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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
CROSSREF_MAILTONoOptional e-mail address sent to Crossref's polite pool.
GOOGLE_BOOKS_API_KEYNoOptional Google Books API key; avoids HTTP 429 on annotate_isbn_google.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
logging
{}
prompts
{
  "listChanged": true
}
resources
{
  "subscribe": false,
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_article_historyA

Retrieve the full revision history of a Wikipedia article.

Returns one row per revision: art, revid, parentid, user, userid, timestamp, size, comment, tags -- sorted oldest first. Wikitext is not included; use get_article_recent for that.

get_article_recentA

Retrieve the latest revision of an article (at or before date_limit), including its full wikitext. Returns {"metadata": {...}, "wikitext": "..."}.

get_article_initialA

Retrieve the first (creation) revision of an article with its wikitext. Returns {"metadata": {...}, "wikitext": "..."}.

get_article_infoB

Current page metadata: pageid, title, length, last revision id, touched timestamp. A non-existent page is reported with "missing": true.

get_tables_allB

Info + initial revision + latest revision + full history in one call. Returns {"info", "initial", "recent", "history"}.

get_category_pagesB

Article titles (namespace 0) directly in a category.

get_pages_in_cat_tableA

Pages directly in a category as a table (pageid, ns, title, type).

get_subcat_tableC

Direct subcategories of a category.

get_subcat_multipleC

Direct subcategories for several categories (rows carry source_category).

get_subcat_with_depthC

Recursively collect subcategories down to depth levels (1-5).

get_page_in_cat_multipleC

Pages in several categories (rows carry source_category).

get_category_historyC

Full revision history for a list of articles, concatenated.

get_category_recentC

Latest revision metadata and wikitext for a list of articles. Returns {"metadata": [...], "wikitext": [...]} in input order.

get_category_creationC

Creation (first revision) metadata for a list of articles.

get_doi_countB

Count DOIs in a wikitext string. Returns {"count": n}.

get_ref_countB

Count tags in a wikitext string. Returns {"count": n}.

get_url_countB

Count http(s) URLs in a wikitext string. Returns {"count": n}.

get_isbn_countB

Count ISBNs in a wikitext string. Returns {"count": n}.

get_hyperlink_countB

Count [[wikilinks]] in a wikitext string. Returns {"count": n}.

get_any_countB

Count matches of a regular expression in a text. Returns {"count": n}.

extract_citationsB

Return every {{cite ...}} template found in a wikitext string.

extract_wikihypelinksB

Return every [[wikilink]] found in a wikitext string.

replace_wikihypelinksA

Replace [[Target|Label]] with Label and [[Target]] with Target. Returns {"cleaned_text": "..."}.

parse_cite_typeA

Parse one {{cite ...}} template string. Returns {"cite_type": "journal", "fields": {...}}, or {} if none is found.

extract_with_regexC

Apply a regular expression to an article's latest wikitext.

extract_all_regexB

Apply all built-in patterns (doi, url, ref, isbn, wikilink, pmid, cite_all) to an article's latest wikitext.

parse_citationsC

Structured citation table, one row per citation template (doi, isbn, pmid, url, title, author, year, journal, publisher, accessdate). Understands the native templates of en/fr/de/es/it/pt Wikipedias.

parse_all_citationsC

Long-form citation table, one row per template field (variable, value, canonical_field).

get_citation_typesB

Count citation templates by canonical type (journal, book, web, news, ...) for an article.

get_source_type_countsB

Count citation templates by canonical type in a raw wikitext string.

get_sci_scoreB

SciScore: the fraction of an article's citation templates that cite journals (0-1). Returns {"sci_score", "article", "lang", "revid"}.

get_top_cited_papersB

The (up to) 40 most-cited DOIs in an article, annotated through EuropePMC and ranked by how many times the article cites them (wiki_count).

get_revert_countsA

Revert-tagged edits (mw-reverted, mw-undo, mw-rollback) per article in a date window, most reverted first.

Wikipedia only keeps recent changes for about 30 days, so older windows return partial or empty results. The scan can take a minute or more.

annotate_dois_europmcB

Annotate DOIs through EuropePMC: PMID/PMCID, title, authors, journal, year, citation_count, is_open_access. One row per input DOI.

annotate_dois_crossrefB

Annotate DOIs through CrossRef: title, authors, journal, year, publisher, type, is_referenced_by_count, url.

annotate_dois_bibtexC

BibTeX entries for DOIs (CrossRef content negotiation). Returns {"bibtex_entries": [...]}.

annotate_isbn_googleA

Book metadata from Google Books for one ISBN. The keyless quota is small; set GOOGLE_BOOKS_API_KEY in the server's environment to avoid HTTP 429, or use annotate_isbn_openlib instead.

annotate_isbn_openlibC

Book metadata from Open Library for one ISBN.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2.9/5.0

Scored across 38 tools

Disambiguation3/5

Several clusters of tools overlap significantly: get_subcat_table / get_subcat_multiple / get_subcat_with_depth all fetch subcategories, and get_category_pages / get_pages_in_cat_table / get_page_in_cat_multiple all list pages in categories. Count and parsing tools (get_any_count vs the specific *_count tools, parse_cite_type vs parse_citations vs parse_all_citations) also blur boundaries, though descriptions provide some differentiation.

Naming Consistency4/5

Most names follow a consistent snake_case verb_noun pattern (get_*, extract_*, parse_*, annotate_*). Minor deviations like mixing 'table', 'multiple', and 'with_depth' suffixes for parallel operations introduce slight unpredictability but overall naming is coherent.

Tool Count2/5

38 tools is heavy for the scope, and much of the surface is redundant parallel variants (three subcategory getters, three page-in-category getters, two ISBN annotators, multiple citation parsers). Consolidation would reduce cognitive load.

Completeness4/5

Coverage is strong across the domain: extraction, parsing, counting, history at multiple levels (subcategory/page), external annotation via EuropePMC/CrossRef/OpenLibrary/Google Books, and derived metrics like sci_score. Minor gaps only in areas like write/update operations, which may be out of scope.

Maintenance

ActivityMaintained
ResponsivenessNo issues