Blankstate MCP server — protocol sensing, validation, Programmatic Dive, and Stage tools
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# blankstate-mcp **Protocol-based sensing and validation for autonomous AI agents.** PyPI: `[blankstate-mcp](https://pypi.org/project/blankstate-mcp/)` · import package: `blankstate_mcp` The Blankstate MCP Server exposes Blankstate measurement, **Programmatic Dive**, and **Stage / World** authoring as MCP tools. It lets any MCP-compatible agent (Cursor, Claude Desktop, and others) sense interactions against Blankstate Protocols, validate actions before executing them, run a Stage dive (`open` → `act` → `status` → `close`), author a Stage, run and read its Worlds, and check quota status. Protocols are **universal sensors** — the same protocol measures any content modality: conversations, commands, documents, agent actions. The measurement engine determines signal, not the input type. ## Features - **Twenty-three MCP tools** - Sense: `bks_sense`, `bks_validate`, `bks_status` - Dive: `bks_dive_open`, `bks_dive_act`, `bks_dive_status`, `bks_dive_close` - Stages: `bks_stage_list`, `bks_stage_create`, `bks_stage_get`, `bks_stage_edit`, `bks_stage_check`, `bks_stage_estimate`, `bks_stage_run`, `bks_stage_versions`, `bks_stage_restore`, `bks_stage_variant` - Worlds: `bks_world_list`, `bks_world_get`, `bks_world_set`, `bks_world_review`, `bks_world_rename`, `bks_world_delete` - **Token-only boot**: `python -m blankstate_mcp` with only `BLANKSTATE_API_TOKEN` — Dive tools work without protocols - **Optional Stage default**: Atlas copies `BLANKSTATE_STAGE_ID` into MCP env. `bks_dive_open` uses it when you omit `stage_id` - **Protocol and Metric support**: Sense against a single Protocol or a Metric that aggregates multiple Protocols with weights - **SGM 1.0 and 1.5**: Full output for both engine versions (resonance, evidence, and extended analysis in v1.5) - **Three modes**: `block` (reject action), `feedback` (allow + suggest), `audit` (log only) - **Drop-in integration**: Works with any MCP-compatible agent ## Quick Start ### 1. Get an API Token Sign up at […
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