Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
MCP server to integrate with Juniper Routing Director
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
El creador no incluyó detalles de instalación en el registro. Consulta el README del creador más abajo.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub Juniper, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (2.8.0) llegó al registro hace 6 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Kanal Varna — drains, leaks & plumbing (Varna, BG)
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Drain unblocking, leak detection & plumbing in Varna, Bulgaria: services, prices, areas, contact
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
An MCP (Model Context Protocol) server that integrates with Juniper's Routing Director platform, providing intelligent access to network routing, assurance, optimization, and intelligence capabilities.
git clone https://github.com/Juniper/routing-director-mcp-server.git
cd routing-director-mcp-server python -m venv .venv source .venv/bin/activate # On Windows: .venv\Scripts\activate pip install -r requirements.txt
TBD
Create a config.json file with the following structure:
Basic Authentication:
{
"http_url": "https://your-routing-director-host/", "org_id": "your-organization-id", "auth": { "type": "basic", "username": "your-username@example.com", "password": "your-password" } }
Token Authentication:
{
"http_url": "https://your-routing-director-host/", "org_id": "your-organization-id", "auth": { "type": "token", "token": "your-api-token" } }
Note: This authentication is between the MCP server and the Routing Director instance. The MCP server will handle authentication with Routing Director on behalf of clients connecting to it.
basic or tokencomponents field can be used to provide a list of components to filter the spec.Components can be one of the following:
ems - For alarms related info (searching, ack and unack of alarms reported on Routing Director)juniper-resiliency-interface - For device syslog info (retrieving syslog messages collected on Routing Director)device-kpi - For fetching exception events related to Juniper Resiliency Interface (JRI) collected on Routing Director(forwarding, routing and os)python RoutingDirectorMCP.py --config config.json
python RoutingDirectorMCP.py --help
Available options:
-H, --host: Server host (default: 127.0.0.1)-p, --port: Server port (default: 30030)-t, --transport: Transport type: streamable-http or stdio (default: streamable-http)-c, --config: Path to configuration file (required)-v, --verbose: Enable verbose loggingpython RoutingDirectorMCP.py \
--config config.json \ --host localhost \ --port 8000 \ --transport streamable-http \ --verbose
The server supports token-based authentication through a token manager. If a tokens file exists, authentication is automatically enabled for HTTP transports.
For stdio transport, authentication is bypassed as it's typically used in secure local environments.
You can use file-based token authentication for communication between an MCP client and MCP server. To generate a token, execute the following command in your local system:
python utils/mcp/token_cli.py generate --client-id sv@juniper.net --description "Token for SV"
Where, client-id - is an ID that you use for generating the authentication token. The following is a sample of the generated output:
Generated new token:
ID: my-client Token: apa_CA98sH_VwEBd79aHA6O9NxbhXQN_RqaK Description: Production API
Save the generated token in a .tokens file. By default, the token is saved in the root directory of the GitHub MCP repository.
Enable detailed logging for debugging:
LOG_LEVEL=DEBUG python RoutingDirectorMCP.py --config config.json --verbose
Users can use any MCP Host (like Claude, Copilot, Chatgpt, etc.) to connect to the MCP server. When configuring the MCP Host, use the same transport type, host, and port as specified when starting the MCP server.
Configure Claude To configure Claude:
• On a macOS machine, run the following command in the Terminal: ~/Library/Application Support/Claude/claude_desktop_config.json • On a Windows machine, open command prompt and enter: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": { "RoutingDirector": { "command": "/Users/username/path-to-virtual-environment/.mcp_venv/bin/python", "args": [ "/Users/username/path-to-mcp-python-script/RoutingDirectorMCP.py", "-c", "/Users/username/path-to-config-json/config.json", "-t", "stdio" ] } } }
3. Save the file.
Claude is connected to the MCP server if the MCP server tools are listed under + > Connectors.
Configure Copilot : To configure Copilot:
Alternatively, you can use any other Integrated Development Environment (IDE) that supports Copilot and MCP server,
• On a macOS, run the following command in the Terminal: Open ~/Library/Application\ Support/Code/User/mcp.json Where, user is your username on the macOS machine. • On a Windows machine, open command prompt and enter: C:/Users/YourUserName/AppData/Roaming/Code/User/mcp.json Where, user is your username on the Windows machine.
{
"mcpServers": { "RoutingDirector": { "command": "/Users/username/path-to-virtual-environment/.mcp_venv/bin/python", "args": [ "/Users/username/path-to-mcp-python-script/RoutingDirectorMCP.py", "-c", "/Users/username/path-to-config-json/config.json", "-t", "stdio" ] } } }
Copilot is connected to the MCP server if you find messages indicating successful connection to the MCP server in the Output panel of VS code. Alternatively, you can view MCP server tools (API calls) listed in VS code Extensions.
To ensure that the MCP server has started correctly, view the MCP server logs. The logs are generated based on the type of communication with the AI agent: • Starting MCP server 'Juniper Routing Directory' with transport 'stdio' if stdio is used. • INFO Starting MCP server 'Juniper Routing Directory' with transport 'http' on http://127.0.0.1:30030/mcp if streamable-http is used.
For more details on configuring the MCP Servers in the MCP Host Apps , please refer VScode Copilot: https://code.visualstudio.com/docs/copilot/customization/mcp-servers Claude: https://code.claude.com/docs/en/mcp
Solution: Ensure you provide the --config flag with a valid path to your configuration file.
Solution: Verify that your config.json includes all required keys: http_url, org_id, and auth.
Solution:
Solution:
--host and --port matching your client configurationSolution: For HTTP transports requiring authentication, ensure token files are properly initialized. For development/testing, this is typically acceptable.
Current version: v2.10.0
Juniper's Routing Director 2.10.0 User Guide: https://www.juniper.net/documentation/us/en/software/juniper-routing-director2.10.0/user-guide/index.html
Workaround: We recommend that you avoid prompts that may trigger destructive configuration changes. Additionally, enable the MCP approval workflow to require manual confirmation before any configuration-changing commands are executed on devices.
This MCP server integrates with Juniper Networks' Routing Director platform, providing enterprise-grade network intelligence and optimization capabilities.