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    Enables an AI assistant to search, inspect and run vendor API operations for HPE Aruba Networking Central, Juniper Mist and HPE Aruba Networking ClearPass through four tools covering tool discovery, read-only execution, full invocation with change classification, and per-product login checks. Writes and disruptive actions are refused or flagged, so network changes only happen with explicit approval.
    4
    MIT
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    Enables LLM interactions with Juniper Junos network devices, allowing natural language access to device configuration, monitoring, and management operations through secure SSH connections.
    110
    Apache 2.0
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    Enables safe interaction with Juniper Junos devices (SRX firewalls) via MCP, providing operational read tools and a configuration change flow with device-side diff preview and automated rollback.
    Apache 2.0
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    Enables AI-assisted management of multi-vendor network devices (Cisco, Juniper, Nokia, Arista, Linux) through natural language, supporting health checks, configuration changes, routing analysis, and automation workflows.
    MIT
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    Provides AI assistants with direct access to multi-vendor network devices for tasks like configuration management, health checks, and topology discovery through 35 specialized tools. It enables natural language control over platforms including Cisco, Juniper, and Nokia using SSH, NETCONF, and SNMP protocols.
    12
    MIT
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    MCP server for network operations that lets AI assistants interact with Cisco/Juniper network devices through safe, well-defined tools like compliance audits and configuration backups.
    MIT
  • F
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    Enables AI agents to safely troubleshoot networks through read-only tools for device inventory, interface status, VLAN paths, BGP neighbors, route lookups, and interface error detection. Integrates with Microsoft Copilot Studio and Teams for natural-language-driven network diagnostics.
    -
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    Gives AI agents access to public internet interconnection data, letting them look up which networks connect to each other, at which internet exchanges and facilities they are present, under what peering policy, and who a given IP range or AS number is registered to. Responses are compact, sourced and aged, and it distinguishes missing records from genuinely absent networks rather than guessing.
    1
    MIT
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    Enables users to access six offline, read-only guidance tools that generate team configuration and early-exit drafts, validate supplied layout paths, explain methods, and draft workflows and owner batches from bounded inputs without reading arbitrary files or calling networks.
    6
    MIT
  • A
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    Enables AI assistants to understand lab topologies, follow operational principles, and interact with real network devices through observable terminals while keeping private access information hidden.
    7
    Apache 2.0
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    Drive SideFX Houdini from any agent: build node networks in one all-or-nothing call, cook, render, capture the viewport, and read the offline docs of your Houdini build. 20 tools with modes.
    20
    172 PyPI
    15
    MIT
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    Enables MCP-capable AI clients to inspect live lab topology, manage terminal sessions, run commands, collect evidence, and support network investigation, troubleshooting, and validation while engineers retain control over managed definitions and decisions.
    7
    Apache 2.0
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    Enables MCP clients to query a Twingate network in read-only fashion for users, groups, resources, remote networks, connectors, devices, and access relationships.
    9
    MIT
  • A
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    MCP server for East African fintech APIs — trigger M-Pesa STK Push payments, check transaction status, send SMS to 20+ African networks, and top up airtime via Africa's Talking.
    5
    895 PyPI
    6
    MIT
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    An MCP server that exposes WiGLE.net wardriving lookups as tools for LLMs, enabling searches and details for WiFi networks, Bluetooth devices, and cell towers.
    8
    2
    MIT
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    Provides real-time cross-chain bridge metrics, enabling AI agents to analyze liquidity, transaction flows, and performance across blockchain networks.
    5
    2
    MIT
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    A local academic tool that enables searching across nine academic sources, downloading PDFs, and performing AI-powered analysis of research papers. It also supports generating citation networks and recommending papers based on local workspace code.
    7
    95
    MIT
  • A
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    MCP server for the STRING protein–protein interaction database, hosted by STRING at mcp.string-db.org. Adapted for LLM grounding: responses are size-limited and include metadata and notes on interpretation and next steps. Tools cover identifier resolution, interaction networks and evidence, functional and PPI enrichment, and sequence similarity search.
    17
    8
    MIT
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    Enables AI agents to scrape any website by providing tools for JavaScript rendering, antibot bypass, and automatic captcha solving. It supports synchronous, asynchronous, and batch scraping operations with built-in proxy rotation.
    5
    207 npm
    33 PyPI
    MIT
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    Enables local UniFi Network inspection and management through MCP, providing typed read-only inventory of sites, devices, clients, and networks, with preview-first, explicitly confirmed device rename and LED locate operations.
    8
    MIT
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    MCP server for the Simple In/Out APIv4, providing tools for check-in/out statuses, user and group management, and access to beacons, geofences, networks, announcements, and roles.
    15
    Apache 2.0
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    An MCP server that connects to Z-Wave JS UI's WebSocket to expose controller, node, and configuration information as tools for AI assistants to manage Z-Wave networks.
    24
    1
    MIT
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    A read-only MCP server that lets Claude query a VMware vCenter environment through the vSphere REST API, listing virtual machines, ESXi hosts, clusters, datastores, networks, datacenters, resource pools, and folders. It issues only GET requests and can run over stdio or authenticated Streamable HTTP, so inventory questions can be answered without any risk of changing the environment.
    9
    MIT
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    Enables AI agents to check whether URLs, domains, and IPv4/IPv6 addresses appear on Türkiye's national malicious-link list, returning verdicts with match type, record date, source, category, and criticality. It also lets users register their own domains and networks on a local watch list and scan them in a single call, backed by a local SQLite cache for millisecond lookups with live-API fallback.
    10
    MIT