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openapi: 3.2.0
info:
title: RiskModels Billing API
version: 3.0.0-agent
description: 'POST /decompose returns variance shares and ETF hedge ratios for any US equity, separating factor exposure from the residual bet so you can hedge what you don''t want. Daily history to 2000 across ~3,000 US equities.
Precision equity risk intelligence platform with AI agent integration.
**New in v3.0.0-agent:**
- OAuth2 client credentials flow for machine-to-machine auth
- Plaid Investments integration for live portfolio sync
- MCP (Model Context Protocol) server for AI agent tools
- Compliance manifests for AI marketplace integration
- Per-key rate limiting and scoped access control
**Data**: Universe `uni_mc_3000` (top ~3,000 US stocks by market cap), date range 2000 to present (deep panel; stock-specific skill series from ~2001 after warmup), updated daily end-of-day. Model outputs are computed by the ERM3 regression system (Huber/Ridge), with Zarr v2 archives on Google Cloud Storage for research pipelines. The live API reads primarily from Supabase **V3** tables: long-form `security_history` (returns, volatility, L1/L2/L3 hedge ratios and explained-risk metrics), wide latest rows in `security_history_latest`, identity in `symbols`, plus supporting surfaces such as `trading_calendar`, `erm3_landing_chart_cache`, and `macro_factors`. Cross-sectional **rankings** (`GET /rankings/*`) are served from precomputed rank metric keys in `security_history`, not a separate `erm3_rankings` table. Hedge ratios (`*_hr`) are **dollar_ratio** ETF notionals per $1 stock and are distinct from regression **betas** (`l1_mkt_beta`, `l2_sec_beta`, `l3_sub_beta`), which are dimensionless coefficients from the hierarchical L1/L2/L3 regression. Both are exposed under `MetricsV3` and on `security_history_latest`. See `SEMANTIC_ALIASES.md` for the full HR-vs-beta convention.
**Authentication Methods:**
1. Session cookies (web app)
2. API Key/Secret via Bearer token (external integrations)
3. OAuth2 client credentials (AI agents, npm package)
**Security Features:**
- GCP KMS envelope encryption for portfolio data
- Cryptographic shredding on key deletion
- HMAC-SHA256 webhook verification
- Row-level security (RLS) via Supabase
**Pricing**: Per-request billing with prepaid balance. Cached responses are free. Many metered responses include `_agent.cost_usd` in the JSON body; others bill silently — always check the `X-API-Cost-USD` response header when present. Metered operations also expose `x-pricing` (OpenAPI extension) with `capability_id`, `tier` (`baseline` | `premium`), `model`, `cost_usd`, `billing_code`, and optional `min_charge` / per-token fields — aligned with `GET /pricing` and `lib/agent/capabilities.ts`.
**Lineage**: JSON data responses include `_metadata` (model version, data_as_of, factor set) and headers `X-Risk-Model-Version`, `X-Data-As-Of`, `X-Factor-Set-Id`, `X-Universe-Size`. Parquet and CSV bodies omit `_metadata`; use the same `X-Risk-*` headers on the HTTP response.
**Tabular exports (Parquet / CSV):** For bulk historical loads, time-series endpoints accept `format=parquet` or `format=csv`, or (when `format` is omitted) `Accept: application/vnd.apache.parquet` or `Accept: text/csv`. Successful responses use `Content-Type: application/vnd.apache.parquet` or `text/csv; charset=utf-8` and `Content-Disposition: attachment` with a descriptive filename. Each export is a single flat table; column names and types match the per-operation schemas referenced in the response media type descriptions (aligned with JSON row objects or zipped parallel arrays). Parquet is produced via schema inference from the first row (UTF8 strings, DOUBLE floats, INT64 integers, BOOLEAN, TIMESTAMP_MILLIS for JavaScript Date values). CSV uses a header row, comma separators, UTF-8, and RFC 4180-style quoting when needed. Prefer Parquet for typed columnar stacks (pandas, Polars, Arrow); use CSV for spreadsheets and lightweight scripting.'
contact:
name: RiskModels Support
email: service@riskmodels.app
url: https://riskmodels.app
termsOfService: https://riskmodels.app/legal
license:
name: Commercial
url: https://riskmodels.app/legal
servers:
- url: https://riskmodels.app/api
description: Production — all metered endpoints (`/metrics`, `/snapshot`, `/decompose`, `/batch/analyze`, `/portfolio/*`, etc.).
