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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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    Queries South Korean building register data (e.g., floor area, parking, seismic design) via a single unified tool, converting API responses to Korean field names for easy AI understanding.
    19 npm
    2
    MIT
  • A
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    A
    quality
    D
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    Provides 12 tools to query South Korean building register data, including title sheets, floor details, and official house prices via the data.go.kr API. It enables users to perform smart building lookups and region code searches using natural language.
    12
    2
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to discover, retrieve, and compare official international development indicators from sources such as the World Bank, FAOSTAT, WHO, UNICEF, and IMF, while preserving source identifiers, units, and citations.
    10
    2
    MIT
  • A
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    B
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    Enables AI agents to discover official public data sources, inspect their metadata and endpoint parameters, and execute live queries through a unified response envelope with a 500 ms budget.
    MIT
  • F
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    MCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.
    -
  • A
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    F
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    Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.
    40
    52
    Apache 2.0
  • A
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    A
    quality
    B
    maintenance
    Provides 22 read-only tools that let AI assistants pull and read SEC EDGAR data straight from official sec.gov APIs: 10-K, 10-Q, 8-K, 20-F and proxy filings, paged or phrase-searched filing text, XBRL facts and cross-company rankings, insider trades, 13D/13G ownership and 13F portfolios. Also enables full-text search across every EDGAR filing since 2001, so users can answer company financial questions in natural language without an API key.
    22
    80 PyPI
    MIT
  • A
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    This MCP server provides AI-optimized access to Brazil's largest open data platform, Base dos Dados, enabling dataset search and direct BigQuery SQL execution for Brazilian public datasets.
    1
    MIT
  • A
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    Enables querying the official ANP Base de Distribuição database for distribution base information through a read-only, hosted MCP endpoint with prepaid per-query credits.
    MIT
  • A
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    Enables AI assistants to check whether a quote from the EU AI Act matches the right version on a given date, compare provisions across the 2024 and 2026 texts, and emit evidence records that anyone can recompute in a browser against signed corpus releases.
    6
    1
    Apache 2.0
  • A
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    A
    quality
    B
    maintenance
    Provides read-only, citation-grounded Chinese AI compliance and filing Q&A, enabling agents to search regulations, retrieve requirements, generate self-check lists, and determine filing obligations with legal basis.
    8
    MIT
  • A
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    quality
    C
    maintenance
    MCP server for analyzing Canadian federal spending data, offering tools for contract search, NLP, semantic search, anomaly detection, and money-flow tracing.
    MIT
  • A
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    B
    maintenance
    Gives AI agents structured, bilingual access to Canadian federal, provincial, and municipal open-data APIs, covering exchange rates, statistics, weather, recalls, drugs, immigration, parliamentary data, geospatial datasets, and local SQLite persistence. It also provides discovery and orchestration tools for searching, planning, and executing cross-API queries.
    MIT
  • A
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    Consulta em fonte oficial a base estadual de veículos de São Paulo via MCP, permitindo verificar dados de veículos com linguagem natural, somente leitura e pagamento por uso com créditos pré-pagos.
    MIT
  • A
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    C
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    Enables review-gated, local-first monitoring of AI legislation, regulations, litigation, sanctions, court rules, and ethics guidance by collecting and verifying leads from official sources, managing human review workflows, and generating digests and exports.
    MIT
  • A
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    Torify gives AI agents the Japanese locale primitives that standard libraries lack — imperial era date conversion (wareki), qualified invoice number validation with NTA registry lookup, corporate number lookup (法人番号), postal code resolution, name romanization (Hepburn), and kanji-to-kana conversion via Yahoo! JLP. 31 endpoints total. No authentication required for MCP. Pay-per-call $0.02/call via
    MIT
  • A
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    Finds companies registered at JUCESP from a partner's name, CPF, or CNPJ, returning the NIRE of each participation. It is a read-only MCP server hosted at api.mcp.ai.
    MIT
  • A
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    C
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    Enables compliance checks and management for UK New Roads and Street Works Act (NRSWA), including licence checks, work classification, and overrun calculations.
    22 PyPI
    MIT
  • A
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    C
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    Muckaway AI MCP provides tools for UK waste management compliance, including waste classification, disposal facility lookup, duty of care documentation, and waste transfer notes.
    8 npm
    33 PyPI
    MIT
  • A
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    A
    quality
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    Enables users to search and query information about military service alternative companies in South Korea through the Military Manpower Administration (MMA) API. Supports filtering by service type, industry, company size, location, and recruitment status.
    1
    MIT
  • A
    license
    A
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    A
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    MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).
    14
    5
    MIT
  • A
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    C
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    Enables AI assistants to query SEC EDGAR data for US public companies, including financial statements, ratios, earnings, insider trades, 13F institutional holdings, filings, stock prices, and macro data. Every figure links back to the underlying 10-K or 10-Q filing.
    MIT
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    Enables free, read-only answers to personal-finance limit questions for the US, UK, CA, AU, and NZ, returning official source URLs and as-of dates for deposit insurance and contribution limits or allowances. Also supports deposit-insurance scheme lookups, cross-border protection checks, health checks, and catalog listing through a remote MCP endpoint.
    MIT
  • A
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    Facilitates retrieval of National Park Services data using the NPS API, allowing users to list national parks by state and access detailed information about specific parks.
    35,211 npm
    3
    MIT
  • A
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    B
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    Enables AI agents to issue Poland structured e-invoices (faktura ustrukturyzowana) through KSeF 2.0, handling FA(3) XML building, encrypted session flow, and KSeF number retrieval.
    MIT
  • A
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    Enables read-only querying of Korean education public data through 78 tools covering 82 school RSS boards, NEIS meal, calendar, timetable and school information datasets, and university education-condition comparisons and regional statistics. It connects over stateless Streamable HTTP without authentication, returning original provider field keys and attribution.
    1
    Apache 2.0
  • A
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    Exposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.
    19
    MIT