afc-mcp
Integrates with VMware vCenter/vSphere to provide virtual infrastructure visibility, including host and VM inventory, vSwitches, port groups, power/placement status, and end-to-end VM network attachment to physical switches.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@afc-mcpShow me all switches in the fabric and their port statuses."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
afc-mcp
MCP server for Aruba Fabric Composer (AFC) focused on inventory, network state and VMware vCenter/vSphere visibility. Read-only.
Included
server.py: FastMCP entrypoint exposing the MCP tools (transport: streamable-http).afc_client.py: AFC API client with auth token handling and mapped read-only endpoints.Dockerfile: container image for the MCP server.docker-compose.yml: local runtime (host port8010→ container8000)..env.example: environment variable template.
Related MCP server: Cisco RIS MCP Server
Quick start
Create env file:
cp .env.example .envFill at least:
AFC_BASE_URL(host root without/api, e.g.https://afc.example.local)AFC_USERNAMEAFC_PASSWORDAFC_VERIFY_SSL(optional, defaultfalse)AFC_TIMEOUT(optional, default30)
Build and run:
docker compose up --build -dCheck logs:
docker compose logs -fEndpoint
The server speaks MCP over streamable-HTTP:
URL: http://<docker-host>:8010/mcpBy default the endpoint is open. You can enable Bearer-token authentication so only clients presenting a valid token can call the tools (see below).
Authentication (Bearer token)
Authentication is optional and disabled by default (backward compatible).
When enabled, every MCP request must carry an Authorization: Bearer <token>
header; requests without a valid token are rejected with 401.
Tokens are named (one per client) and stored in secrets/.tokens (git-ignored,
mounted read-write into the container).
Create the first token (run on the host or inside the container):
# on the host (stdlib only, no dependencies needed)
cd afc-mcp
python afc_token_manager.py generate --name "vscode-dev" --description "Laptop VSCode"
# ...or inside the running container
docker compose exec afc-mcp python afc_token_manager.py generate --name "vscode-dev"The command prints the clear-text token once — copy it now.
Enable auth and (re)start the server:
# in .env or the shell environment
AFC_AUTH_ENABLED=true
docker compose up -d --buildSafety net: if
AFC_AUTH_ENABLED=truebut no token exists yet, the server starts in LOCKED mode and refuses every request (503) until a token is created and the container restarted. This prevents accidentally exposing an open endpoint.
Manage tokens with the CLI:
python afc_token_manager.py list # masked preview
python afc_token_manager.py show --name vscode-dev # reveal a value
python afc_token_manager.py revoke --name vscode-devRevoking or adding a token requires a container restart to take effect.
Note:
MCP_HOST/MCP_PORTonly control where the server listens inside the container (0.0.0.0:8000, mapped to host8010). They are unrelated to authentication — they say where the server listens, not who may call it.
Integrate with VS Code
VS Code (with GitHub Copilot / agent mode) discovers MCP servers from an mcp.json file.
Create
.vscode/mcp.jsonin your workspace (or add to your usermcp.json):
{
"servers": {
"afc-mcp": {
"type": "http",
"url": "http://localhost:8010/mcp"
}
}
}Replace
localhostwith the Docker host address if the container runs elsewhere.If authentication is enabled, add the Bearer token as a header:
{ "servers": { "afc-mcp": { "type": "http", "url": "http://localhost:8010/mcp", "headers": { "Authorization": "Bearer afc_xxxxxxxx" } } } }
Open the Command Palette → MCP: List Servers, select
afc-mcpand start it.In the Chat view (Agent mode), the AFC tools become available under the tools picker.
Integrate with Claude Desktop
Claude Desktop connects to local (stdio) servers by default. To reach this
streamable-HTTP server, bridge it with mcp-remote.
