Poly-Glot AI Workspace MCP server

Poly-Glot AI Workspace

Multilingual MCP tool platform: 1,000+ prompt templates · 35 languages · Compare Mode · BYOM · Embedded GUI

Remote MCP server with an embedded MCP Apps / ChatGPT Apps SDK GUI, server-side entitlements, Apple-backed subscriptions, and Bring Your Own Model (BYOM) support.

MCP Endpoint

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

Transport: Streamable HTTP · Distribution: Hosted remote MCP (no local package installation required)

Tools (15)

getlanguageoptions

Return the supported Poly-Glot UI, input, and AI output languages. Language selection never changes entitlement and does not start the trial.

Parameters: uiLanguage (string, default "EN") · Read-only · Does not consume a send

getsubscriptionstatus

Return the current Poly-Glot entitlement state, trial status, daily free send allowance, feature locks, and pricing. This is the authoritative MCP-facing explanation of the user's access. Does not start the trial.

Parameters: none · Read-only · Does not consume a send

open_workspace

Open the interactive Poly-Glot template browser and prompt editor with subscription-aware locked states. Browsing does not start the trial or consume a send.

Parameters: query (string), uiLanguage (string, default "EN") · Read-only · Does not consume a send

search_templates

Find Poly-Glot prompt templates by keyword, goal, or plan. Results include whether each template is currently locked for the account. Searching does not start the trial or consume a send.

Parameters: query (string), goal (string), plan ("free" | "pro"), limit (1–24, default 12), uiLanguage (string, default "EN") · Read-only · Does not consume a send

get_template

Get a template's fields and prompt body. The source prompt body is returned only when the account is entitled. Opening a template does not start the trial or consume a send.

Parameters: name (string, required), uiLanguage (string, default "EN") · Read-only · Does not consume a send

build_prompt

Fill and Send an entitled Poly-Glot template. This is a Send action: it starts the 3-day free trial on first use if the user has not sent before. Pro templates require an active trial or Pro subscription.

Parameters: name (string, required), values (object), uiLanguage, inputLanguage, outputLanguage (strings, default "EN") · Send action · Consumes a send · Starts trial on first use

prepare_compare

Prepare one canonical prompt for 2+ AI providers so the user can compare answers side-by-side. This is a Send action: it starts the 3-day free trial on first use. Compare Mode requires an active trial or Pro subscription. 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 · Send action · Consumes a send · Starts trial on first use

getcustommodel_capabilities

Return supported BYOM adapter modes, credential policy, network restrictions, and notes about localhost access.

Parameters: none · Read-only · Does not consume a send

validatecustommodel

Validate a developer-supplied model endpoint. Checks HTTPS, SSRF, and optionally probes the model. API keys are transient and never persisted or echoed. Requires active trial or Pro.

Parameters: adapterMode ("openai-compatible" | "custom-rest"), baseUrl (string), endpoint (string), model (string), apiKey (string, transient), probe (boolean) · Read-only · Does not consume a send

runcustommodel

Run a Poly-Glot prompt against a developer-supplied model endpoint. Applies language instructions and respects entitlement checks. Requires active trial or Pro.

Shortened. The full README is on GitHub.