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  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    Provides text analysis tools including TF-IDF document search and text profiling (sentiment, readability, keywords) for analyzing text corpora through structured MCP interfaces.
    BSD 3-Clause
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides a fully offline German Bible study environment with four freely licensed translations, word-for-word original-text morphology across four editions, concordance, cross-references, full-text search, and text-critical edition comparison via one SQLite database.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that gives AI agents read access to a Zotero library, enabling search, item metadata, collections, tags, notes, and full-text search of attached PDFs.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for retrieving hadith text and metadata from auditable sources, providing exact references, Arabic text, English translations, and source-attributed grading.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that gives text-only LLMs like DeepSeek vision capabilities by OCRing images, PDFs, Office documents, and text files into pure text. It provides tools like read_document and ocr_image to enable file analysis.
    5
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables searching and reading full text of papers in a Zotero library by converting PDF attachments to Markdown and exposing a full-text search index to LLM tools.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP agents to search academic literature across multiple scholarly engines, explore papers, authors, and references, inspect abstracts and full text, maintain saved paper collections, and export citations, BibTeX, abstracts, or full-text corpora.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides LIWC-style dictionary scoring of text with deterministic, provenance-first analysis, enabling researchers and AI agents to perform reproducible text analysis via MCP tools.
    Apache 2.0
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to search a Zotero library by text query and retrieve complete item metadata or full-text PDF contents through the Zotero local or Web API. Tools can be chained sequentially, letting assistants find items and then pull their details or text content.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for accessing SPEAR model output from various sources (AWS, STAC API, local) and integrating with AI assistants like Claude Desktop or a SPEAR Climate Chatbot.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    An employee-analytics MCP server backed by SQLite that provides hand-written SQL queries for common analytics tasks like salary ranking and department statistics. It self-seeds sample data, enabling immediate testing of GROUP BY, window functions, NULL handling, and subqueries.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Classifies PDFs (text-based vs scanned vs image vs mixed), extracts text, and converts to clean Markdown over Streamable HTTP MCP. Supports remote PDFs via URL or base64, with optional page restriction and OCR fallback detection.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and retrieving biomedical literature from Europe PMC, including abstracts, full-text (JATS XML), text-mined annotations, citations, references, and database cross-links, through natural language queries and automated data staging.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Explains why two scientific papers disagree. A contradiction explorer for bench scientists that compares two studies' designs and grounds every claim in a verbatim quote from the source text.
    2
    3
    29 npm
    1
    MIT