io.github.AIops-tools/network-aiops
<!-- mcp-name: io.github.AIops-tools/network-aiops -->
# network-aiops
> **Disclaimer**: This is a community-maintained open-source project and is **not
> affiliated with, endorsed by, or sponsored by Cisco, Arista, Juniper, NetBox
> Labs, or any network vendor.** Vendor and product names are trademarks of their
> respective owners. Source code is publicly auditable at
> [github.com/AIops-tools/Network-AIops](https://github.com/AIops-tools/Network-AIops)
> under the MIT license.
Governed multi-vendor network device operations for AI agents — **33 MCP tools**,
every one wrapped with the bundled `@governed_tool` harness: a local unified audit
log under `~/.network-aiops/`, token/runaway budget guard, undo-token recording,
and descriptive risk-tier labels. Credentials (device passwords + the NetBox token)
are kept in an **encrypted store** (`secrets.enc`), never plaintext on disk.
Devices are reached over [NAPALM](https://napalm.readthedocs.io/); an optional
NetBox block adds source-of-truth lookups.
> **Standalone**: the governance harness is bundled in the package
> (`network_aiops.governance`) — network-aiops has no external skill-family
> dependency. Coverage focuses on common device operations and is not yet exhaustive.
> **Verification status**: the test suite is mock-based; not yet validated against live
> devices — self-testable with cEOS / vMX / containerlab. See
> [docs/VERIFICATION.md](docs/VERIFICATION.md).
## What works
Read device facts, interfaces (+ counters/IP), BGP/LLDP neighbors (summary and
detail), ARP/MAC tables, VLANs, route lookups, hardware environment, optics, NTP,
users, SNMP info, VRFs, and an aggregated `device_health`; run read-only **RCA
diagnostics** that flag down/erroring/flapping interfaces and unhealthy BGP
neighbors — each finding citing the measured number that tripped it; back up the
running config, dry-run a config diff, and merge/replace/rollback config — across the five
core NAPALM platforms below. Optional NetBox lookups (devices + interfaces) confirm
intended state before a change.
NAPALM does not implement every getter on every platform; an unsupported getter
returns a teaching error ("not supported by the `<driver>` driver") rather than
crashing. Secrets are never returned — `get_users` redacts password hashes and
`get_snmp_information` redacts community strings.
## Supported devices
| Platform | NAPALM driver | Transport |
|----------|---------------|-----------|
| Cisco IOS / IOS-XE | `ios` | SSH |
| Cisco Nexus NX-OS | `nxos` (NX-API) / `nxos_ssh` (SSH) | HTTPS / SSH |
| Cisco IOS-XR | `iosxr` | SSH (XML agent) |
| Arista EOS | `eos` | eAPI (HTTPS) |
| Juniper Junos | `junos` | NETCONF (SSH) |
Additional platforms (Nokia SR OS / SR Linux, Huawei VRP, etc.) are reachable via
NAPALM **community drivers** but are **not officially tested here**. Need one?
See [Contributing](#contributing--feature-requests).
## Supported actions
| Action | Tool | R/W | Risk |
|--------|------|:---:|:----:|
| Device facts (hostname/vendor/model/OS/serial/uptime) | `device_facts` | R | low |
| Interfaces (up/down, speed, description) | `get_interfaces` | R | low |
| Interface traffic + error counters | `get_interfaces_counters` | R | low |
| Interface IP addresses | `get_interfaces_ip` | R | low |
| BGP neighbors (summary / detail) | `get_bgp_neighbors` / `get_bgp_neighbors_detail` | R | low |
| LLDP neighbors (summary / detail) | `get_lldp_neighbors` / `get_lldp_neighbors_detail` | R | low |
| ARP table | `get_arp_table` | R | low |
| MAC address table | `get_mac_address_table` | R | low |
| VLANs | `get_vlans` | R | low |
| Route lookup | `get_route_to` | R | low |
| Hardware environment (fans/temp/power/CPU/mem) | `get_environment` | R | low |
| Optical transceiver levels | `get_optics` | R | low |
| NTP servers / sync stats | `get_ntp_servers` / `get_ntp_stats` | R | low |
| Local users (hashes redacted) | `get_users` | R | low |
| SNMP info (communities redacted) | `get_snmp_information` | R | low |
| Network instances (VRFs) | `get_network_instances` | R | low |
| Aggregated device health | `device_health` | R | low |
| Interface health RCA (down / errors / discards / flaps) | `interface_health_rca` | R | low |
| BGP neighbor RCA (down / shut / reset / route-less) | `bgp_neighbor_rca` | R | low |
| Back up running config | `config_backup` | R | low |
| Diff a candidate (dry-run) | `config_diff` | R | low |
| Merge config + commit | `config_merge` | W | medium |
| Replace full config + commit | `config_replace` | W | **high** |
