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  • 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
    597
    5
    MIT

  • JSON Skeleton MCP Server

    jskorlol
    F
    license
    A
    quality
    C
    maintenance
    Creates compact skeleton representations of large JSON files by preserving structure while truncating string values and deduplicating arrays, helping users understand JSON structure without processing the full data payload.
    1
    10

  • fuzzy-match-mcp

    faiaz000
    F
    license
    A
    quality
    C
    maintenance
    A Python MCP server for deterministic fuzzy text matching using RapidFuzz. It enables text normalization, string comparison, best-match ranking, duplicate grouping, and match explanation via configurable profiles and strategies.
    5

  • DataBeak

    jonpspri
    A
    license
    B
    quality
    C
    maintenance
    Provides 40+ specialized tools for AI assistants to load, transform, analyze, and validate CSV data from URLs and string content through the Model Context Protocol.
    41
    2
    Apache 2.0
  • MCP Server for Apache Gravitino by datastrato

    MCP Server for Apacheofficial

    datastrato
    A
    license
    Not graded
    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
    Not graded
    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

  • seo-stack-mcp

    Raffaele86
    A
    license
    Not graded
    quality
    A
    maintenance
    The complete open-source SEO data stack for AI agents, integrating Google Search Console, Google Analytics 4, Bing Webmaster Tools, and Microsoft Clarity with built-in analyst tools like cannibalization check, low-hanging fruit, and content gap analysis, all self-hosted and free.
    MIT

  • GSC-MCP

    alexanderdross
    A
    license
    Not graded
    quality
    C
    maintenance
    A remote MCP server that exposes full Google Search Console data to AI assistants using Google's unrestricted Bulk Data Export instead of the limited API.
    160
    MIT

  • mcp-market-ru

    devids77
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for the Russian construction market — 3,395 contractor companies and 13,436 house-building projects across 18 regions. 21 tools for search, comparison, cost analytics, contractor recommendations, and quote requests.
    MIT

  • bookie

    yuens1002
    A
    license
    Not graded
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server that keeps the books for your personal and business finances using double-entry accounting — driven entirely from an LLM.
    237
    MIT

  • OSDU MCP Server

    danielscholl
    A
    license
    Not graded
    quality
    C
    maintenance
    AI-powered access to OSDU subsurface data through natural language, enabling AI assistants to interact with the OSDU platform via conversational interfaces for search, schema management, records, and compliance.
    1
    Apache 2.0

  • Quick Data for Windows MCP

    Beaulewis1977
    A
    license
    Not graded
    quality
    C
    maintenance
    A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.
    1
    MIT

  • osdu-mcp

    rasheedonnet
    A
    license
    Not graded
    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

  • MCP for YNAB

    walensis-labs
    A
    license
    Not graded
    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