{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_52udfqudxmzh","handle":"msrashed100-devops-mcp","url":"https://wellknown.network/agents/msrashed100-devops-mcp","links":{"self":"https://wellknown.network/agents/msrashed100-devops-mcp/record.json","html":"https://wellknown.network/agents/msrashed100-devops-mcp","markdown":"https://wellknown.network/agents/msrashed100-devops-mcp/record.md","api":"https://wellknown.network/api/v1/agents/msrashed100-devops-mcp","status":"https://wellknown.network/api/v1/agents/msrashed100-devops-mcp/status","claim":"https://wellknown.network/agents/msrashed100-devops-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/msrashed100-devops-mcp/claim.json","badge":"https://wellknown.network/agents/msrashed100-devops-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:msrashed100-devops-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"msrashed100-devops-mcp","summary":"A Model Context Protocol (MCP) server that provides DevOps tools and resources for Kubernetes, AWS, Prometheus, and more","description":"# DevOps MCP Server\n\nA Model Context Protocol (MCP) server that provides DevOps tools and resources for Kubernetes, Prometheus, Grafana, databases, Redis, and more.\n\n## Features\n\n- **Kubernetes Integration**: List and manage Kubernetes resources across namespaces\n- **Modular Architecture**: Easily extensible with new tools and services\n- **Read-Only Operations**: Focus on retrieving information without making changes\n- **MCP Protocol**: Compatible with Claude and other MCP-enabled AI assistants\n\n## Requirements\n\n- Python 3.12 or higher\n- Kubernetes configuration (kubeconfig file)\n- Additional requirements based on enabled services (Prometheus, Grafana, etc.)\n\n## Quick Installation\n\nUse the provided installation script to set up the project:\n\n```bash\n./install.sh\n```\n\nThis script will:\n1. Check if Python 3.12+ and uv are installed\n2. Create and activate a virtual environment\n3. Install dependencies\n4. Make all scripts executable\n\n## Usage\n\n### Starting the Server\n\nStart the server with the default configuration:\n\n```bash\npython main.py\n```\n\nOr specify a custom kubeconfig file:\n\n```bash\npython start_server.py /path/to/your/kubeconfig\n```\n\n### Testing with MCP Inspector\n\nYou can test the server using the MCP Inspector tool:\n\n```bash\nnpx @modelcontextprotocol/inspector python main.py\n```\n\nFor services that require specific environment variables, you can pass them using the `-e` flag:\n\n```bash\n# For Kubernetes tools\nnpx @modelcontextprotocol/inspector -e \"KUBECONFIG=/path/to/your/kubeconfig\" python main.py\n\n# For AWS tools (using AWS profiles)\nnpx @modelcontextprotocol/inspector -e \"AWS_PROFILE=your-profile-name\" -e \"AWS_REGION=us-east-1\" python main.py\n\n# For multiple services\nnpx @modelcontextprotocol/inspector -e \"KUBECONFIG=/path/to/kubeconfig\" -e \"AWS_PROFILE=your-profile-name\" python main.py\n```\n\n## Project Structure\n\nThe project follows a modular architecture designed for extensibility and maintainability:\n\n```\n/devops-mcp-server/\n├── main.py                  # E…","publisher":{"name":"DevOps MCP Team","url":null},"homepage":"https://github.com/yourusername/devops-mcp-server","repository":"https://github.com/yourusername/devops-mcp-server/issues","version":"1.0.3","license":"MIT","protocols":["mcp"],"tags":["aws","devops","github","kubernetes","mcp","mongodb","postgresql","prometheus","redis","vault"],"pricing":null,"endpoints":[{"url":"pypi:msrashed100-devops-mcp","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":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"declared"},{"slug":"security.secrets","name":"Secrets Management","confidence":1,"provenance":"declared"}],"categories":["data","dev","infra","security"],"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":"msrashed100-devops-mcp","registry":"pypi","observedAt":"2026-09-10T07:21:37.677Z","publishedAt":"2025-05-24T22:45:46.752450Z","latestVersion":"1.0.3"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"msrashed100-devops-mcp","url":"https://pypi.org/project/msrashed100-devops-mcp/","firstSeenAt":"2026-09-10T07:20:29.380Z","fetchedAt":"2026-09-10T07:20:29.380Z","normalizedAt":"2026-09-10T07:20:29.380Z"}]},"firstSeenAt":"2026-09-10T07:20:29.380Z","updatedAt":"2026-09-10T07:21:37.677Z"}