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  • A
    license
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    quality
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    maintenance
    Industry 4.0 / IIoT AI agents for manufacturing: explain OEE losses per shift, triage machine alarms, find downtime root causes, prepare predictive-maintenance jobs and write shift reports from Unified Namespace (UNS), MQTT or historian data. Plus an industrial AI-readiness diagnostic and a vendor-neutral digital-transformation advisor. Works in Claude Code, Codex and any MCP client.
    2
    7
    36 npm
    MIT
  • A
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    quality
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    maintenance
    Enables MCP clients such as GitHub Copilot, Codex, Claude... to explore a SQL Server 2017+ database read-only: databases, schemas, tables, views, procedures, functions, indexes and dependency graphs, plus filtered, grouped, sampled and paginated queries capped by row limits.
    21
    GPL 3.0
  • A
    license
    A
    quality
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    maintenance
    Free Industry 4.0 / IIoT tools, no API key or account: lint MQTT Sparkplug B topics, check a Unified Namespace (UNS) for naming and hierarchy problems, and run an industrial AI-readiness diagnostic for manufacturing digital transformation and smart-factory projects. Works in Claude Code, Codex and any MCP client.
    3
    47 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Verify sealed voice recordings (WAV) from any AI assistant: verdict (verified, unsealed, warning, alert) and the seconds that changed after sealing. Verify-only, no secrets.
    2
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables an AI agent to host a shared folder or join an invite link as a participant in a collaborative editing session, reading, editing, and writing the files the room shares. Runs the same sync engine and wire protocol as editor clients, so an agent and a person or another agent converge on the same documents and see each other's changes.
    10
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to retrieve street exchange rates of emerging-market currencies against the US dollar, along with rate history, official-vs-street comparisons, stress signals, FX events, rail health and liquidity data, each figure carrying source, timestamp, confidence and a citation.
    13
    MIT
  • A
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    quality
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    maintenance
    MCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators, place orders, and query PnL from Claude/Cursor.
    38
    53 PyPI
    229
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables natural language interactions for creating, querying, updating, and deleting job plans in IBM Maximo.
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Open-source TallyPrime MCP server for Claude Desktop: reads your books, proposes vouchers from bank statement PDFs, and posts only if you turn posting on and approve each voucher. Windows x64 and Apple Silicon Mac.
    2
    30
    118 npm
    35
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Manage a fleet of OPNsense firewalls from an AI agent, inside guardrails it can't drive around. MCP server for central management of OPNsense firewall fleets. 129 tools across devices, config sync, tasks, schedules, templates, backups and remote consoles - destructive actions confirmation-gated, MCP-issued tokens lifetime-bounded, backup and storage secrets excluded from the toolset entirely.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Connects MCP clients to a telephony account so users can manage phone numbers, SIP accounts, routing, SMS, calls, and billing in plain language. It exposes search, schema lookup, and execute tools to run permitted API operations, with confirmation required for paid or destructive actions.
    MIT