MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Cisco SD-WAN vManage read-only operations — fabric devices, WAN Edge inventory, templates, policies, alarms, events, interface stats, BFD sessions, OMP routes, control connections, running config.
$ npx skills add automateyournetwork/netclaw --skill sdwan-ops -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install automateyournetwork/netclaw sdwan-ops --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/workspace/skills/sdwan-ops .claude/skills/sdwan-ops && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "sdwan-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/sdwan-ops into .claude/skills/sdwan-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdwan-ops", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/sdwan-opsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add automateyournetwork/netclaw --skill sdwan-ops -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install automateyournetwork/netclaw sdwan-ops --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/workspace/skills/sdwan-ops .agents/skills/sdwan-ops && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sdwan-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/sdwan-ops into .agents/skills/sdwan-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdwan-ops", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add automateyournetwork/netclaw --skill sdwan-ops -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install automateyournetwork/netclaw sdwan-ops --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/workspace/skills/sdwan-ops .cursor/skills/sdwan-ops && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sdwan-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/sdwan-ops into .cursor/skills/sdwan-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdwan-ops", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/automateyournetwork/netclaw.git --path workspace/skills/sdwan-ops--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add automateyournetwork/netclaw --skill sdwan-ops -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install automateyournetwork/netclaw sdwan-ops --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/workspace/skills/sdwan-ops .gemini/skills/sdwan-ops && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sdwan-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/sdwan-ops into .gemini/skills/sdwan-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdwan-ops", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install automateyournetwork/netclaw sdwan-opsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add automateyournetwork/netclaw --skill sdwan-ops -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/workspace/skills/sdwan-ops .github/skills/sdwan-ops && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sdwan-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/sdwan-ops into .github/skills/sdwan-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdwan-ops", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add automateyournetwork/netclaw --skill sdwan-ops -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install automateyournetwork/netclaw sdwan-ops --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/workspace/skills/sdwan-ops .opencode/skills/sdwan-ops && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sdwan-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/sdwan-ops into .opencode/skills/sdwan-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdwan-ops", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
sdwan-opsCisco SD-WAN vManage read-only operations — fabric devices, WAN Edge inventory, templates, policies, alarms, events, interface stats, BFD sessions, OMP routes, control connections, running config.
Sdwan Ops is an agent skill from automateyournetwork/netclaw. Cisco SD-WAN vManage read-only operations — fabric devices, WAN Edge inventory, templates, policies, alarms, events, interface stats, BFD sessions, OMP routes, control connections, running config. Use when checking SD-WAN fabric health, viewing vManage alarms, auditing SD-WAN policies and templates, or troubleshooting BFD tunnels.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Model Context Protocol and Python. The repository describes itself as: An AI agent that claws through your network. The licence is Apache-2.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit aa90e7d. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
github.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
VMANAGE_PASSWORDFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Sdwan Ops loads about 1.7k tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 563 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
AME`, `VMANAGE_PASSWORD` in `~/.openclaw/.env`Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from automateyournetwork/netclaw at commit aa90e7d, republished under its Apache-2.0 licence (© automateyournetwork). 563 words, ~1,687 tokens.
.claude/skills/sdwan-ops/SKILL.md (or your agent's skills folder).python3 -u $SDWAN_MCP_SCRIPT --transport stdio (stdio transport)VMANAGE_IP, VMANAGE_USERNAME, VMANAGE_PASSWORD environment variablesfastmcp, requests, python-dotenvpython3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" <tool_name> '<args_json>'| Tool | Parameters | What It Does |
|---|---|---|
get_devices | none | List all fabric devices — vManage, vSmart, vBond, vEdge with status |
get_wan_edge_inventory | none | WAN Edge details: serial number, chassis ID, model, version |
get_device_templates | none | All device templates with attached device count |
get_feature_templates | none | All feature templates (VPN, interface, routing, security) |
get_centralized_policies | none | Centralized policy definitions (traffic engineering, QoS, security) |
get_alarms | none | Active alarms across the fabric with severity |
get_events | none | Recent audit events and operational logs |
get_interface_stats | device_ip | Interface statistics for a specific device (throughput, errors, drops) |
get_bfd_sessions | device_ip | BFD session status for device-to-device connectivity health |
get_omp_routes | device_ip | OMP routes — received and advertised routes per device |
get_control_connections | device_ip | DTLS/TLS control connections between fabric nodes |
get_running_config | device_ip | Full running configuration for a device |
When a user asks about SD-WAN health or status:
get_devices — verify all controllers and edges are reachableget_wan_edge_inventory — check serial numbers, versionsget_alarms — identify active issues (CRITICAL, MAJOR, MINOR)get_control_connections for key devices — verify DTLS/TLS tunnelsget_bfd_sessions for key devices — check tunnel health# List all fabric devices
python3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" get_devices '{}'
# Check active alarms
python3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" get_alarms '{}'
# Check BFD sessions on a WAN edge
python3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" get_bfd_sessions '{"device_ip":"10.10.10.100"}'
# Check OMP routes on a WAN edge
python3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" get_omp_routes '{"device_ip":"10.10.10.100"}'When auditing SD-WAN templates and policies:
get_device_templates — list all templates with device countsget_feature_templates — inspect VPN, interface, routing, security templatesget_centralized_policies — review traffic engineering and security policiesget_running_config for target device — confirm template-applied config# List device templates
python3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" get_device_templates '{}'
# List centralized policies
python3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" get_centralized_policies '{}'
# Get running config for a specific device
python3 $MCP_CALL "python3 -u $SDWAN_MCP_SCRIPT --transport stdio" get_running_config '{"device_ip":"10.10.10.100"}'When investigating SD-WAN connectivity or performance:
get_devices — is the device reachable via vManage?get_control_connections — DTLS/TLS tunnel stateget_bfd_sessions — tunnel health between sitesget_omp_routes — are routes being exchanged?get_interface_stats — throughput, errors, dropsget_events — recent operational events for timeline correlationget_running_config — verify configuration matches intent| Skill | Integration |
|---|---|
| pyats-network | CLI-level verification of SD-WAN edge devices via SSH |
| gait-session-tracking | Record all vManage queries in GAIT audit trail |
| markmap-viz | Visualize SD-WAN fabric topology as mind map |
| uml-diagram | Generate SD-WAN architecture diagrams (nwdiag, sequence) |
| servicenow-change-workflow | Reference SD-WAN audit findings in CRs |
VMANAGE_IP, VMANAGE_USERNAME, VMANAGE_PASSWORD in ~/.openclaw/.envping $VMANAGE_IP)get_devices to list all devices and find correct system IPVMANAGE_IP — vManage IP address or hostnameVMANAGE_USERNAME — vManage API usernameVMANAGE_PASSWORD — vManage API passwordSDWAN_MCP_SCRIPT — Path to the Python MCP server script (set by install.sh)MCP_CALL — Path to mcp-call.py wrapper (set by install.sh)© automateyournetwork, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in workspace/skills/sdwan-ops of automateyournetwork/netclaw.
