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Read one data series

get_series
Read-onlyIdempotent

One series with its publisher, source URL, SHA-256 of the collected file, licence (rights) and observations: the last twelve without a key (sample: true, observations_total says how many exist), all of them with a member key. A restricted series returns observations_withheld: true and no values for everyone: read it at source_url.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "slug": "<slug>",
      "key": "<key>"
    },
    "name": "get_series"
  }
}

Input Schema

NameRequiredDescriptionDefault
keyYes
slugYes
member_keyNoA member key (dfk1…), issued with the plan; omit it for the free sample

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered; the description earns credit for going beyond that with truncation semantics (default twelve observations, sample: true, observations_total), full retrieval with a member key, and the restricted-series path (observations_withheld: true, no values, fall back to source_url). It stops short of mentioning rate limits or any authentication/payment requirement behind the member key.

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?

A single dense sentence that front-loads the returned fields and then the key/sample branching, with no filler. It is dense to the point of mild ambiguity (repeated word 'key' for both parameters), but every clause carries information.

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?

With no output schema, the description correctly carries the return-shape burden and does so thoroughly, including the sample and withheld-observations cases. The gap is on the input side: the required `key` parameter is never defined, and there is no guidance on error or not-found behavior, which leaves an agent guessing about a mandatory argument.

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 33% — only member_key is documented in the schema — but the description meaningfully clarifies that omitting it returns the free sample while supplying it returns everything. However, the two required parameters are left unexplained: it never says what `key` is (the phrase 'without a key' is easily confused with member_key) and never distinguishes it from `slug`, both of which share an identical regex pattern.

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 names the specific resource (one series) and enumerates its payload — publisher, source URL, SHA-256, licence, observations — so an agent can distinguish it from siblings like get_edition or get_signal. The verb is only implicit (the fragment 'One series with...' relies on the title 'Read one data series' to establish retrieval), so it falls short of a clean verb+resource statement.

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 rather than stated: an agent infers 'call this to read a single series' but is given no comparison against siblings such as get_export or get_edition, nor any prerequisite note. The description does specify the key/no-key branching condition explicitly, which partly compensates but is about parameter choice, not tool choice.

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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