RADKit Remote Device Access
MCP Server
- Repository: CiscoDevNet/radkit-mcp-server-community
- Transport: stdio (Python via FastMCP), SSE, or HTTPS
- Requires:
RADKIT_IDENTITY, RADKIT_DEFAULT_SERVICE_SERIAL, active RADKit service instance
- Python: 3.10+
How RADKit Works
RADKit provides a cloud-relayed path to on-premises devices:
NetClaw Agent --> RADKit Cloud --> RADKit Service (on-prem) --> Device (CLI/SNMP)
- The RADKit Service runs inside the network perimeter, onboarded with access to devices
- The RADKit Client (this MCP server) authenticates via certificate-based identity
- All communication is encrypted, relayed through Cisco's RADKit cloud infrastructure
- No direct SSH/SNMP from the agent host to the devices is needed
This is ideal for:
- Air-gapped networks where the AI agent cannot directly SSH to devices
- Cloud-hosted agents that need to reach on-premises devices
- Multi-site operations where a single RADKit service provides access to many devices
- Secure environments where certificate-based auth is required (no passwords in transit)
MCP Tools
| Tool |
Parameters |
What It Does |
get_device_inventory_names |
none |
List all onboarded device names from the RADKit service |
get_device_attributes |
target_device |
Retrieve device details in JSON: host, type, configs, SNMP/NETCONF status, capabilities |
exec_cli_commands_in_device |
target_device, commands, timeout?, max_lines? |
Execute CLI commands on a device with timeout and line-limit controls |
snmp_get |
target_device, oid(s), timeout? |
Perform SNMP GET operations without CLI execution |
exec_command |
target_device, commands |
Structured command execution — returns dict/list with status and truncation info |
Tool Details
get_device_inventory_names
Discovers all devices onboarded to the RADKit service. Call this first to know what devices are available.
Returns a set of device names, e.g.: {"edge-rtr-01", "core-sw-01", "dc-fw-01"}
get_device_attributes
Retrieves detailed JSON attributes for a specific device:
- Name and host address
- Device type (router, switch, firewall, etc.)
- Configuration capabilities (SSH, NETCONF, RESTCONF)
- SNMP status (enabled, community/v3 config)
- Platform details (model, OS, version)
Safe for parallel execution across multiple devices.
exec_cli_commands_in_device
Executes CLI commands on a device through the RADKit relay:
- timeout — maximum wait time per command (prevents hung sessions)
- max_lines — truncate output to N lines (prevents massive output from flooding context)
- Returns raw CLI output as text
Use this for standard show commands, debug captures, and configuration inspection.
snmp_get
Performs SNMP GET without executing CLI:
- Query one or more OIDs in a single call
- Useful for metric polling (uptime, interface counters, CPU utilization)
- Lower overhead than CLI for structured data retrieval
Common OIDs:
| OID |
Metric |
1.3.6.1.2.1.1.1.0 |
System Description |
1.3.6.1.2.1.1.3.0 |
System Uptime |
1.3.6.1.2.1.1.5.0 |
System Name |
1.3.6.1.2.1.2.2.1.2 |
Interface Description |
1.3.6.1.2.1.2.2.1.8 |
Interface Operational Status |
exec_command
Structured command execution that returns a dictionary or list:
- Includes status (success/failure) per command
- Includes truncation info if output exceeded limits
- Better for programmatic processing than raw CLI output
Workflow: Remote Device Discovery
When first connecting via RADKit:
- Inventory:
get_device_inventory_names — what devices are available?
