What the BRAWLER AI MCP server Can and Cannot Do

A compatible client can use the BRAWLER AI MCP server as a structured way to work with your training journal. It is live for paid subscribers through direct connector setup. Directory listing and marketplace approval are still pending, and direct availability does not establish an official client support claim.

What it can do

Read your training history

The server can read journal context across sessions, techniques, sparring rounds, and partners. That lets a client work from the training you recorded instead of relying only on what you restate in the current conversation.

The value is continuity. You can ask about recurring positions, technique themes, round patterns, or partner context across your history. The source remains your BRAWLER AI journal.

Analyze and synthesize

A client can use that history to summarize patterns, compare parts of your training, and help form questions for the next session. It can connect details spread across multiple journal entries and present them in ordinary jiu-jitsu language.

Analysis is still interpretation. A confident sentence from a model is not the same as a fact recorded in your journal, and it is not a substitute for feedback from your coach.

Make staged writes with confirmation

A small set of writes can be staged through the server. These actions require explicit confirmation before they are applied. The confirmation step is there so a conversational suggestion does not silently become part of your training record.

Cannot and Not Yet

The server is live for paid subscribers through direct connector setup. It is not listed in any directory, marketplace approval is still pending, and official support for any specific client is not yet claimed.

The exact tool inventory is deliberately not stated here until it is verified against the live production server. Paid-tier behavior is also deliberately not stated until entitlement checks are completed with the relevant account states.

The server does not turn journal data into certainty. It cannot observe what happened on the mat unless you recorded it. It cannot verify that a technique was performed correctly, diagnose an injury, or replace your coach's direct judgment.

Exact tool inventory

The live tool surface was verified against the committed public snapshot on 2026-07-24: 58 tools, with zero drift between the published description of each tool and what the live server reports. The surface covers reading your journal history, sparring analytics, goals and weekly focus tracking, partner insights, and staged journal writes that always require an explicit confirmation step before anything is saved.

Paid entitlement behavior

Access requires an active paid BRAWLER AI subscription. The BRAWLER AI MCP server is live for paid subscribers through direct connector setup. Directory listing and marketplace approval are still pending. A free account signing in during setup sees an upgrade notice instead of an approval screen, and no connection is established until the subscription is active.