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20 Best Vector Database MCP Servers: compared and ranked, November 2026Ranked from 1,822 matching servers on stars, growth, downloads and maintenance. Updated .

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    Connects AI clients to Argentina's official legal database (SAIJ) to search and retrieve court rulings, legislation, summaries, and legal doctrine. It enables users to perform keyword searches and fetch detailed metadata and summaries for Argentinian legal research.
    3
    2
    MIT
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    An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database for legal summaries and full-text judicial rulings. It enables AI assistants to perform advanced searches across various legal matters from the Supreme Court of the Province of Buenos Aires.
    3
    MIT
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    Provides access to Polish court judgments from the SAOS database. Enables search and retrieval of judgments with full-text search, filtering, and detailed case information.
    3
    20 npm
    1
    Apache 2.0
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    This MCP server enables searching and retrieving Romanian legislation from the Portal Legislativ database via its SOAP API, providing metadata and full text with verifiable citations.
    3
    105 PyPI
    1
    Apache 2.0
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    Enables AI agents to query Hungary's official legislation database (NJT) using native ELI identifiers, retrieving metadata and full text with verifiable citations.
    6
    99 PyPI
    Apache 2.0
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    Enables Claude to search the Russian legal database Garant, retrieve verbatim article texts, tables of contents, revision lists, and Supreme Court practice, with provenance data allowing citation verification via the user's own subscription.
    8
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    Apache 2.0
  • F
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    An MCP server that provides queryable access to Anti-Money Laundering (AML) red flag knowledge from regulatory documents. It enables compliance officers to ask natural-language questions and receive relevant, sourced red flags from a local vector database.
    7
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    Enables AI clients to search and retrieve official legal documents from the Ministry of Government Legislation's Open API — current and historical statutes, administrative rules, local ordinances, court precedents, constitutional decisions, and legal interpretations — including article-level text lookup. Runs locally over stdio with paginated retrieval of long responses and no external database or web UI required.
    3
    MIT
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    Enables AI models to search and retrieve legal documents, magazine issues, comments, and related references from the Linde database (linda.lindeverlag.at) using the Model Context Protocol.
    8
    MIT
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    Enables LLMs to search and retrieve detailed information from the Turkish Patent and Trademark Office (TÜRKPATENT) database for trademarks, patents, and industrial designs. It provides comprehensive intellectual property research tools through the Model Context Protocol.
    6
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    Enables AI assistants to query official Polish Sejm data and the ELI legal acts database for deputies, clubs, committees, votes, interpellations, bills, proceedings, transcripts, and legal acts, with source links.
    29
    73 npm
    2
    Apache 2.0
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    Natural-language search and review of South Korea's national R&D regulations (acts, decrees, and administrative rules) for researchers and research administrators. Returns current in-force provisions with citations, fetched live from the official national law database (law.go.kr Open API).
    7
    464 PyPI
    14
    Apache 2.0
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    Enables searching and reading full texts of anonymised Czech court decisions from the Ministry of Justice public database, with filters by court, legal keywords, statutory provision, judge and dates, plus lookup by case number or ECLI and browsing by publication date. Decisions can be exported as DOCX/TXT and cached locally in SQLite with diacritic-insensitive full-text search.
    11
    MIT
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    Enables agents to check whether an English rental property is ready for the landlord database, using a postcode and certificate dates to determine the region's registration window and deadline, flag gas safety, EICR and EPC records that expire or are missing, and report the fee, upload requirements and next actions. One tool, check_property, works offline apart from a postcode lookup and returns pass/warn/fail results.
    4
    MIT
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    Enables searching and retrieving tax law data from the Korean National Tax Service database, including interpretations, rulings, forms, publications, and site menus via MCP tools.
    14
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    MIT
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    Lets AI agents query South Korea's official statute database — searching laws and ordinances by title, pulling a single article (조문) with its own effective date, or tracing a statute's full revision history — using the caller's own Open API key. Text is returned in Korean only, with support for branch numbering like 제4조의2 and automatic retries against unstable upstream responses.
    270 npm
    MIT
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    Provides access to Argentina's official legal database (SAIJ) to search and retrieve judgments, legislation, summaries, and legal doctrine. It allows AI clients to query Argentine legal information and access metadata for various legal documents.
    54 PyPI
    6
    MIT
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    Enables searching the Canadian Patents Database by current owner or applicant name to find matching patents and applications, and looking up an individual record by number for its title, status, filing date, issue date, parties, and IPC classification. It queries CIPO's public search service live with no API key required.
    276 npm
    MIT
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    Enables MCP clients to search and retrieve cited passages from the EU AI Act in English or Italian, including full articles and cross-references, so agents can ground answers in verified regulatory text.
    MIT
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    Enables MCP clients to synthesize print-ready vector PDFs and high-resolution PNG previews for invoices, estimates, receipts, contracts, and other business documents, with configurable themes, compliance notices, and verification seals.
    MIT
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    Enables agents to answer questions about Thailand's Personal Data Protection Act by combining hybrid dense/sparse vector retrieval with knowledge-graph traversal over a 190-node graph of the statute's 96 sections. Exposes tools for hybrid section search, related-section lookup, penalty tracing from a violated section, deterministic full-text retrieval, and graph schema summaries, all running locally via Docker.
    2
    MIT