v2.1.0 — Perfection Pass II

Your AI Development
Operating System

Manage your Claude identity, plugins, knowledge, and infrastructure from a single dashboard. Built for developers who ship with AI.

Next.js 16React 19SupabasepgvectorMCP ProtocolOAuth 2.1Hybrid ScoringSelf-Learning
Platform Features

Everything You Need

A complete platform for managing your AI developer workflow.

Soul & Identity

Your AI persona, occupation, and core instructions — all in one place.

Plugin System

Plugins with hybrid scoring. Keyword + vector search for precision.

Knowledge Base

Multiple domains of persistent memory that evolves with you.

MCP Tools

Tools across 4 servers. Infrastructure, AI, search — connected.

Enterprise Security

RLS policies, SECURITY DEFINER RPCs, rate limiting, dual auth.

Analytics & Learning

Track usage, token budgets, patterns, and self-learning evolution.

Architecture

How It Works

Three layers working together to give Claude persistent context and tools.

01

MCP Server

30 tools exposed via Model Context Protocol. Runs on your VPS with dual auth.

02

Hybrid Scoring

7-component scoring blends keywords, vectors, categories, and dependencies.

03

Self-Learning

Pattern detection across sessions. The system improves itself over time.

By the Numbers

Built at Scale

30
MCP Tools
38
Plugins
92
Knowledge Cells
92
Migrations

Ready to build?

Connect your Claude to a persistent brain. It takes 2 minutes.