Skip to main content
Glama

Read Paper Events

research_paper_events
Read-only

Read paged paper event summaries; full input evidence remains in the private audit export. Paid, owner-only. No live orders or model inference. Access: keyless: subscription_required with a subscribe link.

Input Schema

NameRequiredDescriptionDefault
offsetNoZero-based row offset; 0 starts the first page.
book_idYes32 lowercase hex paper-account ID from an owned account result.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare a safe, closed-world read, so the description adds real value on top: output is paged, full input evidence is deliberately excluded and lives in a private audit export, and there are no live orders or model inference. The remaining gap is pagination termination behavior and whether entries can be empty, which is not disclosed.

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?

Purpose is front-loaded in the first clause, followed by the evidence-withholding caveat and access requirements, with no filler sentences. The telegraphic fragments ("No live orders or model inference") are terse but each carries distinct information.

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?

For a two-parameter read with no output schema, the description covers what is returned (paged event summaries), what is not returned (raw input evidence), and the access model. Minor incompleteness remains around paging limits and result ordering, but nothing essential for a correct invocation is missing.

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 coverage is 100% with only two well-documented parameters, so the schema already carries offset semantics and the book_id format. The description only implies pagination via "paged" and adds no format or constraint detail beyond the schema; baseline 3 applies.

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?

"Read paged paper event summaries" names a specific verb and resource, and the follow-on clauses scope it (evidence withheld, paid, owner-only). It is distinguishable from write-side siblings like research_paper_append_journal, though it does not explicitly contrast with research_paper_read or research_paper_journal, which an agent must infer.

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?

The description gives access preconditions (paid, owner-only, keyless subscription with subscribe link) which imply when the call will succeed, but it never states when to choose this over research_paper_read, research_paper_journal, or research_paper_list. Usage is implied rather than directed.

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.