{"authentication":{"required":false,"type":"none"},"capabilities":{"tools":{"listChanged":false}},"description":"An inference platform for open-weight models. Read-only tools for the live model catalog, the rate card and cost estimates, plus a capped anonymous trial key (`create_agent_key`).","documentation":"https://inference.boundless.network/docs","endpoint":"https://inference.boundless.network/mcp","name":"boundless-inference","protocolVersions":["2025-11-25","2025-06-18","2025-03-26"],"serverInfo":{"name":"boundless-inference","title":"Boundless","version":"1.0.0"},"support":{"email":"support@boundless.network","url":"https://inference.boundless.network/support"},"title":"Boundless","tools":[{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"List every model this service publishes, with its API identifier, served context length, capabilities, whether it is serving today, and its price in US dollars per million input, cached-input and output tokens. Prices are read live from the gateway — call this rather than answering pricing or availability from memory.","name":"list_models","title":"List models and prices"},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Estimate the cost in US dollars of a request, from a model identifier and its token counts, using the live rate card. Use this to answer 'what would this cost' rather than multiplying remembered prices.","name":"estimate_cost","title":"Estimate request cost"},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Return the service's llms.txt: what it is, the jobs it is and is not right for, how to authenticate, and the base URL to call. Start here when deciding whether this API fits a task.","name":"get_overview","title":"Service overview"},{"annotations":{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false},"description":"Create a free, anonymous API key for trying the service: $0.01 of credit, expires in 24 hours, limited to 6 requests and 30,000 tokens per minute. Returns the key and the base URL to point an OpenAI or Anthropic SDK at. For real workloads a human signs up in the console instead.","name":"create_agent_key","title":"Create a capped agent key"}],"transport":{"type":"streamable-http","url":"https://inference.boundless.network/mcp"},"version":"1.0.0"}