Schema | io.github.llmsresearch/paperbanana

io.github.llmsresearch/paperbanana

Official

Describes the environment variables required to run the server.

Name	Required	Description	Default
`GOOGLE_API_KEY`	No	Your Google Gemini API key (free, Google AI Studio).
`OPENAI_API_KEY`	No	Your OpenAI API key for using OpenAI providers (default).
`GOOGLE_BASE_URL`	No	Optional custom Gemini-compatible endpoint.
`OPENAI_BASE_URL`	No	Base URL for OpenAI-compatible or Azure OpenAI / Foundry endpoints. Set to your Azure endpoint when using Azure OpenAI / Foundry.	https://api.openai.com/v1
`GOOGLE_VLM_MODEL`	No	Override the Google Gemini VLM model.	gemini-2.5-flash
`OPENAI_VLM_MODEL`	No	Override the OpenAI VLM model.	gpt-5.2
`ATLASCLOUD_API_KEY`	No	Your Atlas Cloud API key.
`GOOGLE_IMAGE_MODEL`	No	Override the Google Gemini image model.	gemini-3-pro-image-preview
`OPENAI_IMAGE_MODEL`	No	Override the OpenAI image generation model.	gpt-image-1.5
`ATLASCLOUD_BASE_URL`	No	Base URL for the Atlas Cloud chat endpoint.	https://api.atlascloud.ai/v1
`ATLASCLOUD_VLM_MODEL`	No	Override the Atlas Cloud VLM model.	deepseek-ai/DeepSeek-V3-0324
`ATLASCLOUD_IMAGE_MODEL`	No	Override the Atlas Cloud image generation model.	openai/gpt-image-2/text-to-image
`ATLASCLOUD_IMAGE_BASE_URL`	No	Base URL for the Atlas Cloud image generation endpoint.	https://api.atlascloud.ai/api/v1

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Server capabilities have not been inspected yet.

Functions exposed to the LLM to take actions

Name	Description
No tools

Interactive templates invoked by user choice

Name	Description
No prompts

Contextual data attached and managed by the client

Name	Description
No resources

This server cannot be deployed

ActivityMaintained

ResponsivenessWithin a week