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"Memory systems for AI agents" matching MCP servers:

  • xlsx-for-ai

    senoff
    A
    license
    A
    quality
    A
    maintenance
    50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.
    Last updated
    50
    350
    5
    MIT

  • MigratorXpress MCP Server

    arpe-io
    A
    license
    A
    quality
    C
    maintenance
    This MCP server enables database migration between heterogeneous systems (Oracle, PostgreSQL, SQL Server, Netezza to PostgreSQL or SQL Server) through AI assistants by providing tools for command preview, execution, validation, and workflow suggestions.
    Last updated
    6
    MIT

  • MCP Mix Server

    mlstudios-ai
    F
    license
    A
    quality
    -
    maintenance
    A tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.
    Last updated
    2
  • Databar MCP Server by databar-ai

    Databar MCP Serverofficial

    databar-ai
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with Databar.ai's data enrichment API, allowing discovery, configuration, and execution of data enrichments across hundreds of providers using natural language.
    Last updated
    37
    3
    3
    MIT

  • ZenMoney MCP

    nonnname
    A
    license
    B
    quality
    A
    maintenance
    Read-only MCP server for ZenMoney that syncs financial data into memory and exposes it through tools and resources, enabling agentic analysis of transactions and spending patterns.
    Last updated
    10
    11
    MIT

  • DHIS2 MCP Server

    Dradebo
    A
    license
    B
    quality
    F
    maintenance
    Enables comprehensive interaction with DHIS2 health information systems through 40+ tools covering complete Web API functionality. Supports data management, tracker programs, analytics, and bulk operations for DHIS2 development and administration.
    Last updated
    47
    33
    5
    MIT
  • Verodat MCP Server by Verodat

    Verodat MCP Serverofficial

    Verodat
    A
    license
    -
    quality
    -
    maintenance
    An MCP server that integrates Verodat's data management capabilities with AI systems like Claude Desktop, enabling users to manage accounts, workspaces, and datasets, as well as perform AI-powered queries on their data.
    Last updated
    3
    4
  • MOSTLY AI MCP Server by mostly-ai

    MOSTLY AI MCP Serverofficial

    mostly-ai
    A
    license
    -
    quality
    C
    maintenance
    Enables LLM agents to interact with the MOSTLY AI Platform for generating synthetic data, including training generators, managing data connectors, executing queries, and generating synthetic datasets with OAuth 2.1 authentication.
    Last updated
    2
    Apache 2.0
  • erp-mcp by prodline-ai

    erp-mcpofficial

    prodline-ai
    A
    license
    -
    quality
    B
    maintenance
    Exposes ERP data (production orders, inventory, BOM, customers) to any MCP client through a backend-neutral interface, with a mock backend for testing.
    Last updated
    MIT
  • Retable MCP Server by retable-io

    Retable MCP Serverofficial

    retable-io
    A
    license
    -
    quality
    D
    maintenance
    Connects AI agents like Claude, Cursor, and Windsurf to Retable for seamless AI-assisted data management. Enables AI agents to manage and interact with Retable workspaces, tables, and data through natural language.
    Last updated
    3
    MIT
  • Alkemi MCP Server by alkemi-ai

    Alkemi MCP Serverofficial

    alkemi-ai
    A
    license
    -
    quality
    D
    maintenance
    Connects MCP clients to databases like Snowflake, BigQuery, and Databricks through Alkemi's data platform, enabling natural language database queries with proper schema understanding and metadata management for consistent team-wide access.
    Last updated
    7
    4
    MIT
  • Deephaven MCP by deephaven

    Deephaven MCPofficial

    deephaven
    A
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to interact with Deephaven real-time data systems, allowing natural language queries, script execution, and management of both Community Core and Enterprise deployments for live data analysis and streaming workflows.
    Last updated
    5
    Apache 2.0
  • MCP Server for Apache Gravitino by datastrato

    MCP Server for Apacheofficial

    datastrato
    A
    license
    -
    quality
    F
    maintenance
    A FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.
    Last updated
    23
    Apache 2.0