Junos MCP Server
Officialby Juniper
README.md
# junos-mcp-server
A Model Context Protocol (MCP) server for Juniper Junos devices that enables
LLM interactions with network equipment.
## Table of Contents
- [junos-mcp-server](#junos-mcp-server)
- [Table of Contents](#table-of-contents)
- [Important Security Notice](#important-security-notice)
- [Security Requirements](#security-requirements)
- [Security Best Practices](#security-best-practices)
- [Important Configuration Notice](#important-configuration-notice)
- [Getting Started](#getting-started)
- [Running with uv](#running-with-uv)
- [Start Junos MCP Server](#start-junos-mcp-server)
- [Configuration](#configuration)
- [Config for Claude Desktop (stdio transport)](#config-for-claude-desktop-stdio-transport)
- [Config for Claude Desktop (using uv)](#config-for-claude-desktop-using-uv)
- [Config for Claude Desktop (Docker container)](#config-for-claude-desktop-docker-container)
- [Docker Usage](#docker-usage)
- [Build Docker Container](#build-docker-container)
- [Running with Default Settings](#running-with-default-settings)
- [Overriding Default Arguments](#overriding-default-arguments)
- [Junos Device Configuration](#junos-device-configuration)
- [VSCode + GitHub Copilot Integration](#vscode--github-copilot-integration)
- [Start Your Server](#start-your-server)
- [Point to This URL in Your VSCode Config](#point-to-this-url-in-your-vscode-config)
- [Authentication for MCP Server Access](#authentication-for-mcp-server-access)
- [Authentication Behavior](#authentication-behavior)
- [Token Management](#token-management)
- [Generate a New Token](#generate-a-new-token)
- [List All Tokens](#list-all-tokens)
- [Show Token Value (Recovery)](#show-token-value-recovery)
- [Revoke a Token](#revoke-a-token)
- [Server Authentication Status](#server-authentication-status)
- [Client Configuration with Authentication](#client-configuration-with-authentication)
- [VSCode Configuration with Token](#vscode-configuration-with-token)
- [Testing with curl](#testing-with-curl)
- [Docker with Authentication](#docker-with-authentication)
- [Security Best Practices](#security-best-practices-1)
- [Token File Format](#token-file-format)
- [GuardRails for Config Commit](#guardrails-for-config-commit)
- [GuardRails for Executing Operational Commands](#guardrails-for-executing-operational-commands)
- [Using MCP Server with Juniper Cloud-Native Router (JCNR)](#using-mcp-server-with-juniper-cloud-native-router-jcnr)
- [Developer Guide](#developer-guide)
- [Architecture Overview](#architecture-overview)
- [How Tools Work](#how-tools-work)
- [Adding a New Tool](#adding-a-new-tool)
- [Step 1: Create a Handler Function](#step-1-create-a-handler-function)
- [Step 2: Register the Handler](#step-2-register-the-handler)
- [Step 3: Define Tool Metadata](#step-3-define-tool-metadata)
- [Example: Creating a BGP Neighbors Tool](#example-creating-a-bgp-neighbors-tool)
- [Best Practices for Tool Development](#best-practices-for-tool-development)
- [Using PyEZ for Advanced Operations](#using-pyez-for-advanced-operations)
- [Testing Your Tools](#testing-your-tools)
- [Debugging Tips](#debugging-tips)
## Important Security Notice
> **Warning:** This server enables LLM access to your network infrastructure. Please review these security considerations carefully.
### Security Requirements
- **Corporate Policy Compliance**: Only use this server if your company's
policy allows sending data of Junos devices to LLM services.
- **Server Security**: Always secure your Junos MCP server before deployment in
production environments.
- **Authentication**: Do **not** use password authentication for production
deployments. We strongly recommend using SSH key-based authentication for
enhanced security.
- **Deployment Strategy**: Until your MCP server is properly secured, only
deploy locally for testing purposes. Do not deploy remote servers in production
without proper security measures.
### Security Best Practices
- Use SSH key authentication instead of passwords
- Implement proper network access controls
- Monitor and log all MCP server activities
- Regular security audits and updates
- Follow your organization's security policies
## Important Configuration Notice
> **Warning:** The Junos MCP server supports configuration changes, but please ensure you only use this functionality when you want LLM-generated configurations to be loaded and committed on your Junos router.
