{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-latex-mcp-server","slug":"latex-mcp-server","name":"Latex MCP Server","type":"mcp","url":"https://github.com/Yeok-c/latex-mcp-server","page_url":"https://unfragile.ai/latex-mcp-server","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-latex-mcp-server__cap_0","uri":"capability://automation.workflow.latex.document.compilation.with.error.reporting","name":"latex document compilation with error reporting","description":"Compiles LaTeX source files to PDF using pdflatex or xelatex backend, capturing compilation logs and parsing error/warning messages to surface actionable feedback. The MCP server wraps the LaTeX compiler subprocess, monitors exit codes, and extracts diagnostic information from .log files to report missing packages, syntax errors, and undefined references back to the client.","intents":["I want to compile my LaTeX document and see what errors occurred without leaving my editor","I need to automate LaTeX compilation as part of a document generation pipeline","I want to catch LaTeX errors early and get detailed diagnostics about what went wrong"],"best_for":["researchers and academics writing papers in LaTeX","teams automating scientific document generation workflows","developers building LaTeX-aware IDE integrations"],"limitations":["Compilation time depends on document complexity and system resources — large documents with many figures may take 10-30+ seconds","Requires full LaTeX distribution installed locally; cannot compile without pdflatex/xelatex binaries","Error parsing is regex-based and may miss edge cases in complex error messages or non-English LaTeX output","No incremental compilation — each invocation compiles the full document from scratch"],"requires":["TeX Live, MiKTeX, or MacTeX distribution installed","pdflatex or xelatex executable in system PATH","Write permissions to temporary directories for .aux, .log, .pdf output files","MCP client supporting tool/resource calls"],"input_types":["file path (string)","LaTeX source code (text)"],"output_types":["PDF file (binary)","compilation log (text)","structured error/warning list (JSON)"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_1","uri":"capability://search.retrieval.automated.academic.paper.discovery.and.download","name":"automated academic paper discovery and download","description":"Searches academic paper repositories (arXiv, CrossRef, or similar APIs) using citation metadata or keywords, downloads PDFs, and organizes them into a local library structure. The server queries external APIs with author/title/DOI information, validates download URLs, and stores papers with metadata for later retrieval and analysis.","intents":["I want to automatically fetch all papers cited in my LaTeX bibliography and organize them locally","I need to download a paper by DOI or arXiv ID and add it to my research library","I want to build a searchable collection of papers related to my document's topic"],"best_for":["academic researchers managing large literature reviews","teams automating paper collection for meta-analyses or surveys","developers building research knowledge management systems"],"limitations":["Depends on external API availability (arXiv, CrossRef) — rate limits may throttle bulk downloads to 1-3 requests/second","Not all papers are freely available; paywalled content requires institutional access or API credentials","PDF download success varies by source — some repositories block automated access or require user-agent spoofing","Metadata extraction from PDFs is imperfect; OCR-based extraction may fail on scanned papers or non-standard layouts"],"requires":["Internet connectivity to reach arXiv/CrossRef APIs","Optional API keys for premium academic databases (Semantic Scholar, Unpaywall)","Local disk space for PDF storage (100MB-1GB+ depending on library size)","BibTeX or CSL JSON bibliography file for citation parsing"],"input_types":["BibTeX entries (text)","DOI identifiers (string)","arXiv IDs (string)","author/title search queries (text)"],"output_types":["PDF files (binary)","metadata JSON (structured)","organized file directory structure (filesystem)","download status report (text/JSON)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_2","uri":"capability://data.processing.analysis.citation.metadata.extraction.and.bibliography.organization","name":"citation metadata extraction and bibliography organization","description":"Parses LaTeX bibliography files (.bib, .bibtex) and CSL JSON formats to extract citation metadata (authors, title, year, DOI, URL), validates entries for completeness, and reorganizes citations by category or author. The server uses regex and structured parsing to normalize citation formats and detect missing required fields.","intents":["I want to validate my bibliography and find missing or malformed citations","I need to organize my citations by topic or author for easier management","I want