- url: https://riskmodels.app
description: Discovery origin — `/.well-known/*` manifests (`mcp.json`, `ai-plugin.json`, `agentic-disclosure.json`) live at the site origin without the `/api` prefix. Generated clients that hard-code the first server entry must strip `/api` before requesting these paths.
security:
- BearerAuth: []
tags:
- name: Billing
paths:
/estimate:
post:
summary: Estimate request cost
description: Returns predicted cost before a request is made. Free to call, requires authentication. Used by AI agents for pre-flight cost checks.
operationId: estimateCost
tags:
- Billing
x-pricing:
metered: false
cost_usd: 0
note: Pre-flight cost estimate; not deducted from balance.
security:
- BearerAuth: []
- OAuth2AuthorizationCode:
- mcp:read
requestBody:
required: true
content:
application/json:
schema:
type: object
required:
- endpoint
properties:
endpoint:
type: string
example: ticker-returns
description: Target endpoint (ticker-returns, batch-analyze, l3-decomposition, etc.)
params:
type: object
description: Same params as the target endpoint
example:
ticker: AAPL
years: 5
responses:
'200':
description: Cost estimate
content:
application/json:
schema:
$ref: '#/components/schemas/EstimateResponse'
'400':
description: Unknown endpoint or invalid request
'401':
description: Authentication required
content:
application/json:
schema:
$ref: '#/components/schemas/ErrorResponse'
'429':
description: Rate limit exceeded.
headers:
Retry-After:
schema:
type: integer
content:
application/json:
schema:
$ref: '#/components/schemas/RateLimitExceeded'
components:
schemas:
EstimateResponse:
type: object
description: Cost estimate for a request before it is made.
required:
- estimated_cost_usd
- capability
- pricing_model
- note
properties:
estimated_cost_usd:
type: number
format: float
example: 0.008
estimated_tokens:
type: integer
example: 400
estimated_rows:
type: integer
description: Estimated row count for time-series endpoints.
estimated_bytes:
type: integer
description: Estimated response size in bytes.
capability:
type: string
example: ticker-returns
pricing_model:
type: string
enum:
- per_request
- per_position
- per_token
- subscription
unit_cost_usd:
type: number
format: float
min_charge:
type: number
format: float
note:
type: string
example: Actual cost may vary. Cached responses are free.
RateLimitExceeded:
type: object
description: Returned when the per-minute rate limit is exceeded (HTTP 429).
properties:
error:
type: string
enum:
- RATE_LIMIT_EXCEEDED
example: RATE_LIMIT_EXCEEDED
message:
type: string
example: Rate limit exceeded. Retry after 2026-03-08T12:34:56Z
retry_after:
type: string
format: date-time
description: ISO timestamp after which the client may retry.
example: '2026-03-08T12:34:56Z'
limit:
type: integer
description: Requests allowed per minute for this key.
example: 60
ErrorResponse:
type: object
properties:
error:
type: string
description: Machine-readable error code.
example: TICKER_NOT_FOUND
message:
type: string
description: Human-readable error description with suggested action.
example: Ticker 'XYZABC' not found in universe 'uni_mc_3000'. Check ticker spelling or try a different universe.
code:
type: integer
description: HTTP status code.
example: 404
history_starts:
type: string
format: date
description: 'Earliest non-null daily close or return date for the resolved security. Present only when a historical request ends before the security''s own history begins.
'
details:
type: object
properties:
field:
type: string
example: ticker
received:
type: string
example: XYZABC
universe:
type: string
example: uni_mc_3000
suggestion:
type: string
example: Check for typos or use ticker search endpoint
securitySchemes:
BearerAuth:
type: http
scheme: bearer
bearerFormat: rm_agent_{environment}_{random}_{checksum}
description: 'API key in format `rm_agent_{live|test}_{random}_{checksum}` or `rm_user_{random}_{checksum}`. Obtain via `POST /api/auth/provision` or from riskmodels.app/settings → API Keys. Include as: `Authorization: Bearer rm_agent_live_...`
'
OAuth2AuthorizationCode:
type: oauth2
description: 'OAuth 2.0 authorization code flow with PKCE (S256), used by MCP clients (Claude Desktop, Cursor, ChatGPT Developer Mode, Grok) that self-register via `POST /api/oauth/register`. Public clients only — no `client_secret` is issued and `token_endpoint_auth_method` is `none`.
The access token this flow returns **is** an `rm_user_*` API key (1 h TTL, 30 d rotating refresh token), so it authenticates every `BearerAuth` operation below, not just `/api/mcp/sse`. Scope is currently informational: the API records the presented scope for telemetry but authorises by key validity and account balance, not by scope.
Discovery metadata: `/.well-known/oauth-authorization-server`.
'
flows:
authorizationCode:
authorizationUrl: https://riskmodels.app/oauth/authorize
tokenUrl: https://riskmodels.app/api/oauth/token
refreshUrl: https://riskmodels.app/api/oauth/token
scopes:
mcp:read: Read access to risk analytics (the only scope the authorization server advertises)