VibeUsage
Get your UsageStats

Adapter registry cockpit

Provider status board

Find your tool, read its honest label, run one command. Every source VibeTRACKER can track is listed below, including the ones that are only planned.

Vibers Unitec0vibe.app
registry@vibetrackertruth labels
+------------------------------------------------+
| VTRK://PROVIDER-REGISTRY/LOCAL-FIRST           |
|------------------------------------------------|
| mapped   156      built   36       verified 6     |
| proxy    8        manual  32       planned  80    |
|------------------------------------------------|
| labels are product truth, not marketing copy    |
| planned means mapped, not secretly built        |
+------------------------------------------------+
directory@registry76 READY · 156 MAPPED
CREATOR CONNECTION BAY6 reviewed local lanes
lifetime image totalofficial /info · no cookie
npx vibetrack import midjourney --images <lifetime-images>
completed image generationsproduction feed · API-token wallet
npx vibetrack connect leonardo
music operations ledgerread-only OAuth · upstream spend deduped
npx vibetrack connect cynaps3
settled song generationssession feed · approximate credits
npx vibetrack connect suno
generated music feedsession feed · approximate credits
npx vibetrack connect udio
organization credit usageendpoint-attested ledger
npx vibetrack connect runway

1–12 of 156 matches

coverage-first sort
rows
Provider coverage directory
providercoveragedomain / categoriestracking pathnext action
Claude Codeclaude-codebuilt · verifiedai · coding · llm~/.claude/**/*.jsonl (live)
fal.aifalaibuilt · verifiedai · image · video · audio +2/v1/models/usage (USD)
Higgsfieldhiggsfieldbuilt · verifiedai · image · video · audio +1MCP transactions/balance (live)
Replicatereplicatebuilt · verifiedai · video · image · audio +1/v1/predictions, per-GPU-sec
Runwayrunwaybuilt · verifiedai · video · image · audio +1/v1/organization/usage
sunoapi.orgsunoapibuilt · verifiedai · music/api/v1/generate/credit balance (USD via creditUsd)
Adobe Firefly / Photoshop genadobe-fireflybuilt · approximateai · imageFirefly generative credits ⚠
Aleph Alphaaleph-alphabuilt · approximateai · llmEuropean usage API ⚠ (+ manual import)
Anthropic APIanthropicbuilt · approximateai · llmCost Report Admin API ⚠
Antigravityantigravitybuilt · approximateai · codinglocal session logs ⚠ verify path
Augment Codeaugmentbuilt · approximateai · codingextension logs ⚠ verify path
Browserbasebrowserbasebuilt · approximateai · othersessions/usage ⚠
COVERAGE READOUT / WHY LABELS DIFFER

Start with 6 endpoint-verified rails. Treat 70 more as usable with caveats.

Verified rails have produced endpoint-attested records. Caveated rails can still collect usage through approximate adapters, local proxies, or explicit manual entries.

49% usable
TRUST VECTORV 6 // C 70 // P 80

8% of usable paths are endpoint-verified.

USABLE WITH CAVEATS70

30 approximate // 8 proxy // 32 manual

UNBUILT GAP80 planned

Mapped for discovery and contribution; never presented as working coverage.

NEXT INSPECTIONInspect endpoint-verified rails first when evidence confidence matters most.
Read the five coverage labels
  • built · verifiedShips in the CLI and has produced endpoint-attested records.
  • built · approximateShips and works, but totals may drift until endpoint verification is complete.
  • proxy-readyCaptured through a local proxy or log path; no dedicated provider adapter is required.
  • manualTracked with an explicit local command, including amortized subscriptions.
  • plannedMapped in the registry, but not built. No hidden or implied coverage.
> show scan theatre (visual only, makes no calls)
VTK://PROVIDER-SURPRISE-DIRECTOR//VISUAL-ONLY//NO-HIDDEN-UPLOADProvider surprise director

A registry-authored showrun for the scan: Higgsfield turns, Codex flips, local sonar blooms, regional meshes light up, and C0VIBE gets the final review flash.

01provider-authUSAGE
Higgsfield prismnpx vibetrack connect higgsfield

The HF mark turns on the first MCP balance ping, then waits for validated ledger rows.

usage/profile feed after validated rowsUsage only after validated records.
HF
T+0.42sT+0.42s HF TURN // USAGE
02trust-sidecarNOT USAGE
Codex/GitHub orbitnpx vibetrack trust list

The Codex cube appears after local dev traces, but it is stamped NOT USAGE.

trust profile only; NOT USAGETrust/social context is NOT USAGE.
CXCCGH
T+1.09sT+1.09s CX CUBE // NOT USAGE
03local-reviewNOT USAGE
Local lab sonarnpx vibetrack detect

Ollama, LM Studio, and ComfyUI pulse as a loopback sonar before anything can publish.

local preview only; no public feedLocal-only until reviewed publish.
OLLMCU
T+1.76sT+1.76s LAN PING // NOT USAGE
04usage-meshUSAGE
Regional meshnpx vibetrack providers --all

Chinese and European provider marks light as their own mesh instead of being hidden under generic LLM.

usage/profile feed after validated rowsBuilt approximate stays labelled.
QWDBMIAA
T+2.43sT+2.43s MESH // USAGE
05manual-ledgerMANUAL
Creator ledgernpx vibetrack import midjourney --images <lifetime-images> --usd <lifetime-spend>

Closed creator tools get their own ledger flash so subscription context is useful without fake API proof.

manual context; clearly labelledManual is never fake API usage.
MJCAADCP
T+3.10sT+3.10s MANUAL // MANUAL
06redact-relayPUBLISH
C0VIBE relaynpx vibetrack upload --dry-run && npx vibetrack upload

The last flash is the motto: Vibers Unite. The profile updates only after redaction and consent.

public relay only after redactionPublish is opt-in and redacted.
C0
T+3.77sT+3.77s UNITE // PUBLISH
contributors@registry80 PLANNED

Planned means mapped with a scaffold ready, not secretly built. Pick one and make it real.

npx vibetrack adapter scaffold <provider>