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  • acmt001-mcp

    sebastienrousseau
    A
    license
    A
    quality
    A
    maintenance
    MCP server for ISO 20022 acmt.001 Account Opening (and companion acmt.* messages): message-type discovery, required-field lookup, JSON Schema introspection, IBAN/BIC/LEI validation, flat-record validation, and validated acmt XML generation.
    6
    1
    Apache 2.0

  • metric-shift-mcp-server

    h-kazuki-pixel
    A
    license
    A
    quality
    B
    maintenance
    Answers "sales dropped since last week — where?" by comparing a target period against a weekday-adjusted baseline and localizing which attribute combinations (e.g. channel=web, or Tuesday nights) explain the shift. Runs fully offline on your own CSV — no API key, no ML training, read-only.
    2
    MIT

  • camt053-mcp

    sebastienrousseau
    A
    license
    A
    quality
    A
    maintenance
    MCP server that enables AI agents to parse, validate, and reverse ISO 20022 bank statements, with tools for discovering message types and return reasons.
    22
    1
    Apache 2.0

  • Telegram MCP Server

    raidenyn
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with Telegram chat history, including text, photos, and documents, via the GramJS MTProto userbot. It provides tools for searching chats, syncing message history, and downloading media files for local analysis.
    7
    16
    MIT

  • 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
    598
    5
    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.
    2

  • DICOM/HL7/FHIR

    NyxToolsDev
    A
    license
    A
    quality
    D
    maintenance
    Built by a healthcare IT engineer with 19 years of PACS/RIS/integration experience. Bridges DICOM, HL7v2, and FHIR — maps between standards, decodes vendor private tags (GE, Siemens, Philips), generates Mirth Connect channels, and explains integration patterns. 12 tools covering tag lookup, message parsing, cross-standard mapping, and channel generation.
    17
    4
    MIT
  • SignalEDI MCP Server by SignalEDI

    SignalEDI MCP Serverofficial

    SignalEDI
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to parse, validate, send, and inspect X12 EDI documents via the SignalEDI Core API, with optional QuickBooks integration and a demo mode for keyless local testing.
    18
    249
    MIT

  • MCP Server RubyGems

    6
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that allows interaction with the RubyGems.org API to fetch metadata about Ruby packages, search gems, and explore dependencies and ownership information.
    6
    1

  • Airflow MCP

    zamax14
    A
    license
    B
    quality
    A
    maintenance
    A Model Context Protocol server that exposes Apache Airflow's REST API to AI agents, enabling them to inspect and operate on DAGs, DAG runs, task instances, and logs.
    9
    MIT

  • FileMaker MCP Server

    ta-toshio
    F
    license
    B
    quality
    D
    maintenance
    Enables read-only access to FileMaker databases through the Data API, allowing users to retrieve records, analyze metadata, search across layouts, and infer relationships while maintaining data security.
    16