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    Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses using natural language for operations like querying, catalog browsing, engine management, and data ingestion.
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    Apache 2.0
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    Azure PIM role activation MCP server allowing role activation through natural language, with support for saving frequently-used roles as favorites and activating them with a single command.
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    MIT
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    AI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.
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    Apache 2.0
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    Enables LLMs to interact with Hyperfabric infrastructure management APIs, providing access to 79 endpoints for managing fabrics, devices, networks, VNIs, VRFs, and other network infrastructure components.
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    MIT
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    Enables AI agents to directly manage Beyond Identity resources such as identities, groups, applications, SSO configurations, and credentials via natural language tool calls.
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    Apache 2.0
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    Provides a modular MCP server to integrate with IBM Data Intelligence services, enabling secure interaction with data intelligence capabilities via tools and skills.
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    Apache 2.0
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    Provides comprehensive access to Google Ads API v20, enabling AI assistants to manage campaigns, accounts, assets, and reporting through natural language. It features automatic retry logic, GAQL query support, and advanced functionality for Performance Max and Demand Gen campaigns.
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    MIT
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    Enables AI assistants to interact with AWS services and resources through AWS CLI commands, allowing management of AWS infrastructure with security controls.
    Apache 2.0
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    A Python-based MCP server that exposes Power BI semantic models to Claude, enabling natural-language querying of Power BI data through tools like listing workspaces, exploring datasets, executing DAX queries, and triggering refreshes.
    MIT
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    Enables LLMs to interact with Cisco Intersight APIs for managing data center infrastructure, including server monitoring, policy management, network configuration, and hardware telemetry across 199 tools.
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    MIT
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    Enables management and configuration of Cisco ACI (Application Centric Infrastructure) fabrics through the APIC REST API, providing 35+ tools for tenant management, network policies, EPGs, bridge domains, VRFs, contracts, and health monitoring.
    2