Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
Governed Cisco Meraki + ACI fabric ops: uplink RCA, ACI endpoint trace; 37 tools with audit/undo.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Öffne Claude Desktop → Settings → Developer → Edit Config und füge dies in claude_desktop_config.json ein
{
"mcpServers": {
"fabric-aiops": {
"command": "uvx",
"args": [
"fabric-aiops"
]
}
}
}Führe das in deinem Terminal aus
claude mcp add fabric-aiops -- uvx fabric-aiopsIn .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"fabric-aiops": {
"command": "uvx",
"args": [
"fabric-aiops"
]
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"fabric-aiops": {
"type": "stdio",
"command": "uvx",
"args": [
"fabric-aiops"
]
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dieser Server läuft auf deinem Computer, und ChatGPT kann sich nur mit Servern im Internet verbinden. Wähle eine andere App.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 7. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto AIops-tools bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Die Registry nennt keinen erforderlichen Schlüssel, manche Server bitten dich aber bei der ersten Nutzung, dich anzumelden.
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (0.15.0) kam vor 8 Tagen in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du Python (uv) auf deinem Computer.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
Audit availability: Real writes require a committed
pendingaudit row and stop before contacting the platform if storage is unavailable. Reads and previews may continue with a warning; new audit rows store outcome summaries rather than full responses.
Disclaimer: Community-maintained open-source project. Not affiliated with, endorsed by, or sponsored by Cisco, Meraki, Arista, Ubiquiti, or any network-controller vendor. "Cisco", "Meraki", "Catalyst", "DNA Center", "Arista", "CloudVision", "Ubiquiti", "UniFi", "ACI", "APIC" and all product/trademark names belong to their respective owners. MIT licensed.
Governed AI-ops for network fabrics managed through a controller — the Cisco Meraki Dashboard API (the reference platform, full read + write), Cisco Catalyst Center (formerly DNA Center; read subset), Arista CloudVision Portal (CVP) (read subset), and UniFi Network (self-hosted controller or UniFi OS console; read subset + device restart), plus read-only Cisco ACI (APIC) endpoint path reconstruction and faults — with a built-in governance harness: unified audit log, token/runaway budget guard, undo-token recording, and descriptive risk tiers. Multi-platform by construction: a registry keyed by platform maps every *canonical operation* onto each controller's REST API (path templates + response adapters), so adding a controller is a registry entry, never new ops/CLI/MCP surface. An operation a platform doesn't map returns a clear teaching error ("not supported on X yet — open an issue"), never a silent no-op. No platform has yet been exercised against a live controller by this tool; the ACI reads are the one part built from real controller responses (anonymized APIC payloads a production user supplied) — see docs/VERIFICATION.md.
Three flagship signature analyses, plus the guarded reads and writes around them:
fabric-aiops ...): init, overview, org, network, device, client, health, aci, remediate, secret, doctor, mcp.fabric-aiops mcp or fabric-aiops-mcp): 37 tools (28 read, 9 write), every one wrapped with the bundled @governed_tool harness.username:password / CVP service-account token / UniFi API key) lives in an encrypted store ~/.fabric-aiops/secrets.enc (Fernet + scrypt) — never plaintext on disk. Unlock with a master password from FABRIC_AIOPS_MASTER_PASSWORD (MCP/CI) or an interactive prompt (CLI).update_device/update_network_vlan restore prior values; claim↔remove; bind↔unbind/rebind). Irreversible ops (reboot_device, blink_device_leds) record the prior state for audit but declare no undo.--dry-run and requires double confirmation; every write MCP tool takes a dry_run preview.| Domain | Tools | Count | R/W |
|---|---|---|---|
| Overview | overview | 1 | read |
| Organizations | org_list, org_get, org_licensing, org_admins, org_device_statuses, org_api_requests | 6 | read |
| Networks | network_list, network_get, network_vlans, network_alerts, network_traffic | 5 | read |
| Devices | device_inventory, device_status, device_uplinks, switch_ports, wireless_ssids | 5 | read |
| Clients | client_list, client_get, client_usage, client_connectivity | 4 | read |
| Health (flagship) | uplink_loss_and_latency_rca, network_health_score, config_template_drift | 3 | read |
| Cisco ACI (APIC only) | aci_endpoint_trace, aci_epg_segment, aci_faults_list | 3 | read |
| Remediation | reboot_device, claim_devices_into_network, remove_device_from_network, bind_network_to_template, unbind_network_from_template | 5 | write (high) |
update_device, update_network_vlan | 2 | write (medium) | |
blink_device_leds | 1 | write (low) | |
| Undo | undo_list | 1 | read |
undo_apply | 1 | write (medium) |
network_health_score and config_template_drift are injected-only (they score data you already hold); uplink_loss_and_latency_rca accepts injected records for offline analysis or pulls live from a configured target. Device models carry a product-type prefix: MX appliance, MS switch, MR wireless AP, MV camera, MG cellular gateway.
