api.yambr.com is a public MCP endpoint (Computer Use tools only). Bring your own model — we don’t resell inference.
api.yambr.com is a LiteLLM deployment that only exposes the Computer Use MCP endpoint publicly. It is not a model gateway — we don’t proxy chat/completions and we don’t resell OpenAI / Anthropic / Google inference.
Bring your own model. Your Yambr API key is for the MCP tool server at https://api.yambr.com/mcp/computer_use. LLM requests go to your provider (OpenAI, Anthropic, a self-hosted LiteLLM, …) with your key. Pipelines that do OpenAI(base_url="https://api.yambr.com").chat.completions.create(...) will fail — that endpoint is closed.
B. OpenAI / Anthropic SDK — tool-use with your own model
Call your own provider. Hand the model a tool spec that forwards tool calls to our MCP endpoint. Many frameworks (OpenAI Agents SDK, Mastra, Vercel AI SDK, LangChain, Anthropic MCP support) have native MCP-tool adapters — point them at https://api.yambr.com/mcp/computer_use with your Yambr key.Minimal shape with the OpenAI Agents SDK:
from agents import Agent, Runnerfrom agents.mcp import MCPServerStreamableHttpfrom openai import OpenAI# Your own OpenAI key / account — NOT a Yambr keyopenai_client = OpenAI(api_key=os.environ["OPENAI_API_KEY"])yambr_mcp = MCPServerStreamableHttp( params={ "url": "https://api.yambr.com/mcp/computer_use", "headers": {"Authorization": f"Bearer {os.environ['YAMBR_API_KEY']}"}, }, name="yambr-computer-use",)agent = Agent( name="computer-user", instructions="Use the Computer Use tools to complete the user's task.", model="gpt-4o", # ← YOUR model, YOUR provider mcp_servers=[yambr_mcp],)result = await Runner.run(agent, "Create a pitch deck about coffee")print(result.final_output)
Equivalent patterns exist for Anthropic’s MCP tool support and for LangChain’s MultiServerMCPClient. The rule: model traffic = your provider; tool traffic = api.yambr.com.
Long-running bash_tool / sub_agent calls stream SSE back over the same MCP connection with 15-second heartbeats. If a client closes the socket early the sandbox keeps running — the sub_agent tmux session is reconnectable from chat.yambr.com’s Terminal tab.
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name`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"yambr-computer-use\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`agent `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` Agent(`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:` name`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"computer-user\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:` instructions`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Use the Computer Use tools to complete the user's task.\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:` model`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"gpt-4o\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`# ← YOUR model, YOUR provider`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:` mcp_servers`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`[yambr_mcp],`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`result `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#C586C0`},children:` await`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` Runner.run(agent, `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Create a pitch deck about coffee\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#DCDCAA`},children:`print`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`(result.final_output)`})]}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[`Equivalent patterns exist for Anthropic’s MCP tool support and for LangChain’s `,_jsx(_components.code,{children:`MultiServerMCPClient`}),`. The rule: `,_jsx(_components.strong,{children:`model traffic = your provider`}),`; `,_jsx(_components.strong,{children:`tool traffic = api.yambr.com`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`c-self-hosted-litellm-/-n8n-/-cursor-/-open-webui`,children:`C. Self-hosted LiteLLM / n8n / Cursor / Open WebUI`}),`\n`,_jsxs(_components.p,{children:[`Register `,_jsx(_components.code,{children:`https://api.yambr.com/mcp/computer_use`}),` as an MCP server in your own tool layer:`]}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`LiteLLM (self-hosted)`}),` — add under `,_jsx(_components.code,{children:`mcp_servers`}),` in `,_jsx(_components.code,{children:`config.yaml`}),`; see `,_jsx(_components.a,{href:`/integrations/litellm`,children:`LiteLLM integration`}),`.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`n8n`}),` — MCP Tool node; see `,_jsx(_components.a,{href:`/integrations/n8n`,children:`n8n`}),`.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Cursor`}),` — MCP server entry in `,_jsx(_components.code,{children:`settings.json`}),`.