Plexus REST API

Use raw curl and jq management API calls only as a fallback. Do not assume local filesystem access to the Plexus data store when a management endpoint exists.

CLI Preference

Strongly prefer the plexus-cli skill. Before using any REST command, check whether either CLI invocation is available:

bun run plexuscli --help >/dev/null 2>&1 || command -v plexuscli >/dev/null 2>&1

If that succeeds, load and use plexus-cli instead of this skill. The CLI discovers the server's OpenAPI contract and provides safer operation handling. Use this REST fallback only when neither CLI invocation is available, or when the CLI deliberately excludes the required operation, such as SSE streaming.

First Steps

1. Require a base URL. Prefer PLEXUS_STAGING_URL; if absent, ask the user for the Plexus URL and do not proceed until provided.
2. Require an admin key. All admin requests need x-admin-key; prefer PLEXUS_STAGING_ADMIN_KEY. If absent, ask the user for it and do not proceed with admin calls until provided.
3. Verify access before making changes:

curl -fsS "$PLEXUS_STAGING_URL/v0/management/auth/verify" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" | jq .

4. For read operations, use GET first and summarize findings. For write/delete/restore operations, inspect current state first and explain the intended change before issuing the mutating request.

Use this short helper pattern in the shell when running several commands interactively:

: "${PLEXUS_STAGING_URL:?Set PLEXUS_STAGING_URL}"
: "${PLEXUS_STAGING_ADMIN_KEY:?Set PLEXUS_STAGING_ADMIN_KEY}"

curl -fsS "$PLEXUS_STAGING_URL/v0/management/providers" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" | jq .

Safety Rules

• Never print, paste, or summarize full secrets unless the user explicitly asks. GET /v0/management/keys returns decrypted inference key secrets; redact them by default with jq.
• Treat DELETE, restore, log reset, and backup export files as sensitive operations. Confirm intent if the user did not clearly request the destructive action.
• Prefer PATCH for partial changes and PUT only for complete replacement or creation.
• For slugs or names containing /, quote the URL and encode path segments when needed. The backend supports wildcard routes for provider and alias IDs that contain slashes.
• If an endpoint returns validation details, report the exact field errors and stop instead of retrying with guessed payloads.

Common Command Patterns

Usage Summary For Totals

Prefer the summary endpoint whenever the user wants totals, rollups, dashboards, or time-window aggregates. It performs aggregation server-side and avoids undercounting that can happen if you inspect only the first page of raw usage rows.

curl -fsS "$PLEXUS_STAGING_URL/v0/management/usage/summary?range=week" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" | jq .

Use range=hour|day|week|month, or range=custom&startDate=...&endDate=... when the user needs a specific window.

Pretty Read

Use raw usage reads for request-level inspection, spot checks, and debugging individual calls.

curl -fsS "$PLEXUS_STAGING_URL/v0/management/usage?limit=20&sortDir=desc" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" | jq .

Redacted Key Listing

curl -fsS "$PLEXUS_STAGING_URL/v0/management/keys" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" \
  | jq 'with_entries(.value.secret = "<redacted>")'

JSON Write

curl -fsS -X PATCH "$PLEXUS_STAGING_URL/v0/management/config/failover" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" \
  -H "content-type: application/json" \
  --data '{"enabled":true}' | jq .

Save Payload From Existing State

Use this when making a precise edit to a larger object. Review the generated payload before sending it.

curl -fsS "$PLEXUS_STAGING_URL/v0/management/aliases" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" \
  | jq '."my-alias" | .target_groups[0].targets += [{"provider":"openai","model":"gpt-4o-mini"}]'

Task Workflows

Review Request Logs

• If the user wants totals, trends, token rollups, latency aggregates, dashboard numbers, or anything phrased as "how much" over a time window, start with GET /v0/management/usage/summary instead of paging through raw usage rows.
• Use range=hour|day|week|month, or range=custom&startDate=...&endDate=... for exact windows.
• Start with GET /v0/management/usage only when the task is request-level inspection, forensics, or debugging specific calls. Use limit, sortDir=desc, and targeted filters such as requestId, apiKey, provider, incomingModelAlias, responseStatus, or duration bounds.
• Use fields to reduce noise, for example fields=requestId,date,apiKey,provider,incomingModelAlias,responseStatus,durationMs,costTotal.
• For error investigation, also check GET /v0/management/errors?limit=... and debug logs if enabled.

Review Or Toggle Debug Tracing

• Check state with GET /v0/management/debug.
• Debug target state is in-memory only; it resets on process restart except for DEBUG=true startup global capture.
• Enable globally with PATCH /v0/management/debug and {"enabled":true}.
• Set inclusive capture targets with PATCH /v0/management/debug and any of keys, aliases, or providers, for example {"enabled":false,"keys":["mobile-app"],"aliases":["gpt-4o-mini"],"providers":["openai"]}.
• Capture is inclusive: a request is recorded when any enabled dimension matches the request key, canonical model alias, selected provider, or global flag. Setting providers does not filter out global/key/alias capture.
• Clear a target list by sending null or [], for example {"providers":null}.
• Disable with PATCH /v0/management/debug and {"enabled":false}.
• List captures with GET /v0/management/debug/logs?limit=50.
• Fetch a full trace with GET /v0/management/debug/logs/{requestId}.

