{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4rd7a6ckhb4a","handle":"multicluster-mcp-server","url":"https://wellknown.network/agents/multicluster-mcp-server","links":{"self":"https://wellknown.network/agents/multicluster-mcp-server/record.json","html":"https://wellknown.network/agents/multicluster-mcp-server","markdown":"https://wellknown.network/agents/multicluster-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/multicluster-mcp-server","status":"https://wellknown.network/api/v1/agents/multicluster-mcp-server/status","claim":"https://wellknown.network/agents/multicluster-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/multicluster-mcp-server/claim.json","badge":"https://wellknown.network/agents/multicluster-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/multicluster-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/multicluster-mcp-server/tools"},"ard":{"identifier":"urn:air::server:multicluster-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"multicluster-mcp-server","summary":"The gateway for GenAI systems to interact with multiple Kubernetes clusters through the MCP","description":"<!-- [![MseeP Badge](https://mseep.net/pr/yanmxa-multicluster-mcp-server-badge.jpg)](https://mseep.ai/app/yanmxa-multicluster-mcp-server) -->\n\n# Multi-Cluster MCP server\n\nThe **Multi-Cluster MCP Server** provides a robust gateway for Generative AI (GenAI) systems to interact with multiple Kubernetes clusters through the Model Context Protocol (MCP). It facilitates comprehensive operations on Kubernetes resources, streamlined multi-cluster management, and delivered interactive cluster observability.\n\n## **🚀 Features**\n\n### 🛠️ MCP Tools - Kubernetes Cluster Awareness\n  \n- ✅ Retrieve resources from the **hub cluster** (current context)  \n- ✅ Retrieve resources from the **managed clusters**  \n- ✅ Connect to a **managed cluster** using a specified `ClusterRole`\n- ✅ Access resources across multiple Kubernetes clusters(via Open Cluster Management)\n- ❌ Retrieve and analyze **metrics, logs, and alerts** from integrated clusters  \n- ❌ Interact with multi-cluster APIs, including Managed Clusters, Policies, Add-ons, and more\n\n  ![alt text](images/tools.png)\n  <details>\n  <summary>Mutiple Kubernetes Clusters Operations</summary>\n\n  [![Watch the demo](https://asciinema.org/a/706281.svg)](https://asciinema.org/a/706281)\n\n  </details>\n\n### 📦 Prompt Templates for Open Cluster Management *(Planning)*\n\n- Provide reusable prompt templates tailored for OCM tasks, streamlining agent interaction and automation\n\n### 📚 MCP Resources for Open Cluster Management *(Planning)*\n\n- Reference official OCM documentation and related resources to support development and integration\n\n### **📌 How to Use**\n\n- Use with MCP Inspector\n\n```bash\nmcp dev ./src/multicluster_mcp_server/__main__.py \n```\n\nConfigure the server using the following snippet:\n\n```json\n{\n  \"mcpServers\": {\n    \"multicluster-mcp-server\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"multicluster-mcp-server@latest\"\n      ]\n    }\n  }\n}\n```\n\n**Note:** Ensure `kubectl` is installed. By default, the tool uses the **`KUBECONFIG`** e…","publisher":{"name":"myan","url":null},"homepage":"https://github.com/yanmxa/multicluster-mcp-server","repository":"https://github.com/yanmxa/multicluster-mcp-server","version":"0.1.6","license":"MIT","protocols":["mcp"],"tags":["mcp","python","kubernetes","multi-cluster","open-cluster-management"],"pricing":null,"endpoints":[{"url":"pypi:multicluster-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"declared"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.871,"provenance":"derived"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.825,"provenance":"derived"}],"categories":["ai","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":"multicluster-mcp-server","registry":"pypi","observedAt":"2026-11-03T19:31:06.816Z","publishedAt":"2025-06-07T04:18:20.231130Z","latestVersion":"0.1.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"multicluster-mcp-server","url":"https://pypi.org/project/multicluster-mcp-server/","firstSeenAt":"2026-09-10T07:20:37.214Z","fetchedAt":"2026-11-03T19:30:04.619Z","normalizedAt":"2026-11-03T19:30:04.619Z"}]},"firstSeenAt":"2026-09-10T07:20:37.214Z","updatedAt":"2026-11-03T19:31:06.816Z"}