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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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  • A
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    maintenance
    Enables querying FDIC-insured institutions, their Call Report financials, peer comparisons, failure records, and deposit market share via MCP, over stdio or Streamable HTTP.
    143 npm
    2
    Apache 2.0
  • F
    license
    B
    quality
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    maintenance
    Enables access to South Korea's Ministry of Gender Equality and Family youth activity information through public data API, supporting regional searches, keyword filtering, and activity discovery for youth programs.
    6
    16 npm
    -
  • F
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    Not graded
    quality
    D
    maintenance
    Enables AI agents to query Korean listed companies' financial statements, public disclosures, executive information, and shareholder structures in real-time using the DART API.
    2
    -
  • A
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    C
    maintenance
    Enables AI agents to query US domestic airline on-time performance, including monthly on-time percentages, average arrival delay, cancellations, diversions, and delay minutes broken down by cause for routes, carriers, and arrival airports. It also reports loaded data coverage so users can confirm which months are available before querying.
    104 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables AI agents to discover, retrieve, compare, and analyze trusted macroeconomic statistics from central banks and international organizations, resolving concepts to official series with provenance and validation.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor, and other MCP-compatible clients.
    15
    29 npm
    10
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to fetch official published exchange rates from 60+ central banks and tax authorities, with point-in-time lookup, history, and cross-bank comparison.
    6
    656 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes Brazilian public data — postal codes (CEP), company registrations (CNPJ), CPF/CNPJ validation, banks, national holidays, municipalities, and DDD area codes — as MCP tools and resources, backed by BrasilAPI, ViaCEP, and IBGE with caching, fallback, and rate limiting. Any MCP client such as Claude Desktop or Claude Code can query and validate this reference and registration data through natural language or programmatic calls.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Read-only tools for published currency buy and sell quotes from more than 40 Uruguayan exchange houses and banks, rate comparisons, conversion, historical data, and economic news. Open-source TypeScript server with stdio and remote HTTP transports; no API key required.
    7
    9 npm
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to query Brazilian public data such as CEP, CNPJ, banks, holidays, business days, FIPE vehicle prices, DDD, IBGE municipalities, .br domains, and ISBN, with read-only tools and offline document validation.
    14
    305 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for querying Spanish government open data APIs including grants, legislation, company registry, statistics, and open data catalog. Enables LLMs to access Spanish public information on-the-fly.
    26
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to search and retrieve package repository information from Repology through natural language. Supports searching projects, getting detailed package information, and checking repository problems across multiple Linux distributions and package managers.
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server providing fundamentalist data for 402 Brazilian listed companies (B3) from 2010 to today, with public methodology, point-in-time multiples, and no look-ahead bias.
    30
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables LLM clients to query public Brazilian data through tools for CEP addresses, CNPJ registrations, banks, FIPE vehicle prices, national holidays, and DDD area codes, with no API key required.
    8
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI builders to discover trending open-source projects for a given task by ranking repos based on GitHub momentum, npm/PyPI growth, and Hacker News buzz, with tools to recommend, search, assess health, and compare repositories.
    4
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables natural language search for cocktail recipes and ingredient information through TheCocktailDB API. Supports searching by cocktail name, ingredient, category, or alcohol content to discover recipes and recommendations.
    5
    -
  • A
    license
    A
    quality
    D
    maintenance
    Exposes the BrasilAPI as MCP tools, enabling AI agents to query Brazilian public data such as CEP, CNPJ, DDD, IBGE, banks, PIX, FIPE, NCM, exchange rates, taxes, weather, CVM information, holidays, ISBN, domains, stock tickers, and TUSS.
    41
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that enables LLMs to query data from various NASA APIs, allowing access to astronomical data, space weather information, Earth imagery, and exoplanet information directly from compatible AI clients.
    21
    6
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Query a variety of data from Brasil resources seamlessly. Access information on postal codes, area codes, banks, holidays, taxes, and more through a unified interface. Enhance your AI agents and applications with rich and updated data from BrasilAPI effortlessly.
    6
    7
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  • A
    license
    C
    quality
    D
    maintenance
    Enables access to UK property listings, price estimates, agent information, and market data through the Zoopla API for searching properties for sale or rent with detailed filters and analytics.
    22
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and retrieving detailed information on EU grant calls and tenders from the EU Funding & Tenders Portal, including deadlines, budgets, and topic details.
    149 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables finding convenience stores, restaurants, pharmacies, hospitals, banks, ATMs, hotels and other facilities near a named Japanese train or subway station or a latitude/longitude point, returning each result sorted by straight-line distance in metres with coordinates. Station names are geocoded with a Japan bias and categories accept plain English terms or exact OpenStreetMap tags.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables querying and analyzing information about Portuguese companies using the NIF.PT public API. Supports searching by NIF, company name or city, checking company status, and identifying accounting-related businesses.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables users to search open US healthcare jobs and posted pay by keywords, role, state, shift, and employer, and to retrieve job market, state-level, and employer information. It provides free, hosted, read-only access through MCP clients with links to apply on employer sites.
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying Indian mutual fund NAV data through MFAPI.in, providing net asset value information and fund details.
    290 npm
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Provides access to the Rasmio API for searching and retrieving detailed information about Iranian companies and individuals. It enables users to look up registration details, addresses, and legal status using national IDs or general search queries.
    9 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides JSDelivr CDN statistics and package information for npm packages and GitHub repositories, enabling queries on request counts, bandwidth, file listings, and version resolution.
    145 npm
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Provides access to the French e-phy catalog for detailed information on pesticides, fertilizers, and other phytosanitary products. It enables users to search for products, retrieve authorized usage specifications, and check the approval status of active substances.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables querying ISS (tax) information from the official SEFAZ DF source using a single read-only tool.
    MIT
  • A
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    quality
    D
    maintenance
    Enables querying vehicle registration information (BIN RENAVAM) from the official ECRVSP source. Read-only, prepaid per use, works with any MCP client.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI assistants such as Claude, ChatGPT, and Cursor to search Korean public procurement bid announcements, view detailed bid information, access pre-specifications, and analyze award history from 나라장터 (Public Procurement Service), with source links and no installation or API key required for basic use.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides weather information using the US National Weather Service API, including active weather alerts for US states and location-specific forecasts based on latitude and longitude coordinates.
    90 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Wraps thecolorapi.com to provide color data and information through MCP, with no authentication required.
    304 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to resolve marine species names to OBIS taxon records, retrieve georeferenced ocean occurrence records with optional date filtering, and pull aggregate statistics such as record counts, contributing datasets, and observed year ranges. Queries the Ocean Biodiversity Information System keylessly over the Pipeworx gateway or as a local stdio server.
    326 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying US bank regulatory filings at line-item level: search institutions, retrieve labeled call reports, track specific items over time, compare banks, and inspect data coverage and code meanings, with amounts normalized to whole dollars.
    150 npm
    MIT