**Always review the configuration being generated by the LLM and only allow tool
execution if it's the correct configuration for your use case.**
## Getting Started
Get the code.
```bash
git clone https://github.com/Juniper/junos-mcp-server.git
cd junos-mcp-server
pip install -r requirements.txt
```
### Running with uv
If you're using [uv](https://github.com/astral-sh/uv), you can run the server directly:
```bash
uv run python jmcp.py -f devices.json -t stdio
```
## Start Junos MCP Server
```bash
python3.11 jmcp.py --help
Junos MCP Server
options:
-h, --help show this help message and exit
-f DEVICE_MAPPING, --device-mapping DEVICE_MAPPING
the name of the JSON file containing the device mapping
-H HOST, --host HOST Junos MCP Server host
-t TRANSPORT, --transport TRANSPORT
Junos MCP Server transport
-p PORT, --port PORT Junos MCP Server port
```
Junos MCP server supports both streamable-http and stdio transport. Do not use
--host with stdio transport.
### Environment Variables
- `JUNOS_TIMEOUT`: Command timeout in seconds for Junos CLI operations.
- `JMCP_POOL_IDLE_TIMEOUT`: Idle timeout in seconds for pooled SSH/NETCONF connections.
- SSH sessions are reused across tool calls via a connection pool; a background
cleanup thread (running once a minute) closes connections idle longer than this timeout.
- Default: `300`. Invalid values are logged and fall back to the default.
## Configuration
### Config for Claude Desktop (stdio transport)
```json
{
"mcpServers": {
"jmcp": {
"type": "stdio",
"command": "python3",
"args": ["jmcp.py", "-f", "devices.json", "-t", "stdio"]
}
}
}
```
### Config for Claude Desktop (using uv)
```json
{
"mcpServers": {
"jmcp": {
"type": "stdio",
"command": "uv",
"args": ["run", "python", "jmcp.py", "-f", "devices.json", "-t", "stdio"]
}
}
}
```
**Note:** Please provide absolute path for jmcp.py and devices.json file.
### Config for Claude Desktop (Docker container)
```json
{
"mcpServers": {
"jmcp": {
"type": "stdio",
"command": "/usr/local/bin/docker",
"args": [
"run",
"--rm",
"-i",
"-v",
"devices.json:/app/config/devices.json",
"-v",
"vsrx_keypair.pem:/app/config/vsrx_keypair.pem",
"junos-mcp-server:latest"
]
}
}
}
```
## Docker Usage
### Build Docker Container
```bash
docker build -t junos-mcp-server:latest .
```
### Running with Default Settings
By default, the Docker container runs with stdio transport:
```bash
docker run --rm -it -v /path/to/your/devices.json:/app/config/devices.json
junos-mcp-server:latest
```
This uses the default command: `python jmcp.py -f /app/config/devices.json -t
stdio`
### Overriding Default Arguments
You can override any arguments by specifying the full command:
**For stdio transport:**
```bash
docker run --rm -it -v /path/to/your/devices.json:/app/config/devices.json
junos-mcp-server:latest python jmcp.py -f /app/config/devices.json -t stdio
```
**For streamable-http transport:**
> **Security:** the streamable-http transport refuses to start without a valid
> `.tokens` file. Generate one with `python jmcp_token_manager.py generate
> --id <token-id>` and mount it into the container as shown below. See
> [Authentication](#authentication) for details, or pass
> `--allow-unauthenticated-http` for loopback-only local development.
```bash
docker run --rm -it \
-v /path/to/your/devices.json:/app/config/devices.json \
-v /path/to/.tokens:/app/.tokens \
-p 30030:30030 \
junos-mcp-server:latest \
python jmcp.py -f /app/config/devices.json -t streamable-http -H 0.0.0.0
```
**For streamable-http with custom port:**
```bash
docker run --rm -it \
-v /path/to/your/devices.json:/app/config/devices.json \
-v /path/to/.tokens:/app/.tokens \
-p 8080:8080 \
junos-mcp-server:latest \
python jmcp.py -f /app/config/devices.json -t streamable-http -p 8080 -H 0.0.0.0
```
**Note:**
- Always mount your device configuration file using `-v /path/to/you/
devices.json:/app/config/devices.json`
- For streamable-http transport, expose the port using `-p
host_port:container_port`
- Mount any SSH private key files if using key-based authentication (e.g., `-v
/path/to/key.pem:/app/config/key.pem`)
Build docker container for Junos MCP Server
```bash
docker build -t junos-mcp-server:latest .
