Frisky Developments Command Layer

Boutique AI systems with a memory spine.

A premium operator deck for Frisky Developments: fifteen specialist agents, one shared memory layer, and a deployable MCP surface for ChatGPT, Codex, and the next AI workers.

Open operator deck Memory status

FRISKY DEVELOPMENTS CORE LIVE

Director Fenrir Codex ClipsFlow Brand

Memory Unified

15 Operators MCP Endpoint Mongo Ready

Frisky Developments Architecture

Specialists route through one memory spine.

Cyberpunk clarity without dashboard clutter: every operator, model surface, deployment lane, and memory write lands in a shared control plane.

AI Agents MCP Memory Cloud Run

ChatGPT
front door

Codex
builder

Frisky MCP
tools + UI

15 specialists
operator deck

Mongo memory
all agents

Cloud Run
https endpoint

Cloud Integration Layer

One live Frisky surface to turn ideas into running tools.

The accelerated Frisky builder ecosystem: one cloud-callable specialist layer for ChatGPT, Codex, Cursor, Antigravity, CLI runners, GPT Actions, Supabase Edge Functions, Neon-backed agents, Telegram bots, and server automations.

Open Integration Hub Copy MCP Config Import GPT Action

MCP endpoint

Remote MCP

Use this for ChatGPT Developer Mode and MCP-capable agent clients.

https://mcp.friskydev.com/mcp

GPT Actions

OpenAPI import

Import this schema in GPT Builder, then use bearer auth for live specialist calls.

/openapi.json

REST action

Consult Specialist

Server tools can call Frisky specialists directly with a Frisky OAuth token or bot token.

POST /consult_specialist

CLI

Terminal runner

Install the shell CLI on local machines, CI, or Coolify dev containers.

/frisky-mcp-cli.sh

Agent clients

Codex, Cursor, Antigravity

Use remote MCP configs for coding sessions, reviews, planning, and turning rough ideas into executable work.

Codex Cursor Antigravity

Backend agents

Neon + Supabase

Keep database work server-side and call Frisky specialists from Edge Functions or agent jobs.

Bearer $FRISKY_BOT_API_TOKEN

Secrets + dev

Infisical + Coolify

Infisical stays the vault. Coolify dev receives runtime tokens without putting secrets in browsers or GPT instructions.

vault -> runtime env -> MCP server

Frisky operators wired through one MCP surface

Consult

Live model call

In-chat visual cards are experimental. If the console does not appear in your ChatGPT client, use text commands: Consult Frisky Director: prioritize today's beta work Consult Frisky Launch Strategy: build a beta rollout checklist Consult Frisky Codex Engineer: review deployment risk