Skip to main content
Glama

get_ledger

The append-only developmental ledger: every growth, pruning, and evaluation event with reasons (NG3 — returned verbatim).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
agent_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

No annotations are provided, so the description carries the behavioral disclosure burden. It adds useful facts: the ledger is append-only and entries are returned verbatim rather than transformed or summarized. It does not describe side effects, ordering, or pagination, though the 'get' nature and 'returned' wording strongly imply a read-only operation.

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 a single compact sentence that front-loads the resource and its core trait: the append-only developmental ledger. The 'NG3 — returned verbatim' clause is cryptic, but it does not add excessive bulk, and the description remains efficient.

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 read tool with an output schema, the description covers the ledger's content and verbatim return behavior. It is incomplete on parameter semantics and usage guidance, but agent_id and limit are straightforward enough that a basic call can be constructed from the schema and description alone.

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 the description does not mention agent_id or limit at all. The agent must infer that agent_id selects whose ledger to fetch and that limit caps the returned entries; ordering, default behavior, and how the word 'every' relates to a default limit of 100 remain unclear.

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 as an append-only developmental ledger and enumerates its contents: growth, pruning, and evaluation events with reasons. It is more specific than a generic 'get ledger' and is distinguishable from siblings like get_agent and describe_agent. The action is not explicitly stated as 'retrieves', but 'returned verbatim' and the tool name make the read intent clear.

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 offers no explicit when-to-use or when-not-to-use guidance, and it does not name alternative sibling tools. The phrasing implies this is for inspecting developmental history, but an agent is not told how this relates to options like export_state, get_agent, or describe_agent.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.