| Roll back last commit | `config_rollback` | W | medium |
| NetBox list devices | `netbox_list_devices` | R | low |
| NetBox get device | `netbox_get_device` | R | low |
| NetBox device interfaces | `netbox_device_interfaces` | R | low |
| List recorded reversible writes | `undo_list` | R | low |
| Apply a recorded inverse (governed, single-use, dry-run capable) | `undo_apply` | W | medium |
## What this tool does, and does not, decide
It delivers multi-vendor network device (NAPALM) + NetBox operations — reads and writes —
accurately and efficiently, and records every one of them. It does **not** decide whether a
write is allowed to happen. That is the agent's judgement, or the permission of the account you
connect it with: log in with a device account at a read-only privilege level (and give NetBox a
read-only API token), and the writes fail at the server — the place that actually owns the
permission.
So there is no read-only switch, no policy file, no approval gate to configure. The one thing the
tool guarantees is that nothing is silent: **every call, over MCP and over the CLI alike, lands an
audit row** in `~/.network-aiops/audit.db`, and destructive writes still capture their before-state
and record an inverse where one exists.
> Each tool declares a `risk_level`, carried into the audit row as a descriptive tier
> (none/confirm/review) — so a reviewer can see at a glance that a row was a high-risk delete. It
> is a label, not a gate.
Running a smaller / local model? See
[agent-guardrails.md](skills/network-aiops/references/agent-guardrails.md) — it lists the guardrails
this tool enforces for you (so you don't spend prompt budget restating them) and gives a ready-made
system prompt for what's left.
## Quick Start
### As a Claude Code plugin
One install gives an agent both the skill and the MCP server:
```
/plugin marketplace add AIops-tools/marketplace
/plugin install network-aiops@aiops-tools
```
The MCP server is fetched with [uv](https://docs.astral.sh/uv/) and pinned to the
package version this plugin declares, so an audit row can be traced back to the
code that wrote it. Credentials are still configured with `network-aiops init` — see below.
### As an OpenClaw plugin
The same bundle is published on [ClawHub](https://clawhub.ai/plugins), where one
install delivers the skill and its MCP server together:
```bash
openclaw plugins install clawhub:@zw008/network-aiops
openclaw skills info network-aiops # expect: Visible to model: yes
```
Restart the OpenClaw gateway afterwards so it loads the plugin. The MCP server is
fetched with [uv](https://docs.astral.sh/uv/), pinned to this exact release, so
`uvx` has to be on `PATH` — without it the skill still installs but reports
`Visible to model: no`. Credentials are configured exactly as below.
### As a CLI or standalone MCP server
```bash
uv tool install network-aiops
network-aiops init # wizard: device + driver + host + encrypted password
network-aiops doctor
network-aiops device facts -t core-sw1
network-aiops device health -t core-sw1
network-aiops diagnose interface-health -t core-sw1 # worst-first interface RCA
network-aiops diagnose bgp -t core-sw1 # worst-first BGP-neighbor RCA
network-aiops config backup -t core-sw1 -o core-sw1.cfg
```
### Playbook: triage a flaky uplink before touching config
```bash
# 1. Ask the device what's actually wrong — findings are ranked worst-first and
# each cites the measured value (error count, last-flap seconds, uptime).
network-aiops diagnose interface-health -t core-sw1
network-aiops diagnose bgp -t core-sw1
# 2. If interface-health flags a link admin-up/oper-down with climbing errors and
# BGP shows the peer on that path recently reset, you have your root cause: a
# physical-layer fault (cable/optic) resetting the session — not routing.
# 3. Confirm intended state, then remediate with the governed, audited path.
network-aiops device counters -t core-sw1
network-aiops config diff -t core-sw1 -f fix.cfg # dry-run the change first
```
Create `~/.network-aiops/config.yaml`:
```yaml
devices:
- name: core-sw1 # used as -t core-sw1
driver: eos # ios | nxos | nxos_ssh | iosxr | eos | junos
host: 10.0.0.1
username: admin
optional_args: # passed verbatim to NAPALM (optional)
secret: enable-pw # enable/secret
port: 443
# Optional source-of-truth:
netbox:
url: https://netbox.example.com
```
Secrets are stored **encrypted** in `~/.network-aiops/secrets.enc` (Fernet/AES +
scrypt-derived key; chmod 600) — never in config.yaml or a plaintext `.env`.