```
**Note:** Mount your config file `devices.json` and mount any other files, in
my case I am using pem file for ssh priv key authentication so I am also
mounting vsrx_keypair.pem
## Junos Device Configuration
Junos MCP server supports both `password` based auth as well as `SSH key` based
authentication (See first 2 routers configs [router-1, router-2]).
```json
{
"router-1": {
"ip": "ip-addr",
"port": 22,
"username": "user",
"auth": {
"type": "password",
"password": "pwd"
}
},
"router-2": {
"ip": "ip-addr",
"port": 22,
"username": "user",
"auth": {
"type": "ssh_key",
"private_key_path": "/path/to/private/key.pem"
}
},
"router-3": {
"ip": "ip-addr",
"port": 22,
"username": "user",
"ssh_config": "~/.ssh/config_dc",
"auth": {
"type": "ssh_key",
"private_key_path": "/path/to/private/key.pem"
}
},
"router-4": {
"ip": "ip-addr",
"port": 22,
"username": "user",
"ssh_config": "/home/user/.ssh/config_jumphost",
"auth": {
"type": "password",
"password": "pwd"
}
}
}
```
Junos MCP server also provides support for `ProxyCommand`. (See last 2 routers
configs [router-3, router-4]), which enables you to access a target device
through an intermediary host that supports `netcat`. This is useful when you
can only log in to the target device through the intermediate host (jumphost).
This is an example of an SSH config file being used `.ssh/config_jumphost`:
```bash
# Jumphost VM Connection
Host jumphost-vm
HostName 10.2.11.200
User root
# Used for MCP server
IdentityFile /home/user/.ssh/id_rsa_claude
IdentitiesOnly yes
StrictHostKeyChecking no
# cRPD Devices (via jump host)
Host dt-crpd1 dtwin-crpd1 digital-twin-crpd1 clab-digital-twin-eop6-pe1
HostName 172.20.20.11
User claude
IdentityFile c
# ProxyJump jumphost-vm # Not working with JunOS MCP
ProxyCommand ssh -l root jumphost-vm nc %h 22 2>/dev/null
StrictHostKeyChecking no
```
**Note #1:** `Port` value should be an integer (typically `22` for SSH).
**Note #2:** `IdentityFile` recommendation use full path (e.g `/home/user/.ssh
/id_rsa_claude` rather than `~/.ssh/id_rsa_claude`).
## VSCode + GitHub Copilot Integration
### Start Your Server
```bash
python3.11 jmcp.py -f devices.json
[06/11/25 08:26:11] INFO Starting MCP server 'jmcp-server' with transport
'streamable-http' on http://127.0.0.1:30030/mcp
INFO: Started server process [33512]
INFO: Waiting for application startup.
INFO: Application startup complete.
INFO: Uvicorn running on http://127.0.0.1:30030 (Press CTRL+C to quit)
```
### Point to This URL in Your VSCode Config
```json
{
"mcp": {
"servers": {
"my-junos-mcp-server": {
"url": "http://127.0.0.1:30030/mcp/"
}
}
}
}
```
**Note:** You can use VSCode's `Cmd+Shift+P` to configure MCP server.
## Authentication for MCP Server Access
The Junos MCP server supports token-based authentication for secure client
access when using streamable-http transport. This prevents unauthorized access
to your network infrastructure.
### Authentication Behavior
- **stdio transport** (Claude Desktop): No authentication required - secure by
design as it runs locally
- **streamable-http transport** (VSCode, web clients): Token-based
authentication available
### Token Management
The server includes a dedicated token management CLI tool:
`jmcp_token_manager.py`
#### Generate a New Token
```bash
# Basic token generation
python jmcp_token_manager.py generate --id "vscode-dev"
# With description
python jmcp_token_manager.py generate --id "vscode-dev" --description "VSCode
development environment"
# Example output:
Generated new token:
ID: vscode-dev
Token: jmcp_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6q7r8
Description: VSCode development environment
Save this token securely - it won't be shown again!