- Attributes:
get_device_attributes for each device — type, platform, capabilities
- Quick health:
snmp_get with sysUpTime (1.3.6.1.2.1.1.3.0) for each device
- Report: device inventory table with type, platform, and uptime
Workflow: Remote CLI Troubleshooting
When investigating an issue on a remote device:
- Identify device:
get_device_inventory_names — find the target device name
- Check capabilities:
get_device_attributes — confirm CLI access is available
- Execute commands:
exec_cli_commands_in_device with timeout and max_lines
show ip interface brief — interface status
show ip route summary — routing table health
show processes cpu sorted — CPU utilization
show logging last 50 — recent syslog messages
- Structured output:
exec_command for commands needing programmatic parsing
- Report: troubleshooting findings with device state
Workflow: Remote SNMP Polling
When collecting metrics from remote devices:
- Inventory:
get_device_inventory_names — target devices
- System info:
snmp_get with sysDescr, sysName, sysUpTime
- Interface status:
snmp_get with ifOperStatus for key interfaces
- Counters:
snmp_get with ifInOctets, ifOutOctets for bandwidth tracking
- Report: SNMP metric summary with uptime and interface health
Workflow: Multi-Site Health Check via RADKit
When checking health across sites served by the RADKit service:
- Inventory:
get_device_inventory_names — all devices across sites
- Attributes:
get_device_attributes for each — group by type and site
- Health commands:
exec_cli_commands_in_device per device:
show version — uptime, software version
show processes cpu | include CPU utilization
show memory statistics
- SNMP baseline:
snmp_get for sysUpTime, interface counters
- Report: multi-site health dashboard with per-device status
Integration with Other Skills
| Skill |
How They Work Together |
pyats-network |
RADKit for cloud-relayed access, pyATS for direct SSH — complementary paths to devices |
pyats-health-check |
RADKit provides remote device data; pyATS health-check procedures analyze it |
pyats-troubleshoot |
RADKit CLI exec for remote devices that pyATS can't reach directly |
pyats-routing |
Use RADKit to collect routing state from remote sites, analyze with routing skill |
pyats-security |
RADKit CLI for remote security audit commands (ACLs, AAA, CoPP) |
meraki-monitoring |
Meraki for cloud-managed devices, RADKit for on-prem devices behind Meraki MX |
te-path-analysis |
ThousandEyes external path + RADKit internal CLI for end-to-end troubleshooting |
nso-device-ops |
NSO for orchestrated config, RADKit for raw CLI access to same devices |
gait-session-tracking |
Record all RADKit remote access sessions in GAIT |
servicenow-change-workflow |
Gate any config changes through RADKit with ServiceNow CRs |
Important Rules
- RADKit is read-write capable — if the onboarded user has write access, CLI commands can push configuration. Always gate config changes with ServiceNow CRs.
- Certificate security is critical — the RADKit private key must never be shared. Use strong passphrases.
- Timeout controls prevent hung sessions — always set reasonable timeouts on CLI commands (default: 30 seconds).
- max_lines prevents context overflow — use line limits for commands with potentially large output (show tech, show run on large configs).
- SNMP is lighter than CLI — prefer
snmp_get over CLI for structured metrics (uptime, counters, status).
- One RADKit service can serve many devices — the service runs on-prem and proxies to all onboarded devices.
- Record in GAIT — log all remote access sessions, commands executed, and findings.
- This is a community project — not an official Cisco product. Use for experimentation, learning, and authorized operations.
Environment Variables
RADKIT_IDENTITY — User email address for RADKit authentication
RADKIT_DEFAULT_SERVICE_SERIAL — RADKit service instance identifier
Container/CI Deployment (base64-encoded credentials)
RADKIT_CERT_B64 — Base64-encoded client certificate
RADKIT_KEY_B64 — Base64-encoded private key
RADKIT_CA_B64 — Base64-encoded CA chain
RADKIT_KEY_PASSWORD_B64 — Base64-encoded key password
Local Development
For local use, RADKit auto-detects certificates in ~/.radkit/identities/ generated during the setup onboarding wizard (bash setup.sh in the cloned repo).
