Query multiple AI models (GPT-5, Claude, Gemini, Grok) in parallel through a single MCP interface. For developers who want to compare model outputs or route requests without managing separate API clients.
io.github.polydev-ai/polydev
Local install
STDIO
1 required env var
How models use it and what it is built for.
Query multiple AI models (GPT-5, Claude, Gemini, Grok) in parallel through a single MCP interface. For developers who want to compare model outputs or route requests without managing separate API clients.
Local install — runs as a subprocess.
Configuration this server reads at startup.
Your Polydev API token from polydev.ai/dashboard/mcp-tokens
Where to find authoritative docs and source for Polydev.
Paste any of these into Agent Studio after connecting Polydev.
Common questions about connecting and running Polydev.
What models does Polydev support?
Polydev routes queries to GPT-5, Claude, Gemini, and Grok. You can send requests to one model or query all four simultaneously through a single MCP connection.
How do I authenticate Polydev?
You need a Polydev API token from polydev.ai/dashboard/mcp-tokens, which you set as the POLYDEV_USER_TOKEN environment variable before running the MCP server.
Can I compare outputs from different models at once?
Yes—Polydev is designed to query multiple AI models in parallel, allowing you to compare responses or pick the best output for your use case.
What's the difference between Polydev and calling each API separately?
Polydev consolidates multiple model APIs into one MCP interface, so you don't need separate authentication or client logic for GPT-5, Claude, Gemini, and Grok.
Do I need separate API keys for each model?
No—Polydev handles routing through a single POLYDEV_USER_TOKEN. You manage billing and model access through your Polydev dashboard.
MCP Playground runs 10,000+ hosted MCP servers — GitHub, Linear, Notion, Stripe, Sentry and more — across Claude, GPT, Gemini, DeepSeek and 30+ AI models. Compare model answers side-by-side, save agent presets, share runs. Zero install.
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