```
#### List All Tokens
```bash
python jmcp_token_manager.py list
# Example output:
ID Description Created
-------------------------------------------------------------------------------------
vscode-dev VSCode development environment
2025-01-28T10:30:00Z
prod-client Production client access
2025-01-28T09:15:00Z
```
#### Show Token Value (Recovery)
```bash
python jmcp_token_manager.py show --id "vscode-dev"
# Example output:
Token ID: vscode-dev
Token: jmcp_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6q7r8
Description: VSCode development environment
Created: 2025-01-28T10:30:00Z
```
#### Revoke a Token
```bash
python jmcp_token_manager.py revoke --id "vscode-dev"
# Example output:
Token 'vscode-dev' has been revoked
```
### Server Authentication Status
For the `streamable-http` transport the server **fails closed**: it refuses to
start unless a valid, non-empty `.tokens` file is present. The only way to
start without tokens is the explicit `--allow-unauthenticated-http` flag,
which is in turn restricted to loopback binds (`127.0.0.1`, `::1`,
`localhost`).
**With tokens configured:**
```bash
python jmcp.py -f devices.json -t streamable-http
INFO - Token-based authentication enabled
INFO - Clients must send 'Authorization: Bearer <token>' header
INFO - Use jmcp_token_manager.py to manage tokens
INFO - Streamable HTTP server started on http://127.0.0.1:30030
```
**Without tokens configured (default - refuses to start):**
```bash
python jmcp.py -f devices.json -t streamable-http
ERROR - Refusing to start streamable-http transport without authentication: .tokens file not found
ERROR - Generate a token with: python jmcp_token_manager.py generate --id <token-id>
ERROR - Or, for local development on loopback only, re-run with --allow-unauthenticated-http
```
**Explicit unauthenticated mode (loopback only, development only):**
```bash
python jmcp.py -f devices.json -t streamable-http --allow-unauthenticated-http
WARNING - *** Streamable HTTP authentication is DISABLED (--allow-unauthenticated-http). .tokens file not found. Server is open to any client that can reach 127.0.0.1:30030 and can commit configuration to mapped devices. Use only for local development. ***
INFO - Streamable HTTP server started on http://127.0.0.1:30030
```
Combining `--allow-unauthenticated-http` with a non-loopback bind (for
example `-H 0.0.0.0`) is rejected at startup.
### Client Configuration with Authentication
#### VSCode Configuration with Token
```json
{
"mcp": {
"servers": {
"my-junos-mcp-server": {
"url": "http://127.0.0.1:30030/mcp/",
"headers": {
"Authorization": "Bearer
jmcp_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6q7r8"
}
}
}
}
}
```
#### Testing with curl
```bash
# Test authentication with valid token
curl -X POST "http://127.0.0.1:30030/mcp/" \
-H "Authorization: Bearer jmcp_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6q7r8" \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'
# Test without token (should fail with 401)
curl -X POST "http://127.0.0.1:30030/mcp/" \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'
```
**Note:** MCP streamable-http requires the `Accept: application/json, tex
/event-stream` header.
#### Docker with Authentication
When using Docker, mount the `.tokens` file to enable authentication:
```bash
# Generate token first (outside container)
python jmcp_token_manager.py generate --id "docker-client"
# Run container with token file mounted
docker run --rm -it \
-v /path/to/devices.json:/app/config/devices.json \
-v /path/to/.tokens:/app/.tokens \
-p 30030:30030 \
junos-mcp-server:latest \
python jmcp.py -f /app/config/devices.json -t streamable-http -H 0.0.0.0
```
### Security Best Practices
1. **Token Security**:
- Store tokens securely (password managers, environment variables)
- Use descriptive token IDs for easy management
- Regularly rotate tokens by revoking old ones and generating new ones
- Never commit tokens to version control
2. **Access Control**:
- Generate separate tokens for different clients/environments
- Revoke tokens immediately when no longer needed
- Monitor server logs for unauthorized access attempts
3. **Network Security**:
- Run streamable-http server behind reverse proxy with HTTPS in production
- Use firewall rules to restrict access to MCP server port
- Consider VPN access for remote clients
### Token File Format
The `.tokens` file stores tokens in JSON format:
```json
{
"vscode-dev": {
"token": "jmcp_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6q7r8",
"description": "VSCode development environment",
"created": "2025-01-28T10:30:00Z"
},
"prod-client": {
"token": "jmcp_x9y8z7w6v5u4t3s2r1q0p9o8n7m6l5k4j3i2",
"description": "Production client access",
"created": "2025-01-28T09:15:00Z"
}
}
```
**Important**: Keep this file secure and don't commit it to version control.
## GuardRails for Config Commit
The `load_and_commit_config` tool now includes a pre-commit guardrail check that validates the submitted candidate configuration against patterns in `block.cfg` before any device commit actions are attempted.
