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openentity_read

Read the Open Entity llms.txt, the OEIS-1 spec (or one section, e.g. 10.4) or the Declaration text.

Input Schema

NameRequiredDescriptionDefault
topicYes
sectionNoSpec section number, e.g. 6 or 10.4

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. 'Read' implies a non-mutating retrieval, but the description does not state permissions, side effects, rate limits, or what the tool returns, leaving substantial behavioral gaps.

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 front-loaded sentence with the verb first and the resource options listed compactly. The parenthetical example '(or one section, e.g. 10.4)' earns its place by clarifying the optional section parameter.

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 read tool with no output schema and no annotations, the description identifies the resources and gives a section example, but it omits return format, whether section applies only to the spec topic, and error behavior. It is minimum viable but not complete.

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 description names the topic choices (llms.txt, spec, Declaration) and clarifies that section refers to a spec section, which adds meaning beyond the enum and partial schema descriptions. With only 50% schema description coverage, it partially compensates but does not explain whether section is valid only with the spec topic.

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 uses a specific verb, 'Read', and names the concrete resources: llms.txt, the OEIS-1 spec or a section of it, and the Declaration text. The purpose is clear without opening the schema, though it does not explicitly differentiate itself from sibling tools such as openentity_find.

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?

Usage is implied: fetch one of the named documentation resources, optionally narrowing the spec to one section such as 10.4. There is no explicit when-to-use versus alternatives guidance and no exclusion, so the agent must infer that this is for reading source documents rather than querying data.

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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