Edit claude_desktop_config.json:
macOS:
~/Library/Application Support/Claude/claude_desktop_config.jsonWindows:
%APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"afc-mcp": {
"command": "npx",
"args": ["-y", "mcp-remote", "http://localhost:8010/mcp"]
}
}
}Restart Claude Desktop; afc-mcp appears in the tools menu.
Alternatively, recent Claude Desktop builds support remote MCP servers directly under Settings → Connectors → Add custom connector using the same URL.
Available MCP tools
Server & system
get_server_status— MCP server reachability/health.get_system_info— AFC system information.
Switches & fabrics
list_switches,get_switch— switch inventory and per-switch detail (ports, software, tags).list_fabrics,get_fabric— fabric inventory and members.
Routing & overlay
list_vrfs,get_vrf— VRF inventory and detail.get_vrf_routes— VRF IP routing table (RIB) with next-hop lookup. Accepts VRF and switch by name or UUID; with adestination(host IP or CIDR) it does a longest-prefix match and returns the winning route(s) and next hop(s).get_vrf_arp— VRF ARP table (IP-to-MAC bindings) learned on the switches. Accepts VRF and switch by name or UUID; passswitchto scope the table to one switch. Each entry exposes the IP/MAC, interface, physical port, owning switch and neighbor reachability state (reachable, stale, incomplete, …).get_vrf_ip_interfaces— VRF L3 (IP) interfaces. Accepts VRF and switch by name or UUID; filter byif_type(routed,vlan,loopback,evpn). Withinclude_status(default), the operational state (admin up/down, MAC, IP MTU, duplex, IPv4 address) is returned alongside the configuration.get_vrf_static_routes— IP static routes configured in a VRF (destination prefix, next hop or nullroute/discard, next-hop interface, distance, tag, type and applied switches). Accepts VRF and switch by name or UUID.get_vrf_bgp_status,get_vrf_bgp_summary— BGP state and summary per VRF.get_vrf_ospf_neighbors,get_vrf_ospf_summary— OSPF neighbors and summary per VRF.list_evpn,list_evpn_routes— EVPN instances and routes.get_vrf_virtual_environment— virtual environment bound to a VRF.
Fabric underlay/overlay & network services
list_leaf_spine— Leaf-Spine peer configurations (the fabric underlay building blocks: name, QoS trust, per-switch leaf-spine peers). Passfabric(name or UUID) to scope to one fabric, or omit it to list across all fabrics. Setinclude_interface=Trueto expand the underlying leaf-spine interface details.get_leaf_spine— one Leaf-Spine configuration by UUID within a fabric.list_l2_leaf_spine— Layer-2 Leaf-Spine configurations, optionally scoped byfabricand expanded withinclude_lag=True.list_subleaf_leaf— Subleaf-Leaf configurations (subleaf switches attached below leaves: name, type and per-switchsubleaf_leaf_peers). Passfabric(name or UUID) to scope to one fabric, or omit it to list across all fabrics. Passpeer_uuidto fetch a single subleaf-leaf peer instead of the full list (fabricis then required).include_lag(defaultTrue) expands the full subleaf-leaf LAG/LACP details; set it toFalsefor a lighter response.resolve_switch_names(defaultTrue) enriches each peer and LAG member with the switch name, physical ports andendpoints(switch:port), so the LAG members and upstream devices are identifiable without extra lookups.list_vsx— VSX pair configurations (the redundant switch-pairing / MLAG layer: name, system MAC, keep-alive VRF/UDP port, ISL/keep-alive timers, health and the twovsx_peers). Passfabric(name or UUID) to scope to one fabric, or omit it to list across all fabrics. Setinclude_isl_lag/include_keep_alive_interfaceto expand the ISL LAG and keep-alive interface details.get_vsx— one VSX pair configuration by UUID within a fabric.list_ntp_configurations— NTP client configurations (servers and the fabrics/switches they are applied to). Filter byfabric/switch(name or UUID) andin_use_only.list_dns_configurations— DNS client configurations (name servers, domain name/search list and applied fabrics/switches). Filter byfabric/switch(name or UUID) andin_use_only.