to extract structured metadata from my .bib file to use in other tools"],"best_for":["researchers managing large bibliographies (100+ citations)","teams standardizing citation formats across collaborative documents","developers building citation analysis or knowledge graph tools"],"limitations":["BibTeX parsing is regex-based and may fail on nested braces or non-standard field names","Does not validate citation accuracy against external sources — relies on local .bib file data","Cannot resolve ambiguous author names or detect duplicate entries with slight variations","Limited support for non-English characters in some parsing modes"],"requires":["Valid BibTeX or CSL JSON bibliography file","Read permissions on bibliography file","Python 3.8+ (if using pybtex or similar parsing library)"],"input_types":["BibTeX file (.bib, text)","CSL JSON file (structured)","LaTeX document with \\cite commands (text)"],"output_types":["structured citation metadata (JSON)","validation report (text/JSON)","reorganized bibliography file (text)","citation statistics (JSON)"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_3","uri":"capability://automation.workflow.visualization.script.execution.and.figure.generation","name":"visualization script execution and figure generation","description":"Executes Python, R, or MATLAB visualization scripts embedded in or referenced by LaTeX documents, captures output plots/figures, and saves them as image files (PNG, PDF, SVG) suitable for inclusion in LaTeX. The server manages script execution in isolated environments, handles dependencies, and maps generated figures to LaTeX \\includegraphics commands.","intents":["I want to regenerate all plots in my paper by running embedded Python scripts","I need to update a figure when the underlying data changes, without manually re-running scripts","I want to automate the pipeline from data → visualization → LaTeX document"],"best_for":["data scientists and researchers with computational papers","teams automating reproducible research workflows","developers building literate programming or notebook-to-LaTeX pipelines"],"limitations":["Script execution is synchronous — long-running visualizations (>30s) may timeout depending on MCP client timeout settings","Requires all script dependencies (matplotlib, ggplot2, etc.) pre-installed in the execution environment","No sandboxing — executing untrusted scripts poses security risks; requires careful input validation","Output format depends on script implementation — no automatic format conversion if script produces unexpected output types"],"requires":["Python 3.8+, R 4.0+, or MATLAB R2020a+ installed","Required visualization libraries (matplotlib, seaborn, ggplot2, etc.) in environment","Write permissions to output directory for generated figures","Script files must be readable and executable"],"input_types":["Python script file path (string)","R script file path (string)","MATLAB script file path (string)","data file path (CSV, JSON, HDF5, etc.)"],"output_types":["PNG image file (binary)","PDF figure (binary)","SVG vector graphic (text/XML)","execution log with errors/warnings (text)"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_4","uri":"capability://code.generation.editing.figure.and.table.insertion.with.latex.code.generation","name":"figure and table insertion with latex code generation","description":"Generates LaTeX code snippets for including figures (\\includegraphics), tables (\\begin{table}), and captions, automatically calculating dimensions, positioning, and label references. The server takes image files or table data as input, generates properly formatted LaTeX environments, and optionally inserts them at specified locations in the document.","intents":["I want to add a figure to my LaTeX document with proper caption and label, without writing the boilerplate code","I need to convert a CSV file into a LaTeX table with formatting","I want to insert multiple figures in a grid layout with consistent sizing"],"best_for":["researchers writing papers who want to focus on content, not LaTeX syntax","teams automating document assembly from components","developers building document generation pipelines"],"limitations":["Generated LaTeX code assumes standard document classes (article, report); may require manual adjustment for custom classes","Table generation from CSV is basic — complex multi-level headers or merged cells require manual editing","Figure sizing is heuristic-based; optimal dimensions depend on document layout and may need fine-tuning","Does not validate that referenced images exist or are in supported formats (PNG, PDF, JPG)"],"requires":["Image files in PNG, PDF, or JPG format (for figures)","CSV or structured data format (for tables)","Write permissions to LaTeX source file","Basic knowledge of LaTeX document structure"],"input_types":["image file path (string)","CSV file (text)","JSON table data (structured)","caption text (string)","label identifier (string)"],"output_types":["LaTeX code snippet (text)","modified LaTeX document (text)","figure/table reference (string)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_5","uri":"capability://data.processing.analysis.latex.document.structure.parsing.and.navigation","name":"latex document structure parsing and navigation","description":"Parses LaTeX source files to extract document structure (sections, subsections, chapters, environments), builds a hierarchical outline, and identifies cross-references (\\ref, \\cite, \\label). The server uses regex or AST-based parsing to map document sections and enables querying specific sections or finding undefined references.","intents":["I want to see the outline of my LaTeX document and navigate to specific sections","I need to find all undefined labels or broken cross-references in my document","I want to extract the structure of my paper to understand its organization"],"best_for":["researchers managing large multi-file LaTeX projects (dissertations, books)","teams validating document structure and consistency","developers building LaTeX analysis or refactoring tools"],"limitations":["Parsing is regex-based and may fail on complex nested environments or macros","Does not resolve \\input or \\include commands — requires flat file or manual file list","Cannot distinguish between user-defined and built-in LaTeX commands without semantic analysis","Cross-reference validation is local only — cannot verify that cited papers actually exist in bibliography"],"requires":["Valid LaTeX source file(s)","Read permissions on LaTeX files","Optional: list of included files if using \\input/\\include"],"input_types":["LaTeX source file path (string)","LaTeX source code (text)"],"output_types":["document outline (JSON/tree structure)","section list with line numbers (JSON)","cross-reference report (JSON)","undefined reference list (JSON)"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_6","uri":"capability://automation.workflow.multi.file.latex.project.management.and.compilation","name":"multi-file latex project management and compilation","description":"Manages LaTeX projects with multiple source files (main document, chapters, includes), tracks dependencies, and orchestrates compilation of the root document while handling \\input and \\include directives. The server maintains a project manifest, resolves file references, and ensures all dependencies are compiled in correct order.","intents":["I want to compile my multi-chapter dissertation without manually managing file dependencies","I need to track which files are included in my project and ensure they're all up-to-date","I want to compile only specific chapters for faster iteration during editing"],"best_for":["researchers writing large documents (dissertations, books, theses)","teams collaborating on multi-file LaTeX projects","developers automating build pipelines for documentation"],"limitations":["Dependency tracking is static — cannot handle conditional includes (\\if statements) without manual configuration","Partial compilation (single chapter) may fail if chapters depend on shared preamble or cross-references","No built-in version control or merge conflict resolution for collaborative editing","File path resolution assumes Unix-style paths; Windows path handling may require normalization"],"requires":["Root LaTeX file with \\input or \\include directives","All included files in accessible directories","pdflatex or xelatex with support for multi-file projects","Project manifest or configuration file (optional)"],"input_types":["root LaTeX file path (string)","project configuration (JSON/YAML)","file dependency list (text)"],"output_types":["compiled PDF (binary)","project dependency graph (JSON)","compilation report with file-level status (JSON)","build log (text)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_7","uri":"capability://data.processing.analysis.package.dependency.detection.and.installation.guidance","name":"package dependency detection and installation guidance","description":"Scans LaTeX source files for \\usepackage commands, identifies required packages, checks if they are installed in the local TeX distribution, and provides installation instructions for missing packages. The server parses package declarations, queries the TeX package database, and suggests apt/brew/tlmgr commands for installation.","intents":["I want to know what LaTeX packages my document requires and which ones are missing","I need to install missing packages to fix compilation errors","I want to audit my document for unnecessary or outdated package dependencies"],"best_for":["researchers troubleshooting LaTeX compilation errors","teams setting up reproducible LaTeX environments","developers automating LaTeX environment provisioning"],"limitations":["Package detection is regex-based and may miss packages loaded via \\RequirePackage or indirect