One tool, five controller platforms. For the four in the table below the ops/CLI/MCP surface is identical everywhere; each platform maps the canonical operations it supports and raises a teaching error for the rest ("not supported on yet — open an issue or PR"). ACI maps none of these — see Cisco ACI below.
| Canonical operation | meraki | catalyst | cvp | unifi |
|---|---|---|---|---|
overview (org/site/container rollup) | ✅ | ✅ | ✅ | ✅ |
org_list / org_get | ✅ | ✅ sites | ✅ containers | ✅ sites (list; get ❌) |
org_licensing, org_api_requests | ✅ | ❌ | ❌ | ❌ |
org_admins | ✅ | ❌ | ✅ users | ❌ |
org_device_statuses | ✅ | ✅ device-health | ✅ inventory + streaming status | ✅ stat/device (state, uptime, firmware) |
network_list / network_get | ✅ | ✅ site-health / site | ✅ containers | ✅ sites / stat/health (subsystem rollup) |
network_vlans, network_traffic | ✅ | ❌ | ❌ | ❌ |
network_alerts | ✅ | ✅ issues (P1→critical, P2→warning) | ✅ events | ✅ alarms (*_Lost_Contact→critical) |
device_inventory, device_status | ✅ | ✅ network-device | ✅ inventory (+ complianceCode drift signal) | ✅ stat/device (id = device MAC) |
device_uplinks | ✅ | ❌ | ❌ | ❌ |
switch_ports | ✅ | ✅ interface stats (pass the device uuid) | ❌ | ✅ device port_table (pass the device MAC) |
wireless_ssids | ✅ | ❌ | ❌ | ❌ |
client_list / client_get | ✅ | ✅ client-health (aggregate) / client-detail (by MAC) | ❌ | ✅ stat/sta (connected) / stat/user (by MAC) |
client_usage, client_connectivity | ✅ | ❌ | ❌ | ❌ |
uplink_loss_and_latency_rca (live pull) | ✅ | ❌ (injected records still work) | ❌ (injected records still work) | ❌ (injected records still work) |
network_health_score, config_template_drift (injected-only) | ✅ | ✅ | ✅ | ✅ |
reboot_device | ✅ | ❌ teaching error | ❌ teaching error | ✅ cmd/devmgr restart-device |
| The other 7 writes (blink/update/claim/remove/bind/unbind/VLAN) | ✅ | ❌ teaching error | ❌ teaching error | ❌ teaching error |
Concept mapping: canonical *organizations/networks* are Catalyst Center sites, CVP containers, and UniFi sites (the canonical id is the site's short name — the /api/s/{site}/ path segment); all have one global tree, so the org scope does not filter their lists. On unifi, device-scoped calls (device get / switch_ports / reboot) fill the site from the target's default org_id — set it in config.yaml (or the init wizard). Writes are Meraki-only except UniFi device restart — Catalyst Center and CVP change models (task/configlet workflows) don't map cleanly onto these canonical writes, so each write fails fast with a teaching error *before* any controller call (never a silent no-op). CVP config-drift surfaces through device_inventory (complianceCode/complianceIndication per device) and network_alerts (events); configlet-content retrieval and deep pagination on catalyst/cvp/unifi are known deferrals.
ACI has two axes — tenant → VRF → bridge domain → EPG, and pod → node → interface — and neither is an organization → network → device tree. Rather than make every network_id mean something different per call, an aci target answers the canonical tools with a teaching error and gets three read-only ACI-native tools that take ACI references (MAC/IP, tenant/app/EPG names, DNs):
| Tool (CLI) | What it answers |
|---|---|
aci_endpoint_trace (aci trace --mac/--ip) | Where is this endpoint and what carries it: attachment (pod / leaf / interface or vPC) → EPG → bridge domain → VRF → the EPG's contracts → filter entries, plus faults whose DN names the EPG or the attachment interface |
aci_epg_segment (aci segment TENANT APP EPG) | The same EPG → BD → VRF → contracts chain from an EPG name |
aci_faults_list (aci faults) | Fabric faults, worst severity first |
How to read them:
staticPathResolved: true means the fabric is configured to carry the endpoint, not that traffic flows. Nothing is written to the APIC and no troubleshooting session is created.tDn), so cross-tenant links into common are followed; a relation that is not formed is a finding with its state.delegated record mirrors a fault on another object. A cleared fault keeps the description it had when raised.notChecked): vzAny contracts, taboo contracts, imported contract interfaces, preferred-group peers, service graphs / L3Out.Leaf/spine inventory and interface state (fabricNode, topSystem, l1PhysIf) are not in this release — they will be built once real responses for those classes are available, as the ones above were.
| Platform | platform: | Secret stored (encrypted) | Auth on the wire | Base URL |
|---|---|---|---|---|
| Cisco Meraki Dashboard | meraki | API key (Dashboard → Organization → Settings → API access) | Authorization: Bearer (or auth_style: meraki-key → X-Cisco-Meraki-API-Key) | default https://api.meraki.com/api/v1 |
| Cisco Catalyst Center | catalyst | username:password (one string) | exchanged via POST /dna/system/api/v1/auth/token (HTTP Basic) for a ~1 h X-Auth-Token, auto-refreshed once on a 401 | required, e.g. https:// |
| Arista CloudVision Portal | cvp | service-account token (Settings → Access Control → Service Accounts) | Authorization: Bearer | required, e.g. https:// |
| Cisco ACI (APIC) | aci | username:password (one string; a read-only role is enough — every ACI read is a GET, only the login is a POST) | POST /api/aaaLogin.json opens a session carried as a cookie; extended via /api/aaaRefresh.json at half its lifetime; one fresh login on a 401/403 (APIC reports an expired session as 403) | required, e.g. https:// |
| UniFi Network | unifi | API key (UniFi OS: Settings → Control Plane → Integrations; self-hosted Network Server 9.0+) | X-API-KEY (stateless; legacy cookie login is a known deferral) | required — classic controller https:// :8443, or UniFi OS console `https:// /proxy/net
Nur der Anfang wird gezeigt; den Rest findest du im Repo