Device passwords are keyed by device name; the NetBox token uses the reserved
name `netbox-token`:
```bash
network-aiops init # interactive wizard (recommended)
network-aiops secret set core-sw1 # store a device password (hidden prompt)
network-aiops secret set netbox-token # store the NetBox API token
network-aiops secret list # names only — values are never printed
network-aiops secret migrate # import a legacy plaintext .env, then delete it
```
Export `NETWORK_AIOPS_MASTER_PASSWORD` to unlock the store non-interactively (MCP
server / cron). Legacy plaintext env vars (`NETWORK_<TARGET_UPPER>_PASSWORD`,
`NETWORK_NETBOX_TOKEN`) remain a deprecated fallback. An empty device password is
allowed for key-based SSH auth.
## MCP
```jsonc
{
"command": "network-aiops",
"args": ["mcp"],
"env": {
"NETWORK_AIOPS_CONFIG": "~/.network-aiops/config.yaml",
"NETWORK_AIOPS_MASTER_PASSWORD": "…" // unlocks the encrypted secret store
}
}
```
## Audit & Safety
- Every tool call is logged to `~/.network-aiops/audit.db` (local SQLite;
relocate with `NETWORK_AIOPS_HOME`).
- `config_merge` / `config_replace` capture the pre-change running config and
record an inverse `config_replace`-to-backup undo descriptor.
- `config_replace` is `risk_level=high`; CLI destructive commands (`config
merge/replace/rollback`) require double confirmation and support `--dry-run`
(which prints the diff without committing).
- All device text passes through `sanitize()` (output hygiene: control/format-char
stripping + truncation).
- Device passwords and the NetBox token live only in the encrypted `secrets.enc`
(chmod 600); tools never return passwords, SNMP community strings, or hashes.
See `skills/network-aiops/SKILL.md` and `SECURITY.md` for details.
## Companion Skills
| If you want… | Use |
|--------------|-----|
| Network device config / facts (Cisco/Arista/Juniper) | **network-aiops** (this) |
| Kubernetes cluster operations | a cluster ops skill |
| Hypervisor VM lifecycle | a hypervisor ops skill |
## Contributing & feature requests
Coverage is intentionally focused. **Need a device or action
that isn't here yet?** Open an issue or pull request at
[github.com/AIops-tools/Network-AIops](https://github.com/AIops-tools/Network-AIops/issues)
— contributions, feature requests, and comments are all welcome.
## License
MIT — [github.com/AIops-tools/Network-AIops](https://github.com/AIops-tools/Network-AIops)
TDQS
Scored across 33 tools
Several tool families overlap in purpose: get_bgp_neighbors vs get_bgp_neighbors_detail vs bgp_neighbor_rca, get_lldp_neighbors vs get_lldp_neighbors_detail, config_diff vs config_merge/replace dry_run, and device_health vs its underlying getters. Descriptions clarify the distinctions, but an agent still faces non-trivial choices among near-equivalent read/diagnostic tools.
Names are all snake_case and mostly follow domain prefixes (get_, config_, netbox_, undo_, *_rca, device_). Minor deviations exist, such as device_facts/device_health lacking get_, and netbox_device_interfaces lacking a verb while netbox_list_devices and netbox_get_device include one.
33 tools is high for a single MCP server and exceeds the 25-tool threshold where count becomes unwieldy. Though the network domain is broad, several tools are redundant variants of summary/detail or aggregate/raw operations, suggesting consolidation is possible.
The surface covers config lifecycle, wide read telemetry, targeted RCA, NetBox inventory, and undo tokens, which is strong for network AIOps. Gaps remain, including OSPF/ISIS neighbor state, an explicit ping/reachability test for safe commits, and a tool to list locally configured target devices.