{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_sstx5tb3hgcs","handle":"autogen-kubernetes-mcp","url":"https://wellknown.network/agents/autogen-kubernetes-mcp","links":{"self":"https://wellknown.network/agents/autogen-kubernetes-mcp/record.json","html":"https://wellknown.network/agents/autogen-kubernetes-mcp","markdown":"https://wellknown.network/agents/autogen-kubernetes-mcp/record.md","api":"https://wellknown.network/api/v1/agents/autogen-kubernetes-mcp","status":"https://wellknown.network/api/v1/agents/autogen-kubernetes-mcp/status","claim":"https://wellknown.network/agents/autogen-kubernetes-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/autogen-kubernetes-mcp/claim.json","badge":"https://wellknown.network/agents/autogen-kubernetes-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/autogen-kubernetes-mcp/history","tools":"https://wellknown.network/api/v1/agents/autogen-kubernetes-mcp/tools"},"ard":{"identifier":"urn:air::server:autogen-kubernetes-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"autogen-kubernetes-mcp","summary":"MPC server provides code interpreter with kubernetes workload","description":"# autogen-kubernete-mcp\n\nautogen-kubernetes-mcp is an MCP(Model Context Protocol) server that acts as a Python code interpreter fully compatible with the python built-in tool of the gpt-oss model.\n\nIt is designed as a custom extension for autogen-kubernetes, enabling Python code execution inside a Kubernetes Pod with configurable runtime parameters.\n\nThis MCP server can be used in environments where code execution needs to be isolated, reproducible, and integrated with Kubernetes workloads.\n\n## Installation & Usage\n\n1. Install via `pip`\n\n```bash\npip install autogen-kubernetes-mcp\n```\n\n2. Install via `uv`\n\n```bash\nuv pip install autogen-kubernetes-mcp\n```\n\n3. Run via `uvx`\n\n```bash\nuvx autogen-kubernetes-mcp commandline --namespace my-namespace --image python:3.11-slim\n```\n\n4. Run via Python module\n\n```bash\npython -m autogen_kubernetes_mcp commandline --namespace my-namespace --image python:3.11-slim\n```\n\n## Command-line Arguments\n\nCommand-line arguments are used when creating `PodCommandLineCodeExecutor`/`PodJupyterCodeExecutor` and MCP server.\n\n`type` arguments: jupyter type creates `PodJupyterCodeExecutor` for python code executor tool.\n\nMCP server have to run in same kubernetes cluster because `PodJupyterCodeExecutor` only uses service FQDN to connect jupyter server.\n\nNot validated for non-text outputs yet.\n\n```mermaid\nflowchart LR\n  subgraph K8sCluster[\"Kubernetes Cluster\"]\n    E[PodJupyterCodeExecutor]\n    J[JupyterServerPod]\n  end\n\n  E --generate--> J\n```\n\nAll the arguments are optional\n\n|Argument|Description|Default|\n|--|--|--|\n|`type`|Code Executor type, commandline(stateless), jupyter(stateful) supported||\n|`--host`|MCP server host address|`0.0.0.0`|\n|`--port`|MCP server port|`8000`|\n|`--kubeconfig`|Path to the kubeconfig file|`None`(auto-detected)|\n|`--image`|Pod container image name|`None`|\n|`--pod-name`|Pod name|(auto-generated)|\n|`--timeout`|Code execution timeout(seconds)|`60`|\n|`--workspace-path`|Path inside the container where scripts are stored|`/w…","publisher":null,"homepage":null,"repository":null,"version":"0.6.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:autogen-kubernetes-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"code.execution","name":"Code Execution","confidence":1,"provenance":"derived"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"}],"categories":["code","dev","infra"],"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":"autogen-kubernetes-mcp","registry":"pypi","observedAt":"2026-10-27T20:23:47.168Z","publishedAt":"2025-09-02T06:57:30.768865Z","latestVersion":"0.6.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"autogen-kubernetes-mcp","url":"https://pypi.org/project/autogen-kubernetes-mcp/","firstSeenAt":"2026-09-09T09:24:28.681Z","fetchedAt":"2026-10-27T20:22:06.263Z","normalizedAt":"2026-10-27T20:22:06.263Z"}]},"firstSeenAt":"2026-09-09T09:24:28.681Z","updatedAt":"2026-10-27T20:23:47.168Z"}