Poly Glot Ai Workspace MCP Server

Poly-Glot AI Workspace

Seven MCP tools. One multilingual AI workspace.

Search 1,000+ expert prompt templates, build structured prompts in 38 languages, and prepare the same workflow for multiple AI providers — all from your MCP client.

Production remote MCP server with an embedded GUI, server-side entitlements, and Apple-backed subscriptions.

MCP Endpoint

https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp

Transport: Streamable HTTP

Tools

search_templates

Find Poly-Glot prompt templates by keyword, goal, or plan. Results include whether each template is currently locked for the account.

Parameters: query (string), goal (string), plan ("free" | "pro"), limit (1–24, default 12), uiLanguage (string, default "EN")

get_template

Get a template's fields and prompt body. The source prompt body is returned only when the account is entitled to use the template.

Parameters: name (string, required), uiLanguage (string, default "EN")

build_prompt

Fill an entitled Poly-Glot template with user values. First use of a free template starts the 3-day trial. Pro templates require an active Pro subscription.

Parameters: name (string, required), values (object), uiLanguage, inputLanguage, outputLanguage (strings, default "EN")

prepare_compare

Prepare one canonical prompt for 2+ AI providers so the user can compare answers side-by-side. Does not call third-party models on the user's behalf.

Parameters: name (string), prompt (string), values (object), providers (array of "chatgpt" | "claude" | "gemini" | "perplexity" | "grok" | "copilot" | "mistral", min 2), uiLanguage, inputLanguage, outputLanguage

get_language_options

Return the 38 supported Poly-Glot UI, input, and AI output languages. Language selection never changes entitlement.

Parameters: uiLanguage (string, default "EN")

get_subscription_status

Return the current Poly-Glot trial or Pro entitlement state and current pricing.

Parameters: none

open_workspace

Open the interactive Poly-Glot template browser and prompt editor with subscription-aware locked states. In UI-capable MCP hosts (ChatGPT), renders the full embedded GUI inside the conversation.

Parameters: query (string), uiLanguage (string, default "EN")

Features

• 1,022 prompt templates — 25 Free, 997 Pro
• 38 languages — independent UI, input, and output language controls
• Compare Mode — same prompt across ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot, Mistral
• Embedded GUI — interactive workspace widget in ChatGPT and MCP Apps-capable hosts
• 3-day free trial — 25 free templates, no credit card required
• Pro subscriptions — $9.99/month or $79.99/year (Save 33%)
• Server-side entitlements — Apple-backed subscription verification via Neon Postgres

Endpoints

Connect

Add this URL as a remote MCP server in any MCP-compatible client:

https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp

Works with: ChatGPT (with GUI) · Claude · Goose · Cursor · any Streamable HTTP MCP client

Local development

npm install
npm run sync
npm run check
npm start

Local MCP endpoint: http://localhost:8787/mcp

Links

• Website
• Mac App Store
• Hugging Face
• Support