Skip to main content
Glama

search_papers

Search scholarly papers (OpenAlex index of 250M+ works). Returns up to 25 results with title, authors, year, venue, DOI, citation count, open-access PDF link, abstract (reconstructed from OpenAlex's inverted index; may be null when the publisher withholds it) and OpenAlex id. Optional from_year / to_year / open_access_only filters. Data: OpenAlex (CC0, openalex.org) with Crossref REST (crossref.org) for retraction notices and as fallback. Upstream errors are not charged. Costs $0.005 USDC per search via x402.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of results, 1-25 (default 10)
queryYesSearch terms (title, abstract and full-text relevance search)
to_yearNoLatest publication year (inclusive)
from_yearNoEarliest publication year (inclusive)
open_access_onlyNoOnly open-access works (default false)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does well: it discloses result cap ('up to 25 results'), the exact fields returned, a data caveat ('abstract ... may be null when the publisher withholds it'), source composition (OpenAlex plus Crossref for retraction notices/fallback), billing behavior ('Upstream errors are not charged'), and the x402 payment model. It stops short of rate limits, pagination beyond the limit cap, or latency expectations.

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?

It is front-loaded with purpose, then return shape, then filters, then sourcing and cost, with little redundancy. A few clauses (CC0 licensing, Crossref fallback mechanics) are marginal for tool selection, keeping it from a 5.

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?

With no output schema and no annotations, the description compensates well by enumerating returned fields, the abstract caveat, cost, and error-charging behavior. It is nearly complete for an agent to call the tool correctly, missing only pagination/rate-limit detail and any note on query syntax expectations.

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 100%, so the schema already documents every parameter including ranges and defaults, which sets the baseline at 3. The description restates the optional from_year/to_year/open_access_only filters and the result cap but adds no syntax, format, or interaction guidance (e.g. from_year > to_year handling) beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb+resource ('Search scholarly papers') and immediately scopes it with 'OpenAlex index of 250M+ works,' which is unambiguous versus siblings like get_paper or check_citation. An agent can tell this is the free-text discovery tool without opening the schema.

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 by the verb and by the presence of from_year/to_year/open_access_only filters, and the explicit cost ('$0.005 USDC per search via x402') gives a decision-relevant signal. However, there is no explicit when-to-use/when-not guidance and no signposting toward alternatives such as get_paper for a known DOI or check_citation for citation lookup.

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.

Resources