### How it works
- Each non-comment line in `block.cfg` is treated as a blocked pattern.
- Pattern matching is done against normalized config lines from the submitted `config_text`.
- Patterns support regex tokens (for example to match dynamic usernames).
- If any line matches, the request is rejected and **no configuration is loaded or committed**.
### Example `block.cfg`
```text
# Blocked configuration prefixes/patterns for load_and_commit_config
set system root-authentication
set system login user ([^ ]+) authentication
```
This protects common high-risk configuration areas (for example, root authentication or unmanaged local user credential changes) from being committed by automation.
## GuardRails for Executing Operational Commands
The `execute_junos_command` and `execute_junos_command_batch` tools now include command guardrails using `block.cmd`.
### How it works
- Each non-comment line in `block.cmd` is treated as a regex command pattern.
- Submitted commands are normalized and checked before execution.
- If a command matches a blocked pattern, execution is rejected.
- For batch execution, the blocked command is rejected before dispatching to routers.
### Example `block.cmd`
```text
# Blocked operational command prefixes/patterns for execute_junos_command
request system reboot
request system halt
request system power-cycle
request system power-off
request system zeroize
```
This blocks disruptive commands (reboot/power/zeroize class actions) while still allowing read-only operational show commands.
## Using MCP Server with Juniper Cloud-Native Router (JCNR)
JCNR is a cloud native router that runs on various cloud environments. One can
use this MCP server with JCNR as well by following the steps given below.
Please refer to JCNR documentation for more details on configuration.
- Configure SSH access in JCNR on a desired port other than 22. This is
required because, JCNR runs as a container on shared operating system. Running
SSH on default port is not recommended. By default SSH is enabled on port 24.
But, it is preferred to change this to desired port depending on your
networking needs.
- Enable authentication method for SSH. JCNR supports SSH key and password
based authentications.
- Enable Netconf over SSH. This is enabled by default.
```junos
set system services netconf ssh
set system services ssh port 3030
set system services ssh root-login allow
set system root-authentication encrypted-password
"$6$3vvMI$RNemhmu9izWXzO46msh38frIg4VoeFNJWJZugxgnU.NQso3OQ00QWOIZmzNePD.MWjDOD
BBEYut/W7kfADdV." (or)
set system root-authentication load-key-file <public key>
```
## Developer Guide
This section explains the architecture of the Junos MCP server and how to
extend it with new tools.
### Architecture Overview
The Junos MCP server uses the Model Context Protocol (MCP) to enable LLMs to
interact with Juniper network devices. The server architecture consists of:
1. **MCP Server Core** (`jmcp.py`): Handles MCP protocol communication
2. **Tool Handlers**: Individual functions that implement specific network
operations
3. **Tool Registry**: Maps tool names to their handler functions
4. **Transport Layer**: Supports stdio (Claude Desktop) and streamable-http
(VSCode)
### How Tools Work
Each tool in the MCP server follows this flow:
### Adding a New Tool
Adding a new tool is a simple 3-step process:
#### Step 1: Create a Handler Function
Create an async handler function in `jmcp.py` (before the `TOOL_HANDLERS`
dictionary):
```python
async def handle_my_new_tool(arguments: dict) -> list[types.ContentBlock]:
"""Handler for my_new_tool - describe what it does"""
# Extract arguments
router_name = arguments.get("router_name", "")
my_param = arguments.get("my_param", "default_value")
# Validate router exists
if router_name not in devices:
result = f"Router {router_name} not found in the device mapping."