1---2name: radkit-remote-access3description: Cisco RADKit — cloud-relayed remote device access, CLI execution, SNMP polling, device inventory discovery, attribute inspection. Use when accessing remote network devices through a cloud relay, running CLI on air-gapped devices, polling SNMP metrics remotely, or discovering device inventory via RADKit.4license: Apache-2.05---6
7# RADKit Remote Device Access
8
9## MCP Server
10
11- **Repository**: [CiscoDevNet/radkit-mcp-server-community](https://github.com/CiscoDevNet/radkit-mcp-server-community)
12- **Transport**: stdio (Python via FastMCP), SSE, or HTTPS
13- **Requires**: `RADKIT_IDENTITY`, `RADKIT_DEFAULT_SERVICE_SERIAL`, active RADKit service instance
14- **Python**: 3.10+
15
16## How RADKit Works
17
18RADKit provides a **cloud-relayed** path to on-premises devices:
19
20```
21NetClaw Agent --> RADKit Cloud --> RADKit Service (on-prem) --> Device (CLI/SNMP)
22```
23
24- The **RADKit Service** runs inside the network perimeter, onboarded with access to devices
25- The **RADKit Client** (this MCP server) authenticates via certificate-based identity
26- All communication is encrypted, relayed through Cisco's RADKit cloud infrastructure
27- No direct SSH/SNMP from the agent host to the devices is needed
28
29This is ideal for:
30- **Air-gapped networks** where the AI agent cannot directly SSH to devices
31- **Cloud-hosted agents** that need to reach on-premises devices
32- **Multi-site operations** where a single RADKit service provides access to many devices
33- **Secure environments** where certificate-based auth is required (no passwords in transit)
34
35## MCP Tools
36
37| Tool | Parameters | What It Does |
38|------|-----------|--------------|
39| `get_device_inventory_names` | none | List all onboarded device names from the RADKit service |
40| `get_device_attributes` | `target_device` | Retrieve device details in JSON: host, type, configs, SNMP/NETCONF status, capabilities |
41| `exec_cli_commands_in_device` | `target_device, commands, timeout?, max_lines?` | Execute CLI commands on a device with timeout and line-limit controls |
42| `snmp_get` | `target_device, oid(s), timeout?` | Perform SNMP GET operations without CLI execution |
43| `exec_command` | `target_device, commands` | Structured command execution — returns dict/list with status and truncation info |
44
45### Tool Details
46
47#### get_device_inventory_names
48
49Discovers all devices onboarded to the RADKit service. Call this first to know what devices are available.
50
51Returns a set of device names, e.g.: `{"edge-rtr-01", "core-sw-01", "dc-fw-01"}`
52
53#### get_device_attributes
54
55Retrieves detailed JSON attributes for a specific device:
56- **Name** and **host** address
57- **Device type** (router, switch, firewall, etc.)
58- **Configuration capabilities** (SSH, NETCONF, RESTCONF)
59- **SNMP status** (enabled, community/v3 config)
60- **Platform details** (model, OS, version)
61
62Safe for parallel execution across multiple devices.
63
64#### exec_cli_commands_in_device
65
66Executes CLI commands on a device through the RADKit relay:
67- **timeout** — maximum wait time per command (prevents hung sessions)
68- **max_lines** — truncate output to N lines (prevents massive output from flooding context)
69- Returns raw CLI output as text
70
71Use this for standard show commands, debug captures, and configuration inspection.
72
73#### snmp_get
74
75Performs SNMP GET without executing CLI:
76- Query one or more OIDs in a single call
77- Useful for metric polling (uptime, interface counters, CPU utilization)
78- Lower overhead than CLI for structured data retrieval
79
80Common OIDs:
81| OID | Metric |
82|-----|--------|
83| `1.3.6.1.2.1.1.1.0` | System Description |
84| `1.3.6.1.2.1.1.3.0` | System Uptime |
85| `1.3.6.1.2.1.1.5.0` | System Name |
86| `1.3.6.1.2.1.2.2.1.2` | Interface Description |
87| `1.3.6.1.2.1.2.2.1.8` | Interface Operational Status |
88
89#### exec_command
90
91Structured command execution that returns a dictionary or list:
92- Includes **status** (success/failure) per command
93- Includes **truncation info** if output exceeded limits
94- Better for programmatic processing than raw CLI output
95
96## Workflow: Remote Device Discovery
97
98When first connecting via RADKit:
99
1001. **Inventory**: `get_device_inventory_names` — what devices are available?
