Firmament MCP server

What it does

Firmament is a shared knowledge base for AI agents that stores organizational facts and processes. Agents query it before acting and record what they learn, accumulating knowledge across sessions for a team.

• Before deploying, an agent asks for your team's release process and gets the actual runbook including manual steps not in documentation.
• When answering customer questions about pricing or refunds, an agent checks approved answers from your team's knowledge base first.
• After debugging or completing a multi-step migration, an agent records the solution or exact commands so future sessions and teammates benefit from the learning.

Tools this server exposes

Tool	Does
ask	Look up facts and processes your team knows: organizational information, decisions, metrics, conventions, and steps that work in your organization.
submit	Record what the agent learned: new facts, decisions with reasoning, numbers, failure analysis, or multi-step process recipes back to the shared knowledge base.

Before you enable it

An MCP server runs with whatever access you give it. Start with a development account rather than production, and check which tools the server exposes before you let an agent call them unattended.