kyle-visner/stellarjay

Overview

Safe write access for AI agents. An append-only business fact store with an MCP server: every change is kept, attributed to the agent that made it, and can be undone.

Best for

Best for
Teams needing auditable, reversible write access for AI agents

Use cases

• Give AI agents a durable, auditable fact store
• Track and undo agent-made changes to business data
• Attribute each write to the responsible agent

How to use

Install

go install github.com/kyle-visner/stellarjay/cmd/stellarjay-mcp@latest

Tested with

Claude Code, Cursor, ChatGPT

Notes

Safe write access for AI agents. An append-only business fact store with an MCP server: every change is kept, attributed to the agent that made it, and can be undone.

9 stars on GitHub. Last updated 2026-10-07. Licensed AGPL-3.0.

Use cases

• Give AI agents a durable, auditable fact store
• Track and undo agent-made changes to business data
• Attribute each write to the responsible agent

Pros

• Append-only design preserves full change history
• Every change is attributed to the agent that made it
• Changes can be undone

Cons

• Append-only model means data grows indefinitely
• Small project (9 stars) with limited community
• No in-place updates, only new appended facts

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.