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Glama

BGPT Scientific Data

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Server Details

Search Daily-Updated Scientific Data

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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MCP server

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Tool DescriptionsA

Average 4.8/5 across 2 of 2 tools scored.

Server CoherenceA
Disambiguation5/5

lookup_paper retrieves a specific paper by DOI, while search_papers searches across papers by query. Their purposes are distinct with no overlap.

Naming Consistency5/5

Both tools follow a consistent verb_noun snake_case pattern (lookup_paper, search_papers), making them predictable.

Tool Count3/5

With only two tools, the server feels slightly thin for a comprehensive scientific data API, but it may be sufficient for a narrow read-only scope.

Completeness4/5

The tools cover the basic retrieval needs (lookup by DOI and search by query). Minor gaps exist, such as no method to list recent papers without a search query, but the search tool's parameters mitigate this.

Available Tools

2 tools
lookup_paperLook up paper by DOI
Read-onlyIdempotent
Inspect

Look up a single paper by its DOI.

Args: doi: The DOI of the paper (e.g. "10.1038/s41586-024-07386-0"). output_format: "evidence" for compact claim-level evidence (default), "legacy" for original paper metadata, or "full" for both.

Returns: An envelope with found status and the paper in result, or a not-found message. A found paper counts as one result.

ParametersJSON Schema
NameRequiredDescriptionDefault
doiYes
output_formatNoevidence

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_papersSearch scientific evidence
Read-onlyIdempotent
Inspect

Search claim-level evidence extracted from full-text scientific papers.

Args: query: Search terms (e.g. "CRISPR gene editing efficiency"). Short, concise queries are best. English language only. Use days_back and num_results instead of adding years or filters to the query. num_results: Number of results to return (1-100, default 16). First 50 results are free, then metered per result for paid users. days_back: Only return papers published within the last N days. output_format: "evidence" for compact claim-level evidence (default), "legacy" for original paper metadata, or "full" for both.

Returns: An envelope whose results list contains papers with claims, experiments, exact results, demonstrated scope, limitations, and provenance.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYes
days_backNo
num_resultsNo
output_formatNoevidence

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

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