Open the folder on GitHubat commit aa90e7d
Sdwan Ops next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sdwan Ops this skillautomateyournetwork/netclaw | 676 | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MemPalace Setup and OperationMemPalace/mempalace | 59k | — | ~2.2k | Automated safety check: Pass | MIT | |
| LangBot Plugin Developmentlangbot-app/LangBot | 18k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | |
| Vexor CLIscarletkc/vexor | 244 | 3 repos | ~1.2k | Automated safety check: Pass | MIT |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
MemPalace/mempalace
Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.
langbot-app/LangBot
Guides building, debugging and testing LangBot plugins: components, SDK calls, README and locale rules, SDK pitfalls and WebSocket-based testing.
scarletkc/vexor
Semantic file discovery via vexor. An agent skill from scarletkc/vexor.
google-antigravity/antigravity-sdk-python
Design, implement, and debug autonomous AI agents and multi-agent systems using the Google Antigravity (AGY) SDK.
automateyournetwork/netclaw
Entry point for designing EVE-NG network labs: classifies the request, gathers missing requirements, proposes options and validates the resulting topology.
automateyournetwork/netclaw
Deploys Cisco ACI policy changes only behind an approved ServiceNow Change Request, capturing pre and post-change fault baselines and rolling back automatically on a fault delta.
automateyournetwork/netclaw
Runs a phased health audit of a Cisco ACI fabric through MCP tools: node status, links, tenant and policy review, faults and endpoint learning.
automateyournetwork/netclaw
Validate Arista EOS network state against ANTA's pre-built 208-test catalogue, with structured pass/fail verdicts.
automateyournetwork/netclaw
Arista CloudVision Portal (CVP) automation via REST API — device inventory, events, connectivity monitoring, tag management (4 tools).
automateyournetwork/netclaw
AWS CloudWatch monitoring — metrics, alarms, log queries, VPC flow log analysis, network performance.
Works with
Cisco SD-WAN vManage read-only operations — fabric devices, WAN Edge inventory, templates, policies, alarms, events, interface stats, BFD sessions, OMP routes, control connections, running config. Sdwan Ops is an agent skill from automateyournetwork/netclaw. Cisco SD-WAN vManage read-only operations — fabric devices, WAN Edge inventory, templates, policies, alarms, events, interface stats, BFD sessions, OMP routes, control connections, running config.
Sdwan Ops fits situations like: checking SD-WAN fabric health; viewing vManage alarms; auditing SD-WAN policies and templates; troubleshooting BFD tunnels.
Run `npx skills add automateyournetwork/netclaw --skill sdwan-ops -a claude-code`. Or copy the skill folder (workspace/skills/sdwan-ops in automateyournetwork/netclaw) into .claude/skills/sdwan-ops in your project. Claude Code loads it when a task matches its description.
Run `npx skills add automateyournetwork/netclaw --skill sdwan-ops -a codex`. Or copy the skill folder (workspace/skills/sdwan-ops in automateyournetwork/netclaw) into .agents/skills/sdwan-ops in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add automateyournetwork/netclaw --skill sdwan-ops -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sdwan-ops, .gemini/skills/sdwan-ops, .github/skills/sdwan-ops and .opencode/skills/sdwan-ops in your project.
Going by SKILL.md and its folder, Sdwan Ops needs the command-line tools its instructions call (python3) and credentials named VMANAGE_PASSWORD. Our summary lists: Python 3.
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Sdwan Ops is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Sdwan Ops: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MemPalace Setup and Operation (MemPalace/mempalace, 59k stars) and LangBot Plugin Development (langbot-app/LangBot, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
automateyournetwork (a GitHub user) maintains it in automateyournetwork/netclaw, which has 676 GitHub stars. The repository holds 120 skills in this directory. The repository was last updated on October 9, 2026.
Source: automateyournetwork/netclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.