The list response is a newest-first JSON array containing only requestId, createdAt, and responseStatus. Use its request ID to fetch the detail:

REQUEST_ID=$(
  curl -fsS "$PLEXUS_STAGING_URL/v0/management/debug/logs?limit=1" \
    -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" | jq -r '.[0].requestId'
)

curl -fsS "$PLEXUS_STAGING_URL/v0/management/debug/logs/$REQUEST_ID" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" | jq .

Annotated Debug Trace Example

The detail endpoint returns payloads and headers as JSON-encoded strings, not nested JSON values. This illustrative Chat Completions trace has the exact outer response shape:

{
  "requestId": "018f2f89-6f43-7f4d-a714-93d35e35b8a1",
  "createdAt": 1784217600123,
  "rawRequest": "{\"model\":\"support\",\"messages\":[{\"role\":\"user\",\"content\":\"Hello\"}],\"stream\":true}",
  "transformedRequest": "{\"model\":\"gpt-4.1-mini\",\"messages\":[{\"role\":\"user\",\"content\":\"Hello\"}],\"stream\":true}",
  "rawResponse": "data: {\"id\":\"chatcmpl_upstream\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"Hi\"}}]}\n\ndata: {\"id\":\"chatcmpl_upstream\",\"choices\":[{\"index\":0,\"delta\":{},\"finish_reason\":\"stop\"}],\"usage\":{\"prompt_tokens\":8,\"completion_tokens\":1,\"total_tokens\":9}}\n\ndata: [DONE]\n\n",
  "transformedResponse": "data: {\"id\":\"chatcmpl_upstream\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"Hi\"}}]}\n\ndata: {\"id\":\"chatcmpl_upstream\",\"choices\":[{\"index\":0,\"delta\":{},\"finish_reason\":\"stop\"}],\"usage\":{\"prompt_tokens\":8,\"completion_tokens\":1,\"total_tokens\":9}}\n\ndata: [DONE]\n\n",
  "rawResponseSnapshot": "{\"id\":\"chatcmpl_upstream\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"Hi\"},\"finish_reason\":\"stop\"}],\"usage\":{\"prompt_tokens\":8,\"completion_tokens\":1,\"total_tokens\":9}}",
  "transformedResponseSnapshot": "{\"id\":\"chatcmpl_upstream\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"Hi\"},\"finish_reason\":\"stop\"}],\"usage\":{\"prompt_tokens\":8,\"completion_tokens\":1,\"total_tokens\":9}}",
  "requestHeaders": "{\"authorization\":\"Bearer sk-v...-key\",\"content-type\":\"application/json\"}",
  "responseHeaders": "{\"content-type\":\"text/event-stream\",\"x-request-id\":\"upstream-request-id\"}",
  "responseStatus": 200
}

• createdAt is Unix epoch milliseconds; render it with jq -r '.createdAt / 1000 | todateiso8601'.
• rawRequest is the client-facing request body. transformedRequest is the provider-facing body after alias resolution and adapters, so compare these first when debugging request transformation.
• rawResponse is the exact captured upstream body. transformedResponse is the exact body returned after Plexus transformation. Streaming bodies remain SSE text and may end with [DONE].
• rawResponseSnapshot and transformedResponseSnapshot are best-effort reconstructed final objects used for inspection and usage extraction. Prefer the corresponding exact response field when ordering, malformed chunks, comments, or wire formatting matter.
• Any unavailable stage is null. Response capture is capped at 10 MiB and appends [DEBUG OUTPUT TRUNCATED - Exceeded 10MB limit] when exceeded.
• The detail response does not expose the captured key, provider, or model alias. Correlate by requestId with GET /v0/management/usage?requestId=... when those routing fields matter.
• Sensitive request headers are masked before capture, but request/response bodies and nonstandard headers can still contain customer data or secrets. Do not paste a full trace into chat; extract and redact only the fields needed.

