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data_changelog

Dated record of every change to the data this server sells: rule flips, label fixes, duplicate removals, band versions, sample notices, each with the date, the tools affected and the count. Optional tool name to filter, and limit

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toolNo
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
toolNo
countYes
errorNo
entriesYes
updatedNo
disabledNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / x-lexicon / bundleSha256
      Previous value: -"a1c2e10fd3177d6b4d59ca78693e8fb36880165cf0f735f680dd86a510411178"New value: +"e5b4290024a229f2bdf97f8fc6a0079c3fe13b77267f41fdcffeb8b26aa1c41e"
  2. Changed1 schema field changed
    • changedInput schema / x-lexicon / bundleSha256
      Previous value: -"1eeb782ee15fe69fc80776948e0556fa6b795e210e6305935b2c97b73d955cda"New value: +"a1c2e10fd3177d6b4d59ca78693e8fb36880165cf0f735f680dd86a510411178"
  3. Changed1 schema field changed
    • changedInput schema / x-lexicon / bundleSha256
      Previous value: -"c014292cad7497ce9fd68c33345ac32cb42b672c8e77d6c749c26e162cc207e4"New value: +"1eeb782ee15fe69fc80776948e0556fa6b795e210e6305935b2c97b73d955cda"
  4. Changed3 schema fields changed
    • addedInput schema / x-aliases
      Added value: +{
      +  "limit": [
      +    "Limit",
      +    "limits",
      +    "$limit",
      +    "_limit",
      +    "Limits"
      +  ]
      +}
    • addedInput schema / x-lexicon
      Added value: +{
      +  "bundleSha256": "c014292cad7497ce9fd68c33345ac32cb42b672c8e77d6c749c26e162cc207e4",
      +  "name": "ChainHelix Agentic Lexicon",
      +  "resolve": "lexicon_resolve",
      +  "spec": "lexicon_spec",
      +  "version": "0.1.0"
      +}
    • addedInput schema / x-vocab
      Added value: +{
      +  "limit": "data.limit",
      +  "tool": "agent.tool"
      +}
  5. Added

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It does disclose the kind of data returned (date, tools affected, count) and the optional tool filter, which is useful. However, it does not mention ordering, default limit behavior, pagination, or any caveats about how far back the changelog goes.

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 compact and front-loaded with the core purpose before listing example change types. The second sentence is telegraphic but still conveys the optional filter and limit. Minor structural roughness keeps it from a 5, but there is no wasted verbiage.

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?

This is a simple read-style tool with only two optional parameters and an output schema present, so the description does not need to detail return values. It explains what is in the changelog and how to filter it. The main omissions are default limit behavior and ordering, which are useful but not critical for a basic call.

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 0%, so the description must compensate for the schema's silence. It adds modest meaning by explaining that tool is an optional name filter and that limit is available. It does not clarify what limit controls precisely, whether there is a max/default, or what tool names are acceptable.

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 identifies the resource (every change to the data this server sells) and gives concrete examples such as rule flips, label fixes, and duplicate removals. It lacks an explicit verb like 'Returns' or 'Lists,' but 'Dated record of every change' sufficiently conveys a listing tool. It also distinguishes itself from most siblings by describing its specific changelog content.

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?

The description provides no guidance on when to use this tool instead of siblings such as agent_report, market_state, or instrument_spec. The only usage-related information is that the tool parameter is optional and acts as a filter, which is parameter guidance rather than contextual use guidance. No alternatives, exclusions, or conditions are mentioned.

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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