dependencies","Installation guidance is distribution-specific (TeX Live, MiKTeX, MacTeX) — commands vary by platform","Does not detect version conflicts or incompatibilities between packages","Cannot automatically resolve package dependencies (e.g., if package A requires package B)"],"requires":["Valid LaTeX source file","TeX distribution installed (TeX Live, MiKTeX, or MacTeX)","tlmgr (TeX Live) or equivalent package manager in PATH","Read permissions on TeX package database"],"input_types":["LaTeX source file path (string)","LaTeX source code (text)"],"output_types":["package list (JSON)","installation status report (JSON)","installation commands (text/shell script)","dependency graph (JSON)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-latex-mcp-server__cap_8","uri":"capability://data.processing.analysis.latex.error.diagnosis.and.fix.suggestion","name":"latex error diagnosis and fix suggestion","description":"Parses LaTeX compilation logs to identify errors, warnings, and undefined references, categorizes them by severity and type (missing packages, syntax errors, undefined labels), and generates targeted fix suggestions. The server maps error messages to common causes and suggests code modifications or package installations.","intents":["I want to understand what went wrong when my LaTeX compilation failed","I need suggestions for how to fix common LaTeX errors without manual debugging","I want to prioritize which errors to fix first based on severity"],"best_for":["researchers new to LaTeX who need guidance on error resolution","teams automating error detection in CI/CD pipelines","developers building LaTeX linting or IDE tools"],"limitations":["Error message parsing is pattern-based and may miss non-standard or localized error messages","Fix suggestions are heuristic-based and may not address root causes in complex documents","Cannot distinguish between intentional warnings (e.g., overfull hboxes) and actual problems","Suggestions assume standard LaTeX practices; may not apply to custom document classes or macros"],"requires":["LaTeX compilation log file (.log)","Original LaTeX source file (for context)","Error pattern database (built-in or external)"],"input_types":["LaTeX log file (text)","LaTeX source code (text)","error message (string)"],"output_types":["error list with categorization (JSON)","fix suggestions (JSON/text)","severity report (JSON)","remediation steps (text)"],"categories":["data-processing-analysis","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":31,"verified":false,"data_access_risk":"high","permissions":["TeX Live, MiKTeX, or MacTeX distribution installed","pdflatex or xelatex executable in system PATH","Write permissions to temporary directories for .aux, .log, .pdf output files","MCP client supporting tool/resource calls","Internet connectivity to reach arXiv/CrossRef APIs","Optional API keys for premium academic databases (Semantic Scholar, Unpaywall)","Local disk space for PDF storage (100MB-1GB+ depending on library size)","BibTeX or CSL JSON bibliography file for citation parsing","Valid BibTeX or CSL JSON bibliography file","Read permissions on bibliography file"],"failure_modes":["Compilation time depends on document complexity and system resources — large documents with many figures may take 10-30+ seconds","Requires full LaTeX distribution installed locally; cannot compile without pdflatex/xelatex binaries","Error parsing is regex-based and may miss edge cases in complex error messages or non-English LaTeX output","No incremental compilation — each invocation compiles the full document from scratch","Depends on external API availability (arXiv, CrossRef) — rate limits may throttle bulk downloads to 1-3 requests/second","Not all papers are freely available; paywalled content requires institutional access or API credentials","PDF download success varies by source — some repositories block automated access or require user-agent spoofing","Metadata extraction from PDFs is imperfect; OCR-based extraction may fail on scanned papers or non-standard layouts","BibTeX parsing is regex-based and may fail on nested braces or non-standard field names","Does not validate citation accuracy against external sources — relies on local .bib file data","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.43,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.6,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.577Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=latex-mcp-server","compare_url":"https://unfragile.ai/compare?artifact=latex-mcp-server"}},"signature":"YhjSBvynHcM69NNmPBicoKbhX+uS5r9pNeqgJeJ5C+/waZQKIvsGRXEx4/7GYq3X9t2EqVYaO9YawVHbROvzBA==","signedAt":"2026-06-22T05:33:36.627Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/latex-mcp-server","artifact":"https://unfragile.ai/latex-mcp-server","verify":"https://unfragile.ai/api/v1/verify?slug=latex-mcp-server","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}