Decode JSON-valued strings while leaving SSE/plain-text bodies unchanged:

curl -fsS "$PLEXUS_STAGING_URL/v0/management/debug/logs/$REQUEST_ID" \
  -H "x-admin-key: $PLEXUS_STAGING_ADMIN_KEY" \
  | jq 'reduce ["rawRequest", "transformedRequest", "rawResponse", "transformedResponse", "rawResponseSnapshot", "transformedResponseSnapshot", "requestHeaders", "responseHeaders"][] as $field (.; .[$field] |= (. as $value | try fromjson catch $value))'

Manage Providers And Model Targets

• List providers: GET /v0/management/providers.
• Create or replace provider: PUT /v0/management/providers/{slug} with a full ProviderConfig.
• Partially update provider: PATCH /v0/management/providers/{slug}.
• Delete provider: DELETE /v0/management/providers/{slug}. Use ?cascade=true only when the user wants alias targets referencing that provider removed too.
• Fetch upstream models for setup: POST /v0/management/providers/fetch-models with {"url":"https://.../v1/models","apiKey":"..."}.
• Check provider quota checker status and balances with GET /v0/management/quota-checkers, GET /v0/management/quotas, and GET /v0/management/quotas/{checkerId}.
• Raw provider access is configured with raw_passthrough: { enabled, base_url, auth }, where auth is bearer, x-api-key, or x-goog-api-key. It is supported for static API-key providers and exposes /raw/{provider}/* without model routing, failover, adapters, or payload transformation.
• Treat raw enablement as high-impact: inspect the provider and relevant key policies first. A caller also needs allowRawPassthrough: true, and its provider allow/deny lists still apply.

Manage Model Aliases And Targets

• List aliases: GET /v0/management/aliases.
• Create or replace alias: PUT /v0/management/aliases/{slug} with a full alias config containing target_groups.
• Partially update alias: PATCH /v0/management/aliases/{slug}.
• Delete one alias: DELETE /v0/management/models/{aliasId}. This is verified in backend code and may differ from generated OpenAPI docs.
• Delete all aliases: DELETE /v0/management/models. Treat this as destructive.
• Alias target groups are ordered. The dispatcher exhausts healthy targets in earlier groups before later groups, so preserve group order when editing.

Manage Inference Keys

• List keys: GET /v0/management/keys, redacted by default.
• Create or replace key: PUT /v0/management/keys/{name} with secret and optional comment, allowedProviders, excludedProviders, allowedModels, excludedModels, allowedIps, allowRawPassthrough, and quota.
• Omit quota for unrestricted keys; do not send quota: null because the current write schema accepts only strings when the field is present.
• Network restrictions are managed per inference key with allowedIps CIDR/IP entries, not through a separate network endpoint.
• allowRawPassthrough: true is provider-wide for every raw-enabled provider permitted by the key's provider policy. Model allow/deny lists do not constrain raw requests.
• Delete key: DELETE /v0/management/keys/{name}. Usage history remains attached to the key name, but future requests with that key fail.

Manage User Quotas Applied To Inference Keys

• List definitions: GET /v0/management/user-quotas.
• Get one: GET /v0/management/user-quotas/{name}.
• Create or replace: PUT /v0/management/user-quotas/{name}.
• Patch: PATCH /v0/management/user-quotas/{name}.
• Delete: DELETE /v0/management/user-quotas/{name}. A 409 means a key still references the quota; remove the key assignment first.
• Assign a quota to a key by updating the key config with quota: "quota_name".
• If GET /v0/management/quota/status/{key} returns 404 but GET /v0/management/keys shows the key exists, report an API/runtime consistency issue instead of assuming the key is missing.

Manage MCP Gateway

• List servers: GET /v0/management/mcp-servers.
• Create or replace server: PUT /v0/management/mcp-servers/{serverName} with upstream_url, enabled, and optional headers.
• Delete server: DELETE /v0/management/mcp-servers/{serverName}.
• Review MCP proxy traffic: GET /v0/management/mcp-logs?limit=20, optionally serverName=... or apiKey=....
• Delete MCP logs only when explicitly requested: DELETE /v0/management/mcp-logs?olderThanDays=N or DELETE /v0/management/mcp-logs/{requestId}.

Manage General Settings

• Read all settings: GET /v0/management/system-settings.
• Bulk upsert settings: PATCH /v0/management/system-settings.
• Prefer dedicated endpoints when available: /config/failover, /config/exploration-rate, /config/background-exploration, /config/cooldown, /config/timeout, /config/stall, /config/vision-fallthrough, /config/status.
• Runtime logging level is managed at /v0/management/logging/level; PUT changes it until restart and DELETE resets it to startup default.

Backup, Restore, And System Logs

• Config backup: GET /v0/management/backup > plexus-config-backup.json.
• Full backup: GET /v0/management/backup?full=true > plexus-full-backup.tar.gz.
• Restore config JSON: POST /v0/management/restore with content-type: application/json and --data-binary @file.json.
• Restore full backup: POST /v0/management/restore with content-type: application/gzip and --data-binary @file.tar.gz.
• Stream system logs with GET /v0/system/logs/stream; for more verbose logs, temporarily set runtime log level first.

Reference Files

When exact endpoints or payload shapes matter, consult the endpoint map first.

To load the endpoint map, check for the local copy first. If found, read it directly; if absent, download it:

local: .agents/skills/plexus-rest-api/references/endpoint-map.md fallback with curl: "https://raw.githubusercontent.com/mcowger/plexus/refs/heads/main/.agents/skills/plexus-rest-api/references/endpoint-map.md"