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"Analyzing Large Amounts of Text" matching MCP servers:

  • llms-txt-mcp

    tenequm
    A
    license
    -
    quality
    C
    maintenance
    Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.
    3
    MIT

  • xupersplit

    kanylbullen
    A
    license
    -
    quality
    A
    maintenance
    Runs an entire shared-expense split from an assistant: create one, add what each person paid (equally, by weighted shares or exact amounts), record paybacks, and read back who owes whom as the fewest transfers. Eleven tools covering the whole lifecycle, with no account and no API key — people are referred to by name and amounts are plain decimals, so an agent never handles uuids or cents.
    4
    MIT

  • Local Filesystem MCP Server

    paracetamol951
    -
    license
    -
    quality
    -
    maintenance
    Enables exploration and search of local filesystems using glob pattern matching to find files and grep to search for text patterns within files.

  • Scholar Sidekick

    mlava
    A
    license
    A
    quality
    A
    maintenance
    Resolves scholarly identifiers — DOI, PubMed ID, PMCID, ISBN, ISSN, arXiv, ADS bibcode — into clean, formatted citations in any of 10,000+ CSL styles. Returns plain text, HTML, Markdown, RIS, BibTeX, CSL-JSON, or EndNote XML for direct paste or reference manager import.
    7
    280
    7
    MIT

  • NeuronScope MCP Server

    RudrenduPaul
    A
    license
    A
    quality
    A
    maintenance
    MCP server for analyzing transformer language model internals, exposing tools to trace attention heads and neurons responsible for predictions, get activation statistics, ablate components, and sketch circuits.
    4
    1
    MIT

  • eosl-mcp

    Kranny36
    A
    license
    A
    quality
    A
    maintenance
    Source-backed hardware end-of-life (EOL/EOSL) lookups by part number for enterprise gear — support status, end-of-sale and end-of-support dates, with the vendor's own bulletin URL on every answer. Unknown parts return found:false, never a guess.
    6
    5
    1
    Apache 2.0

  • agentic-os-mcp

    Jarroslav
    A
    license
    A
    quality
    A
    maintenance
    Read-only MCP server that exposes the agentic-os governance, SDLC, and Quality Engineering methodology to any MCP host. It never writes to your repository and never executes code — it serves the methodology, plans an install, and verifies it, handing any commands back to the host to run.
    2
    7
    Apache 2.0

  • mcp-archiveorg

    smeet666
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for the Internet Archive that enables searching the full text of digitized books, browsing the catalogue, and reading Wayback Machine captures. No API key or configuration required.
    4
    6
    816
    MIT

  • Australian Bureau of

    Bigred97
    A
    license
    A
    quality
    B
    maintenance
    Ask Claude "What's the unemployment rate in NSW?" and get a real answer. Wraps the Australian Bureau of Statistics API with plain-English tools and curated mappings for 10 economic indicators (unemployment, inflation, wages, GDP, housing, population).
    7
    MIT

  • signs-of-ai

    peopleworks
    A
    license
    A
    quality
    A
    maintenance
    Bilingual (EN/ES) AI-writing detection that shows the evidence instead of a percentage: named tells with line and column, hidden-character inspection, and citation cross-checking against a document's own bibliography. Seven of its nine tools run entirely locally and never touch the network.
    10
    20
    MIT

  • Google CrUX MCP

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables natural language queries of the Chrome UX Report API to fetch Core Web Vitals (LCP, INP, CLS, FCP, TTFB), compare form factors, benchmark pages against site averages, and analyze up to 40 weeks of performance trends.
    6
    134
    MIT

  • gograph

    ozgurcd
    A
    license
    A
    quality
    A
    maintenance
    A local AST and type-aware Go repository context indexer that uses CHA to map symbols, call graphs, dependencies, and architecture patterns. Built for AI coding agents that need to navigate and reason about large Go codebases without reading raw files.
    65
    208
    MIT

  • fw-context-mcp

    turbyho
    A
    license
    A
    quality
    A
    maintenance
    Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.
    34
    7
    MIT