{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_j6g8x7ngcukc","handle":"bub-mcp-server","url":"https://wellknown.network/agents/bub-mcp-server","links":{"self":"https://wellknown.network/agents/bub-mcp-server/record.json","html":"https://wellknown.network/agents/bub-mcp-server","markdown":"https://wellknown.network/agents/bub-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/bub-mcp-server","status":"https://wellknown.network/api/v1/agents/bub-mcp-server/status","claim":"https://wellknown.network/agents/bub-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/bub-mcp-server/claim.json","badge":"https://wellknown.network/agents/bub-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:bub-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"bub-mcp-server","summary":"Expose Bub as an SSE MCP server","description":"# bub-mcp-server\n\nExpose Bub as an SSE MCP server.\n\n## What It Provides\n\n- Channel implementation: `MCPServerChannel` (`name = \"mcp-server\"`)\n- FastMCP SSE server lifecycle managed by Bub channel startup and shutdown\n- One MCP tool: `run_model`\n\n## Tool\n\n`run_model` accepts:\n\n- `prompt` (required): input text to send through Bub\n- `session_id` (optional): Bub session id, default `mcp:default`\n\nIt returns Bub's `model_output` for that turn.\n\n## Configuration\n\nSettings are read from environment variables with the `BUB_MCP_SERVER_` prefix.\n\n- `BUB_MCP_SERVER_HOST`: bind host, default `127.0.0.1`\n- `BUB_MCP_SERVER_PORT`: bind port, default `28280` (BUBU0 on 9-keyboard)\n- `BUB_MCP_SERVER_PATH`: SSE path, default `/sse`\n- `BUB_MCP_SERVER_LOG_LEVEL`: Uvicorn log level, default `info`\n\n## Installation\n\n```bash\nuv pip install \"git+https://github.com/bubbuild/bub-contrib.git#subdirectory=packages/bub-mcp-server\"\n```\n\nIn this repository, the package is included in the workspace and root dependencies.\n\n## Usage\n\nStart Bub with channels enabled. The MCP SSE endpoint is available at:\n\n```text\nhttp://127.0.0.1:28280/sse\n```\n\nConfigure your MCP client to use SSE transport against that URL.","publisher":{"name":"Frost Ming","url":null},"homepage":null,"repository":null,"version":"0.0.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:bub-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"bub-mcp-server","registry":"pypi","observedAt":"2026-09-09T10:32:50.336Z","publishedAt":"2026-06-10T07:30:50.544158Z","latestVersion":"0.0.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"bub-mcp-server","url":"https://pypi.org/project/bub-mcp-server/","firstSeenAt":"2026-09-09T10:27:59.749Z","fetchedAt":"2026-09-09T10:27:59.749Z","normalizedAt":"2026-09-09T10:27:59.749Z"}]},"firstSeenAt":"2026-09-09T10:27:59.749Z","updatedAt":"2026-09-09T10:32:50.336Z"}