A
licenseNot graded
qualityC
maintenanceMCP server for interacting with Overleaf projects, enabling project listing, file reads, LaTeX section discovery, and revision-guarded writes through natural language.
AGPL 3.0
overleaf-paper-mcp
by jcswhldbb
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TDQS
A4/5.0
Scored across 16 tools
Disambiguation4/5
Most tools are clearly distinct by action and resource (auth, project, file, compile/PDF), and descriptions explicitly disambiguate edge cases such as create_project vs create_project_from_zip. There is slight overlap between create_file and upload_file for creating new files, and open_project serves a niche 'inspect UI' purpose, but both are hedged clearly enough to avoid significant misselection.
Naming Consistency4/5
The dominant pattern overleaf_verb_noun is used consistently across all file and project operations. The exceptions are ping (missing the overleaf_ prefix) and login/logout/compile (verb-only), which are minor and conventional deviations.
Tool Count3/5
With 16 tools, the set sits just above the ideal 3-15 range. Ping, open_project, and create_file add marginal value and make it feel slightly heavy, though no tool is truly out of place in the Overleaf workflow.
Completeness4/5
The tool surface covers the core lifecycle well: auth, project creation (empty/zip), project listing, file CRUD (download/upload/rename/delete), compilation, and PDF download. Gaps include project deletion, folder deletion/rename/move, and nested-folder or nested upload support, but these are workable limitations rather than blocking dead ends.
Maintenance
ActivitySlowing
ResponsivenessNo issues