@psyb0t/predictalot
Connect an OpenClaw/MCP agent to a self-hosted predictalot forecasting API (foundation-model time series + tabular ML) over MCP.
Install
openclaw plugins install clawhub:@psyb0t/predictalot@psyb0t/predictalot
An OpenClaw/MCP plugin that connects your agent to a self-hosted predictalot forecasting API over the Model Context Protocol.
predictalot already serves a Streamable-HTTP MCP endpoint at /mcp. This
package is a thin stdio↔HTTP bridge (via
mcp-remote) for MCP clients that
speak local stdio servers — it forwards everything to your running predictalot
instance and authenticates with your bearer token when the server requires one.
predictalot is self-hosted. This plugin does not ship the forecasting engine — it connects to a predictalot server that you run. See the predictalot repo to stand one up.
Tools
The MCP surface mirrors predictalot's foundation-model timeseries API — one
named tool per (forecast type, model) cell across 5 zero-shot forecasters
(chronos-2, timesfm-2.5, moirai-2, toto-1, sundial-base-128m), plus
a per-type weighted ensemble tool and a per-type model-listing tool. Forecast
types: univariate, multivariate, covariates_past, covariates_future,
covariates_both, samples. Tabular ML (train/forecast on your own
engineered features) is HTTP-only and not exposed over MCP.
Configuration
| Env var | Required | Description |
|---|---|---|
PREDICTALOT_URL | yes | Base URL of your running predictalot server, e.g. http://localhost:8080. The bridge appends /mcp. |
PREDICTALOT_AUTH_TOKENS | no | Bearer token — only if the predictalot server was started with PREDICTALOT_AUTH_TOKENS set. |
Install
Install it into your OpenClaw agent from ClawHub:
openclaw plugins install clawhub:@psyb0t/predictalot
Then set PREDICTALOT_URL (and PREDICTALOT_AUTH_TOKENS if your server uses
auth) in the plugin's environment.
Native remote MCP (no install)
If your MCP client already supports remote Streamable-HTTP servers, you
don't need this bridge — point the client straight at
$PREDICTALOT_URL/mcp with an Authorization: Bearer <token> header.
License
MIT. See LICENSE.