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20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,357 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables AI agents to build and structurally validate Indian GST e-invoice JSON payloads (INV/CRN/DBN) and render IRP-returned signed QR strings as PNG images.
    1
    Apache 2.0
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    14 tools for intangible asset valuation: time value, discount rates, cost/market/income approaches, relief from royalty, MPEEM, IP, technology, customer and workforce assets, purchase price allocation, impairment, royalty analysis, Monte Carlo and decision trees. 124+ textbook formulas.
    14
    51 PyPI
    1
    MIT
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    Construction trade compliance MCP server. Covers electrical, plumbing, HVAC, welding, roofing, gas fitting, solar and more across Australia, UK, USA, Canada and EU. 8 tools (3 free, 5 pro): compliance checking, cable sizing, RAMS generation, safety checklists, material compliance verification and inspection requirements. Works in Claude Desktop, Cursor, Windsurf and any MCP client.
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    44 npm
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    MIT
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    Read and check European e-invoices (Factur-X, ZUGFeRD, XRechnung, UBL, CII) from an AI assistant: contents in plain text plus an EN 16931 consistency check.
    2
    MIT
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    Provides MCP tools that calculate UAE Corporate Tax liability, classify EU AI Act risk and obligations, and compute CBAM certificate costs across the phase-in, with each figure traced to its governing article.
    4
    MIT
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    Enables Korean tax, accounting, and finance professionals to pull statute text, delegated enforcement decrees and rules, NTS rulings, and annexes in a single lookup, and to check whether every statute or article citation in an AI draft actually exists (±verified, missing, or unverifiable), with statutory-formula calculations for items like executive severance limits and entertainment-expense caps.
    7
    MIT
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    Generates EU AI Act Article 50 transparency disclosures for AI features, in all 24 EU languages, with copy-paste HTML snippets and determines which rules apply.
    2
    3 npm
    MIT
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    A connector that gives Claude direct access to the official text of Swiss federal legislation on Fedlex, covering all acts in the Classified Compilation in German, French, and Italian.
    4
    8
    MIT
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    Enables determining whether Korean patent applications/registrations are currently valid, verifying cited patent numbers in text, and searching Korean patents filtered by legal status, using KIPRIS Plus data.
    3
    105 npm
    1
    MIT
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    Verifies legal citations by fetching the exact, in-force wording of cited articles from official PL and EU legal sources, preventing hallucination by returning verbatim text.
    2
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    Apache 2.0
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    Detect and redact PII, PHI, PCI and secrets — SSNs, credit cards, passports, API keys and cloud credentials — in text and in local files, using the Strac DLP API. Five tools: redact_text, detect_sensitive_data, detect_file, redact_file and detokenize.
    5
    16 PyPI
    8
    MIT
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    MCP server for LawPracticeZA, South African legal practice software, providing tools to manage clients, matters, work-in-progress fees, billing, and accounting via the LawPracticeZA API.
    8
    GPL 3.0
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    A Model Context Protocol (MCP) server for Keel. Point any MCP client (Claude Desktop, Claude Code, Cursor) at it and drive your compliance program in natural language: "what's my ISO 27001 readiness?", "list controls still in gap", "open a task to rotate our TLS certs."
    18
    1,180 npm
    MIT
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    Enables users to determine whether an undertaking is in scope of the EU CSRD and from which financial year, returning a cited chain of rules and flagging issues that depend on national law. It runs offline and can show the article behind each scope step.
    4
    MIT
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    Enables AI-powered real estate analysis with built-in EU AI Act compliance, providing a production-ready MCP server for property insights and governance.
    1
    MIT
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    Detects and redacts sensitive personal information such as names, emails, phone numbers, ID numbers, and locations in text before it is processed by AI agents, using configurable mask, hash, or remove strategies.
    1
    MIT
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    Enables AI assistants and terminal users to search Korean statutes, court precedents, administrative rules, local ordinances, treaties, and legal interpretations through 10 tools backed by 42 Ministry of Government Legislation APIs. It also supports verifying citations in AI-generated answers against the official legal sources.
    10
    9,306 npm
    MIT
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    Enables renters to cross-examine their rent ledger against their lease using deterministic tools, uncovering discrepancies in charges, fees, and rent amounts.
    15
    MIT
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    An open-source MCP server that enables AI agents to read, populate, and manage tax returns in Canadian professional tax software like Taxprep and DT Max through a vendor-neutral concept layer.
    8
    5
    Apache 2.0