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Open WebUI (self-hosted)`}),` — add it alongside your local Computer Use Server as a second MCP tool.`]}),`\n`]}),`\n`,_jsx(_components.p,{children:`All of these hand the model to your configured LLM provider; Yambr stays a tool provider.`}),`\n`,_jsx(Heading,{level:`2`,id:`session-identity`,children:`Session identity`}),`\n`,_jsx(_components.p,{children:`Every request should set a chat id so each chat gets its own sandbox:`}),`\n`,_jsx(CodeBlock,{numberOfLines:`3`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`3`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`x-chat-id: \u003cstable-per-conversation>`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`x-user-email: user@example.com # optional, for per-user skills`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsxs(_components.p,{children:[`Same `,_jsx(_components.code,{children:`x-chat-id`}),` across turns = same sandbox (files persist). New id = fresh container.`]}),`\n`,_jsx(Heading,{level:`2`,id:`streaming-and-long-tool-calls`,children:`Streaming and long tool calls`}),`\n`,_jsxs(_components.p,{children:[`Long-running `,_jsx(_components.code,{children:`bash_tool`}),` / `,_jsx(_components.code,{children:`sub_agent`}),` calls stream SSE back over the same MCP connection with 15-second heartbeats. If a client closes the socket early the sandbox keeps running — the `,_jsx(_components.code,{children:`sub_agent`}),` tmux session is reconnectable from `,_jsx(_components.a,{href:`https://chat.yambr.com/`,children:`chat.yambr.com`}),`’s Terminal tab.`]}),`\n`,_jsx(Heading,{level:`2`,id:`troubleshooting`,children:`Troubleshooting`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Symptom`}),_jsx(_components.th,{children:`Likely cause`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`401 Unauthorized`})}),_jsxs(_components.td,{children:[`Key wrong, revoked, missing `,_jsx(_components.code,{children:`Bearer `}),` prefix. Rotate at `,_jsx(_components.a,{href:`https://app.yambr.com/`,children:`app.yambr.com`}),`.`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`404 Not Found`}),` on `,_jsx(_components.code,{children:`/v1/chat/completions`})]}),_jsxs(_components.td,{children:[`Expected — `,_jsx(_components.code,{children:`api.yambr.com`}),` does `,_jsx(_components.strong,{children:`not`}),` expose chat completions. Point your LLM calls at your own provider.`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`429 Too Many Requests`})}),_jsxs(_components.td,{children:[`Per-key `,_jsx(_components.code,{children:`max_parallel_requests=5`}),`, or you’ve hit `,_jsx(_components.code,{children:`max_budget`}),` for the 30-day window. Check the dashboard.`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`x-chat-id`}),` ignored, tools fire against a shared sandbox`]}),_jsxs(_components.td,{children:[`Header missing or your framework drops custom headers. Most MCP adapters have a `,_jsx(_components.code,{children:`headers`}),` or `,_jsx(_components.code,{children:`extra_headers`}),` option — set it there.`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Previews show as raw text in Open WebUI`}),_jsxs(_components.td,{children:[`Using stock `,_jsx(_components.code,{children:`ghcr.io/open-webui/open-webui`}),` — patches aren’t applied. Self-host? See `,_jsx(_components.a,{href:`/integrations/open-webui`,children:`Open WebUI integration`}),`.`]})]})]})]}),`\n`,_jsx(Heading,{level:`2`,id:`related`,children:`Related`}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.a,{href:`/platform/api-keys`,children:`API keys`}),` — create and manage keys at app.yambr.com`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.a,{href:`/platform/access-model`,children:`Access model`}),` — why we expose only MCP`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.a,{href:`/platform/cu-endpoint`,children:`cu.yambr.com`}),` — public file/preview host`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.a,{href:`/api-reference/introduction`,children:`MCP API reference`}),` — raw tool calls`]}),`\n`]})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"LiteLLM gateway","description":"api.yambr.com is a public MCP endpoint (Computer Use tools only). Bring your own model — we don't resell inference.","href":"/platform/litellm"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[{"title":"The public endpoint","slug":"the-public-endpoint","depth":2,"children":[]},{"title":"Three ways to wire it in","slug":"three-ways-to-wire-it-in","depth":2,"children":[{"title":"A. MCP-native client (Claude Desktop, MCP Inspector, Agents SDK)","slug":"a-mcp-native-client-claude-desktop-mcp-inspector-agents-sdk","depth":3,"children":[]},{"title":"B. OpenAI / Anthropic SDK — tool-use with your own model","slug":"b-openai-/-anthropic-sdk-—-tool-use-with-your-own-model","depth":3,"children":[]},{"title":"C. 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