Multi-Fabric & Stretched VLAN
list_multi_hop_vxlan— Multi-Fabric (Multi-Hop VXLAN) configurations that stitch fabrics together: how one fabric's border leader peers with remote fabrics over L3 eBGP to extend VXLAN across sites (name, localfabric_uuid/fabric_name,border_leader/border_leader_name,l3_ebgp_bordersandremote_fabricswith each remote's site/fabric name, border leader, ASN and BGP peer IPs). Passfabric(name or UUID) to scope to one fabric, or omit it to list across all fabrics.get_multi_hop_vxlan— one Multi-Hop VXLAN configuration by UUID within a fabric.list_stretched_vlans— Stretched VLAN (EVPN Multi-Site) configurations spanning multiple fabrics: thefabric_uuids(with resolvedfabric_names), thestretched_vlansrange (e.g."5, 20-50, 70") and theglobal_route_targets. Passfabric(name or UUID) to return only objects that include that fabric, or omit it to list across all fabrics.get_stretched_vlan— one Stretched VLAN (EVPN Multi-Site) configuration by UUID.
Sites & overview
list_afc_sites,get_afc_site_inventory— AFC (remote) sites and their inventory.get_network_overview— aggregated network state snapshot.
Health
list_health_alerts— active AFC health alerts.run_health_check— aggregated health (alerts, switch/fabric health, BGP/OSPF adjacencies, optional HA + license status).
Integrations & VMware vCenter/vSphere
list_integrations— all integration packs, their remote servers and connection state.list_vmware_integrations— vSphere-only: one entry per configured vCenter with server address, connection state and fault message.get_vmware_inventory— VMware hosts with location (vCenter, datacenter, cluster, domain) and status (physical NIC states, VM power breakdown), plus vSwitches, Port Groups and VMs. Optional filter by ESXi host name.list_vmware_vms— flat VM inventory with power status and placement (ESXi host, cluster, datacenter, vCenter), IPs and tags. Optional filters:power_state,host_name.get_vm_attachment— trace a VM's end-to-end network attachment (vNIC → Port Group → vSwitch → host uplink → physical switch/port).
Notes
AFC_BASE_URLmust be the host root without/api; the client adds the/apiprefix.API authentication uses
POST /api/auth/tokenwithX-Auth-UsernameandX-Auth-Passwordheaders; the token is reused and refreshed automatically on401.The vSphere pack does not expose a per-host power/health field: host status is derived from physical NIC states and VM power counts;
vcenteris the vSphere instance UUID.
This server cannot be deployed
Maintenance
Related MCP Connectors
Read-only MCP access to a documented IT fleet: state, changes, posture. 15 tools.
XFA's remote MCP server — query device posture, compliance, policies & CVEs. Read-only.
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable HTTP with OAuth 2.0.
Governed MCP gateway: one endpoint for your tools, with credential custody and audit log.
Related MCP Servers
AlicenseAqualityDmaintenanceRead-only MCP server that allows AI assistants to query and monitor KVM Fleet devices, audit logs, and console sessions through the official REST API.59 npm1MIT- AlicenseNot gradedqualityBmaintenanceEnables querying Cisco CUCM Real-time Information Service and Performance Monitor data through MCP tools for device status, CTI connections, counter monitoring, and cluster health.36 npmMIT
- AlicenseAqualityAmaintenanceRead-only MCP server for searching and aggregating logs from VMware Aria Operations for Logs (formerly vRealize Log Insight). Enables querying log events, aggregating with spike detection, and retrieving alert information.7MIT
- FlicenseNot gradedqualityCmaintenanceEnables read-only access to managed network devices over SSH or Telnet via MCP, allowing users to probe devices, retrieve redacted running or startup configs, gather facts and interfaces, back up multiple devices, and compare configs for drift or unsaved changes.-