futuresearch-python

Use when the user wants forecasts (probabilities, dates, numbers, odds) or dataset research at scale via FutureSearch.

Deploy the FutureSearch MCP server to staging or production on GKE. Use when the user wants to deploy, redeploy, roll back, scale replicas, or check deployment status. Triggers on deploy, redeploy, staging, production, rollout, scale, replicas.

Bump the FutureSearch SDK version across all files. Use when releasing a new SDK version, updating version numbers, or the user says bump version, release, version bump.

Run the FutureSearch HTTP MCP server locally with Docker Compose and optionally expose it via Cloudflare tunnel. Use when starting/stopping the local MCP server, debugging startup issues, connecting Claude.ai or Claude Desktop to a local instance, or checking server logs. Triggers on mcp local, mcp server, run mcp, mcp docker, mcp tunnel, cloudflare tunnel, mcp logs.