{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/21"},{"label":"Build Tools","url":"https://skillfed.io/packages/category/software-development-build-tools/6"}],"enrichment":{"capability":"Tilt MCP Server exposes Tilt development environment resources and logs to LLM applications through the Model Context Protocol, enabling AI assistants to query resource status and retrieve logs programmatically.","skillfed_tags":["mcp-server","kubernetes-dev","llm-integration"],"use_cases":["Ask an AI assistant to list all currently running Tilt resources and their health status without manually checking the Tilt UI","Retrieve the last N lines of logs from a specific service for debugging, triggered through natural language to an LLM","Identify and debug failing or unhealthy services by querying Tilt state through an AI assistant","Automate monitoring workflows where an LLM periodically checks resource status and alerts on anomalies","Integrate Tilt resource visibility into an AI-powered development assistant or chatbot"],"what_it_does":"Tilt MCP Server is a bridge that lets Large Language Models and AI assistants interact with your Tilt development environment. It implements the Model Context Protocol, exposing two main capabilities: listing all active Tilt resources with their current status, and fetching recent logs from any resource. The server is built on fastmcp and runs as a standalone process that MCP-compatible clients (like Claude Desktop or mcp-cli) can connect to.\n\nThe package is designed for developers using Tilt to manage Kubernetes-based development workflows. It enables AI-powered debugging, automated monitoring, and natural-language queries about your services\u2014for example, asking an AI assistant to show failing services or retrieve logs from a specific resource. It requires Python 3.8 or higher and an existing Tilt installation; the server communicates with Tilt via its API to fetch resource and log data.","worth_installing":"Yes, if you use Tilt for Kubernetes development and want to integrate it with LLM applications. Install friction is minimal and the MIT license is permissive. However, the package is in Alpha with no updates since initial release, so treat it as experimental; verify that fastmcp is maintained and that the API meets your stability requirements before relying on it in production workflows."},"id":"tilt-mcp","links":{"html":"https://skillfed.io/packages/tilt-mcp","md":"https://skillfed.io/packages/tilt-mcp.md","pypi":"https://pypi.org/project/tilt-mcp/"},"maintenance":{"status":"aging"},"meta":{"latest_release":"2025-07-15","license_spdx":null,"license_treatment":"permissive","name":"tilt-mcp","python_support":"supports_current","summary":"Model Context Protocol server for Tilt - interact with Tilt resources through MCP"},"popularity":{"monthly_downloads":80797,"position":14271,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.1.3"}