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Read-only HotAPI documentation: search integration guides and inspect OpenAPI operations.

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Status
Healthy
Uptime
99.8% over 18 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
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Claude
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TDQS

B3.1/5.0

Scored across 2 tools

Disambiguation4/5

The two tools have clearly different intents: one retrieves a specific operation plus its referenced schemas, the other performs read-only full-text search over integration/model docs. There is mild overlap since a doc search could surface operation information, but the descriptions make the boundary readable.

Naming Consistency4/5

Both names use snake_case with a leading verb (get_/search_), so the pattern is predictable. The noun portions differ in style (openapi_operation vs docs), but this reflects the different resource types rather than an inconsistency in convention.

Tool Count3/5

Two tools is thin for a documentation server that presumably covers many operations and models. The set is defensible as a minimal read-only surface, but it sits at the borderline where basic discovery workflows depend entirely on search.

Completeness3/5

There is a notable gap: no way to list or enumerate available operations, models, or doc sections, so an agent must already know what to search for or which operation ID to fetch. Retrieval and lookup are covered, but discovery/browsing is missing, creating a likely dead end.

Available Tools

2 tools
get_openapi_operationGet an OpenAPI operationB
Read-only
Inspect

Return one exact HotAPI operation and the schemas it references.

NameRequiredDescriptionDefault
pathYes
methodYes

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so safety is covered. The description adds useful behavioral context by stating the response includes the referenced schemas, which matters since there is no output schema, but it says nothing about lookup-failure behavior or result size.

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?

One front-loaded sentence with no wasted words. It is efficient, though the brevity edges toward under-specification given the untouched parameters.

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?

For a simple two-parameter lookup tool with explicit annotations, the description partially compensates for the absent output schema by naming what is returned. However, with zero parameter coverage and no error/edge-case guidance, it is only minimally adequate.

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%, so the description must carry parameter meaning — and it does not. Neither 'method' nor 'path' is mentioned, nor is the required '/v1/' prefix pattern or the GET/POST/DELETE constraint on method.

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?

Specific verb ('Return') plus a concrete resource ('one exact HotAPI operation and the schemas it references'). The word 'exact' distinguishes it from an exploratory lookup, but it never names the sibling search_docs, so differentiation is implicit rather than 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?

There is no statement of when to call this versus search_docs, no prerequisites, and no note on what happens when the method/path combination doesn't exist. The agent must infer that this is the precise-lookup counterpart to the search tool.

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

search_docsSearch HotAPI docsB
Read-only
Inspect

Search HotAPI integration and model documentation. Read-only; no API key required.

NameRequiredDescriptionDefault
limitNo
queryYes

TDQS

B3/5.0
Behavior3/5

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

readOnlyHint=true already tells the agent this is a safe read, so restating 'Read-only' adds nothing; however, 'no API key required' is genuinely useful behavioral context absent from the annotations. Missing are result ordering, whether matches span multiple doc sections, or how empty results behave.

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 short, front-loaded sentences with no filler; the purpose statement leads and the secondary constraint follows. It is efficient, though the read-only clause duplicates the annotation and could have been spent on parameter guidance instead.

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?

For a two-parameter search tool with no output schema, the description covers the what and the safety profile but stops short of the query semantics and result behavior an agent needs to call it well. Adequate, not complete.

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 there are two parameters. The description says nothing about what 'query' should contain (keyword vs. natural-language, scope over integration vs. model docs) or what 'limit' controls, so it fails to compensate for the empty schema.

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?

States a specific verb (Search) and resource (HotAPI integration and model documentation), which is clearly more informative than the bare name. It does not, however, distinguish itself from the sibling get_openapi_operation, leaving the agent to infer the boundary between free-text doc search and structured operation lookup.

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?

There is no when-to-use or when-not-to-use guidance, and the sibling get_openapi_operation is never mentioned as an alternative. The 'Read-only; no API key required' clause is context about cost/safety, not guidance on when this tool is the right choice.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedget_openapi_operation
    • First observedsearch_docs

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