1012. **Attributes**: `get_device_attributes` for each device — type, platform, capabilities
1023. **Quick health**: `snmp_get` with sysUpTime (1.3.6.1.2.1.1.3.0) for each device
1034. **Report**: device inventory table with type, platform, and uptime
104
105## Workflow: Remote CLI Troubleshooting
106
107When investigating an issue on a remote device:
108
1091. **Identify device**: `get_device_inventory_names` — find the target device name
1102. **Check capabilities**: `get_device_attributes` — confirm CLI access is available
1113. **Execute commands**: `exec_cli_commands_in_device` with timeout and max_lines
112 - `show ip interface brief` — interface status
113 - `show ip route summary` — routing table health
114 - `show processes cpu sorted` — CPU utilization
115 - `show logging last 50` — recent syslog messages
1164. **Structured output**: `exec_command` for commands needing programmatic parsing
1175. **Report**: troubleshooting findings with device state
118
119## Workflow: Remote SNMP Polling
120
121When collecting metrics from remote devices:
122
1231. **Inventory**: `get_device_inventory_names` — target devices
1242. **System info**: `snmp_get` with sysDescr, sysName, sysUpTime
1253. **Interface status**: `snmp_get` with ifOperStatus for key interfaces
1264. **Counters**: `snmp_get` with ifInOctets, ifOutOctets for bandwidth tracking
1275. **Report**: SNMP metric summary with uptime and interface health
128
129## Workflow: Multi-Site Health Check via RADKit
130
131When checking health across sites served by the RADKit service:
132
1331. **Inventory**: `get_device_inventory_names` — all devices across sites
1342. **Attributes**: `get_device_attributes` for each — group by type and site
1353. **Health commands**: `exec_cli_commands_in_device` per device:
136 - `show version` — uptime, software version
137 - `show processes cpu | include CPU utilization`
138 - `show memory statistics`
1394. **SNMP baseline**: `snmp_get` for sysUpTime, interface counters
1405. **Report**: multi-site health dashboard with per-device status
141
142## Integration with Other Skills
143
144| Skill | How They Work Together |
145|-------|----------------------|
146| `pyats-network` | RADKit for cloud-relayed access, pyATS for direct SSH — complementary paths to devices |
147| `pyats-health-check` | RADKit provides remote device data; pyATS health-check procedures analyze it |
148| `pyats-troubleshoot` | RADKit CLI exec for remote devices that pyATS can't reach directly |
149| `pyats-routing` | Use RADKit to collect routing state from remote sites, analyze with routing skill |
150| `pyats-security` | RADKit CLI for remote security audit commands (ACLs, AAA, CoPP) |
151| `meraki-monitoring` | Meraki for cloud-managed devices, RADKit for on-prem devices behind Meraki MX |
152| `te-path-analysis` | ThousandEyes external path + RADKit internal CLI for end-to-end troubleshooting |
153| `nso-device-ops` | NSO for orchestrated config, RADKit for raw CLI access to same devices |
154| `gait-session-tracking` | Record all RADKit remote access sessions in GAIT |
155| `servicenow-change-workflow` | Gate any config changes through RADKit with ServiceNow CRs |
156
157## Important Rules
158
159- **RADKit is read-write capable** — if the onboarded user has write access, CLI commands can push configuration. Always gate config changes with ServiceNow CRs.
160- **Certificate security is critical** — the RADKit private key must never be shared. Use strong passphrases.
161- **Timeout controls prevent hung sessions** — always set reasonable timeouts on CLI commands (default: 30 seconds).
162- **max_lines prevents context overflow** — use line limits for commands with potentially large output (show tech, show run on large configs).
163- **SNMP is lighter than CLI** — prefer `snmp_get` over CLI for structured metrics (uptime, counters, status).
164- **One RADKit service can serve many devices** — the service runs on-prem and proxies to all onboarded devices.
165- **Record in GAIT** — log all remote access sessions, commands executed, and findings.
166- **This is a community project** — not an official Cisco product. Use for experimentation, learning, and authorized operations.
167
168## Environment Variables
169
170- `RADKIT_IDENTITY` — User email address for RADKit authentication
171- `RADKIT_DEFAULT_SERVICE_SERIAL` — RADKit service instance identifier
172
173### Container/CI Deployment (base64-encoded credentials)
174
175- `RADKIT_CERT_B64` — Base64-encoded client certificate
176- `RADKIT_KEY_B64` — Base64-encoded private key
177- `RADKIT_CA_B64` — Base64-encoded CA chain
178- `RADKIT_KEY_PASSWORD_B64` — Base64-encoded key password
179
180### Local Development
181
182For local use, RADKit auto-detects certificates in `~/.radkit/identities/` generated during the setup onboarding wizard (`bash setup.sh` in the cloned repo).