else:
# Your tool logic here
log.debug(f"Executing my_new_tool on router {router_name}")
result = _run_junos_cli_command(router_name, f"show {my_param}")
return [types.TextContent(type="text", text=result)]
```
#### Step 2: Register the Handler
Add your handler to the `TOOL_HANDLERS` dictionary (around line 330):
```python
TOOL_HANDLERS = {
"execute_junos_command": handle_execute_junos_command,
"get_junos_config": handle_get_junos_config,
"junos_config_diff": handle_junos_config_diff,
"gather_device_facts": handle_gather_device_facts,
"get_router_list": handle_get_router_list,
"load_and_commit_config": handle_load_and_commit_config,
"my_new_tool": handle_my_new_tool, # Add your tool here
}
```
#### Step 3: Define Tool Metadata
Add the tool definition to the `list_tools()` method (around line 410):
```python
types.Tool(
name="my_new_tool",
description="Brief description of what your tool does",
inputSchema={
"type": "object",
"properties": {
"router_name": {"type": "string", "description": "The name of the
router"},
"my_param": {"type": "string", "description": "Description of
parameter"}
},
"required": ["router_name"] # List required parameters
}
)
```
### Example: Creating a BGP Neighbors Tool
Here's a complete example of adding a tool to show BGP neighbors:
```python
# Step 1: Handler function
async def handle_show_bgp_neighbors(arguments: dict) -> list[types.ContentBloc
]:
"""Handler for show_bgp_neighbors tool"""
router_name = arguments.get("router_name", "")
neighbor_address = arguments.get("neighbor_address", "")
if router_name not in devices:
result = f"Router {router_name} not found in the device mapping."
else:
log.debug(f"Getting BGP neighbors from router {router_name}")
if neighbor_address:
cmd = f"show bgp neighbor {neighbor_address}"
else:
cmd = "show bgp summary"
result = _run_junos_cli_command(router_name, cmd)
return [types.TextContent(type="text", text=result)]
# Step 2: Add to TOOL_HANDLERS
TOOL_HANDLERS = {
# ... existing tools ...
"show_bgp_neighbors": handle_show_bgp_neighbors,
}
# Step 3: Add to list_tools()
types.Tool(
name="show_bgp_neighbors",
description="Show BGP neighbor information",
inputSchema={
"type": "object",
"properties": {
"router_name": {"type": "string", "description": "The name of the
router"},
"neighbor_address": {"type": "string", "description": "Optional:
specific neighbor IP"}
},
"required": ["router_name"]
}
)
```
### Best Practices for Tool Development
1. **Error Handling**: Always handle connection errors and invalid inputs
gracefully
2. **Logging**: Use the global `log` logger for debugging
3. **Validation**: Check if router exists before attempting operations
4. **Documentation**: Write clear descriptions for tools and parameters
5. **Timeouts**: Support configurable timeouts for long-running operations
6. **Return Format**: Always return `list[types.ContentBlock]` with text content
7. **Context Parameter**: Use the `context: Context` parameter to send progress
and log messages to the client
### Using PyEZ for Advanced Operations
For operations beyond CLI commands, use PyEZ directly:
```python
from jnpr.junos import Device
from jnpr.junos.utils.config import Config
# Example: Using PyEZ tables
async def handle_get_interfaces(arguments: dict) -> list[types.ContentBlock]:
router_name = arguments.get("router_name", "")
if router_name not in devices:
result = f"Router {router_name} not found in the device mapping."
else:
device_info = devices[router_name]
try:
connect_params = prepare_connection_params(device_info, router_name)
with Device(**connect_params) as junos_device:
# Use PyEZ tables or other utilities
interfaces = junos_device.rpc.get_interface_information()
# Process interfaces...
result = "Interface information..."
except Exception as e:
result = f"Error: {e}"
return [types.TextContent(type="text", text=result)]
```
### Testing Your Tools
1. **Unit Testing**: Test handler functions with mock arguments
2. **Integration Testing**: Test with actual Junos devices or vSRX
3. **Error Cases**: Test with invalid routers, network failures, etc.
Example test:
```python
# Test the handler directly
result = await handle_my_new_tool({
"router_name": "router-1",
"my_param": "test"
})
print(result[0].text)
```
### Debugging Tips
1. Enable debug logging to see detailed execution:
```python
logging.basicConfig(level=logging.DEBUG)
```
2. Use the stdio transport for easier debugging:
```bash
python jmcp.py -f devices.json -t stdio
```
3. Test individual commands manually:
```python
result = _run_junos_cli_command("router-1", "show version")
print(result)
```
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