SEICHE
Free public data · no key for eight MCP tools

Put the live funding-stress regime inside your agent.

One hosted MCP URL gives an agent the conclusion, the precedent, the freshness of the evidence, and compact oil/FX/material transmission context. Eight tools are public; five additional tools appear with a bearer token. The historical diagnostic always carries its served status plus validated-backtest and real-money eligibility flags. Or use REST when you only need JSON.

checking the public API…
Claude Code · one command

Connect the hosted MCP

No package or API key. This installs the endpoint for your current Claude Code scope.

claude mcp add --transport http seiche https://api.seiche.info/mcp
Any URL-capable MCP client

Use the standard config

Clients that accept remote servers need only the URL. The server is stateless streamable HTTP.

{ "mcpServers": { "seiche": { "url": "https://api.seiche.info/mcp" } } }
REST · smallest assembled read

Fetch the gauge

A compact current contract for dashboards, alerts and risk pipelines. It is assembled from the board and can be slower on a cold rebuild; treat timeout or error as unavailable, never as calm.

curl --max-time 30 https://api.seiche.info/api/gauge
REST · market-pack scope

Inspect the v2 coverage receipt

Snapshot captured 9 August 2026 at 14:36 UTC: 10 packs, 87,000 canonical observations across 28 role series and 220 forward validation records. US-USD is VALIDATING, 9 packs are REFERENCE, none is SUPPORTED or evidence-eligible, and Global Tide is UNAVAILABLE. Query the endpoint for the current accrued count.

curl https://api.seiche.info/api/v2/coverage curl https://api.seiche.info/api/v2/global/tide
REST · cross-market context

Trace upstream cash pressure

Chartless Oil × Funding includes Ballast's bounded WTI/Henry Hub cash-displacement ledger plus live Cushing and Brent−WTI observations separated from dated capacity and chokepoint references; Estuary adds FX/material pathways. Observations, derivations, holdout evidence and scenarios stay separate.

curl https://api.seiche.info/api/oil-funding curl https://api.seiche.info/api/estuary
Live proof · not a canned demo

Call the first MCP tool

Runs funding_stress_now against production and prints the structured result.

Ready.
OpenAI Responses API · remote MCP

Ground a response in Seiche

The public tools are read-only, so this example allows their calls without a second approval round.

curl https://api.openai.com/v1/responses \ -H "Authorization: Bearer $OPENAI_API_KEY" \ -H "Content-Type: application/json" \ -d '{"model":"gpt-5.6","tools":[{"type":"mcp","server_label":"seiche","server_url":"https://api.seiche.info/mcp","require_approval":"never"}],"input":"What does the current funding-stress gauge say, and how fresh is the evidence?"}'
ChatGPT · custom MCP app

Add the remote endpoint

On an eligible ChatGPT workspace, enable Developer mode, open Settings → Apps → Create, paste the MCP URL, then scan and review the eight public tools before creating the app.

8 + 5 MCP tools8 public; 5 bearer-token
87,000 observations28 canonical role series at the dated snapshot
0 validated backtestsconstruction-PIT status, hits, misses and flags travel together
Choose the right altitude

One lab, three different questions.

Every surface is research data, not investment advice. Missing evidence is stated rather than converted into a calm reading. Methodology · Skeptic pack · Integration help