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  • reconcile-mcp

    sebastienrousseau
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    license
    A
    quality
    A
    maintenance
    Matches expected payments (pain.001) against observed booked entries (camt.053) for ISO 20022 cash reconciliation, providing explainable match results with scoring and classification.
    7
    1
    Apache 2.0

  • Praxis

    Marc-Dvci
    A
    license
    A
    quality
    C
    maintenance
    Enables agents to resolve data incidents by preparing remediation, inspecting verification results, and staging for human approval, while integrating with DataHub for evidence.
    5
    Apache 2.0

  • 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.
    50
    376
    5
    MIT

  • Hue MCP Server

    SpanishST
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with Hadoop Hue for executing SQL queries using Hive, SparkSQL, or Impala and managing HDFS files. It supports directory browsing, file transfers, and exporting query results to CSV through the Model Context Protocol.
    8
    1
    MIT

  • fastf1-mcp-server

    Surya96t
    A
    license
    A
    quality
    C
    maintenance
    MCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-compatible client) about race results, lap times, telemetry, standings, pit stops, and qualifying — with historical data back to 1950 via the Ergast API.
    21
    MIT

  • MCP PostgreSQL Server

    Maxim2324
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    license
    B
    quality
    D
    maintenance
    A server that connects to PostgreSQL databases and provides tools for safely exploring schemas, running read-only SQL queries, and performing data analysis with pre-built templates.
    6
    270
    1
    MIT

  • F1 MCP Server

    Josh-Mantel
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    license
    B
    quality
    D
    maintenance
    Provides comprehensive Formula 1 data access including race schedules, session results, lap times, telemetry data, driver/constructor standings, and circuit information. Enables users to retrieve and analyze F1 racing data through natural language queries using the FastF1 Python package.
    5
    MIT

  • Redash MCP Server

    jasonsmithj
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with Redash instances through a standardized interface, allowing users to execute SQL queries, manage data sources, and retrieve query results using natural language.
    4
    600
    MIT

  • Excel Reader Server

    softgridinc-pte-ltd
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that provides tools for reading Excel (xlsx) files, enabling extraction of data from entire workbooks or specific sheets with results returned in structured JSON format.
    3
    6
    Apache 2.0

  • Redash MCP Server

    yuki9541134
    F
    license
    B
    quality
    D
    maintenance
    Enables interaction with Redash through its API to execute SQL queries, retrieve results, and manage data sources. It allows users to query data and explore data sources directly through natural language interfaces.
    3
    4

  • Ogury MCP Server

    AlexandreCalvet
    F
    license
    C
    quality
    -
    maintenance
    An MCP server that gives Claude access to Ogury's campaign reporting API, enabling retrieval of campaign performance metrics and reports through natural language queries.
    2
  • MCP Server for Apache Gravitino by datastrato

    MCP Server for Apacheofficial

    datastrato
    A
    license
    -
    quality
    C
    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.
    23
    Apache 2.0

  • airflow-mcp-server

    MO-Umer977
    A
    license
    -
    quality
    C
    maintenance
    An MCP server for controlling Apache Airflow 3 via its REST API, enabling operations like DAG management, task monitoring, and more through natural language.
    MIT

  • osdu-mcp

    rasheedonnet
    A
    license
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    quality
    D
    maintenance
    Enables AI agents to interact with the OSDU® data platform through Model Context Protocol, providing tools for search, storage, schema management, and dataset operations.
    1
    Apache 2.0

  • Yxcel

    Yuan-lai-ru-ci
    A
    license
    -
    quality
    C
    maintenance
    MCP server that turns Excel files into queryable databases, enabling AI agents to filter, aggregate, group, sort data and export results as new Excel files.
    2
    MIT

  • MCP for YNAB

    walensis-labs
    A
    license
    -
    quality
    A
    maintenance
    A fast, safe MCP server for YNAB providing read-only budget access by default, with 28 tools for budgets, transactions, categories, payees, accounts, scheduled transactions, and server-computed analytics.
    MIT

  • PBIXRay MCP Server

    GuyenSoto
    A
    license
    -
    quality
    D
    maintenance
    Enables LLM clients to analyze and interact with Power BI (.pbix) files, providing access to data models, DAX measures, Power Query code, table relationships, and data contents through natural language.
    MIT