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117,442 servers. Updated
20 Best Documentation MCP Servers: compared and ranked, November 2026Ranked from 2,545 matching servers on stars, growth, downloads and maintenance. Updated .

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"Automatically download and vectorize online project documentation for local knowledge storage" matching MCP servers:

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  • A
    license
    Not graded
    quality
    B
    maintenance
    A security-first, read-only MCP server that lets clients browse and read text, PDF, and XLSX files from an explicit allowlist of local folders, with strict path and secret protections.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides MCP tools for workspace initialization, health checks, context recall, and durable memory capture, enabling project-specific memory and shared company knowledge with citations.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables fast local hybrid search over a folder of markdown files via MCP, combining BM25 and vector similarity with explicit relevance verdicts and no LLM or network calls at query time.
    1
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides cited retrieval over local-first knowledge sources (TXT, CSV, Google Sheets, Zoho Mail, MBOX) via SQLite FTS5, with tools for searching and checking source status, returning evidence links instead of generated answers.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables searching and downloading PornHub videos via MCP tools with stealth anti-detection and aria2 for robust downloading.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Codex to manage macOS local and cloud storage by indexing files, planning moves or copies, executing them with SHA-256 verification, and requiring explicit confirmation before deleting local originals.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A lightweight MCP data broker that stores large binary payloads under a UUID, enabling MCP clients and agents to exchange massive results without flooding the LLM context window.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Codex to read and modify Microsoft Project plans on Windows through live preview and apply workflows, as well as offline change-set operations when Project is closed. It supports task, resource, dependency, notes, export, and XML-to-MPP creation workflows.
    -
  • A
    license
    A
    quality
    C
    maintenance
    A universal paper downloader MCP that probes providers by DOI/identifier, downloads to a short-lived staging area, validates PDFs, and cleans up, while leaving final storage and management to the calling project.
    6
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Hosted MCP server for Exact Online. Ask questions, pull reports, and prepare bookings you approve first.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Google Cloud Storage buckets and blobs through an MCP server, supporting operations like listing, uploading, searching, batch operations, and generating signed URLs.
    9
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides complete coverage of the QuickBooks Online Accounting API v3, enabling queries, financial reports, sales and expense management, and write operations with deployment-controlled access.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Read-only Azure storage intelligence MCP server enabling scoped investigations, risk analytics, cost savings simulation, data health checks, and admin tenant-wide discovery across a synthetic storage estate.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables reading and creating invoices, and looking up customers and items in QuickBooks Online via natural language.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables grounded, dated research from a curated AI-knowledge repository, offering free BM25 retrieval and a research loop that combines the knowledge base, curated sources, and the open web with tiered citations.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for downloading academic papers from multiple sources using intelligent routing and year-aware priority selection. It enables users to retrieve metadata and download single or batch PDFs by DOI or URL.
    3
    36 PyPI
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Project Memory stores decisions, evidence, outcomes and reviewed lessons in local SQLite. Assistants retrieve bounded context through three MCP tools. People follow and plan work in a live workspace with an overview, sprint board, decision history, readable documents, skills and project maps. Offline exports remain available.
    3
    96 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Local knowledge engine for codebases with hybrid search, knowledge graph, and interaction tracking, enabling Claude Code to search and interact with project knowledge locally.
    7
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Vendor-neutral MCP server for knowledge retrieval across repositories, offering stable tools for searching, getting, and listing documents with hybrid lexical and optional semantic search.
    3
    MIT