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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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    Provides spatial context and geographic data access for LLMs through France's Géoplateforme services, including geocoding, altitude queries, administrative boundaries, cadastral data, and vector data exploration.
    10
    44 npm
    29
    MIT
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    Not graded
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    B
    maintenance
    Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal regulations database via SQL, providing access to nonprofit filings, grants, lobbying, and congressional data.
    Creative Commons Zero v1.0 Universal
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    Enables read-only queries against the official Paraná regional nursing council registration database through a prepaid, platform-hosted MCP server.
    MIT
  • A
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    C
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    Enables querying the Regional Dental Council of Rio Grande do Sul (Brazil) professional registration database through a read-only MCP tool. Works with any MCP client via HTTP with prepaid credits.
    MIT
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    D
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    Enables querying Statistics Sweden's statistical database via tools like navigate, get_table_metadata, query_table, etc.
    MIT
  • A
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    C
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    MCP server for querying the CADIN (debt registration) database from SEFAZ MG, providing read-only access to official data via natural language.
    MIT
  • A
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    B
    maintenance
    Enables AI assistants to retrieve real-time official Korean statistics from the KOSIS database through natural language queries, with source citations.
    MIT
  • A
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    C
    maintenance
    Enables users to query a Brazilian telecom regulator's official database to verify the legal status of mobile devices, with read-only access and prepaid pay-per-query usage.
    MIT
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    D
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    MCP server that exposes read-only tools to query a passport applications database, enabling an AI assistant to check application status without exposing personal applicant details.
    MIT
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    B
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    Enables querying Statistics Finland's public statistical database using PxWeb API. Supports retrieving table metadata and pulling data with PxWeb query objects.
    205 npm
    MIT
  • A
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    quality
    C
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    Enables querying the Consumer Financial Protection Bureau (CFPB) complaint database to retrieve consumer complaint data without authentication.
    425 npm
    MIT
  • F
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    quality
    D
    maintenance
    A Message Control Protocol server that provides an interface for managing and querying departmental budget information through a MySQL database.
    -
  • F
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    D
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    MCP server that enables searching and retrieving judicial decisions from the Uruguayan National Public Jurisprudence Database (BJN).
    -
  • F
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    D
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    Provides access to Poland's largest business registry database, enabling company search, beneficiary checks, and financial document retrieval via natural language.
    1
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  • A
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    A
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    D
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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
  • A
    license
    A
    quality
    D
    maintenance
    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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    A
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    MCP server for GLEIF LEI (Legal Entity Identifier) database access. Look up, validate, and search legal entities and their relationships in the global LEI system.
    12
    8
    MIT
  • A
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    A
    quality
    D
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    Enables network information lookup through WHOIS and RIPE Database queries. Supports domain/IP/ASN lookups, AS-SET expansion, route validation, and contact information retrieval across multiple Regional Internet Registries.
    14
    4
    MIT
  • A
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    A
    quality
    C
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    An MCP server for US electricity demand and weather data that provides tools, resources, and prompts to query hourly demand, daily demand, peak demand, and demand vs temperature across regions, all running locally with a bundled SQLite database.
    6
    MIT
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    A
    quality
    C
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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
  • A
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    A
    quality
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    MCP server for official statistics from Statistics Finland (Tilastokeskus) — the StatFin database, exposed through the PxWeb API. Search 3000+ tables, inspect their dimensions, and pull data as JSON-stat2.
    4
    58 npm
    MIT
  • A
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    A
    quality
    D
    maintenance
    Enables natural language querying of EFSA's OpenFoodTox database containing 8,006 chemical substances with toxicity data, safety assessments, risk limits, and genotoxicity studies for food additives, pesticides, and contaminants.
    9
    5
    MIT