tools is far above the range where an agent can quickly select the right one, and many entries are wrappers or variants: publish_now, edit_post, retry_all_failed, and multiple analytics/queue helpers could be consolidated. The broad domain justifies more tools than a tiny server, but this count is excessive and will add navigation overhead.

Completeness4/5

The server covers the core social media management lifecycle well: profiles, accounts, posts, scheduling, queueing, analytics, comments, mentions, media uploads, tracking tags, and usage billing are all represented. There are minor gaps—tracking tags are read-only, there is no direct account connection/disconnection flow, and published-post deletion is unsupported—but agents can complete the main workflows with these tools.

Resources