Mount an MCP endpoint in your Rails app that exposes SchemaGraph, QueryDatabase, ReadModel, RouteInspector, and all other ask-rails-harness tools as MCP tools. Coding agents like Claude Code, Cursor, or any MCP-compatible client can connect to inspect your schema, query your database, read models, and more.

Mount an MCP endpoint in your Rails app that exposes SchemaGraph, QueryDatabase, ReadModel, RouteInspector, and all other ask-rails tools as MCP tools. Coding agents like Claude Code, Cursor, or any MCP-compatible client can connect to inspect your schema, query your database, read models, and more.

Exposes the ask-ruby-harness tools (QueryDatabase, ReadModel, ReadLog, RunCommand, SchemaGraph, RunTests) as MCP tools for any Ruby project. Coding agents like Claude Code, Cursor, or any MCP-compatible client can connect to query the database, inspect models, read logs, run commands, and run tests with structured results.

A minimal MCP (Model Context Protocol) server that exposes ask_web_fetch as a callable tool over stdio. Designed for use with clients that support MCP (ZCode, Claude Code, etc.), it fetches a URL and returns clean markdown through the ask-web-fetch backend chain — fast pure-Ruby httpx fetch first, a real Chrome (launched or CDP-attached) for JS-rendered and challenge-gated pages, with Jina Reader and self-hosted Crawl4AI in between. Terminal failures (parked domains, empty pages, dead 4xx) surface as their deterministic error class, so clients never retry the unretryable. The tool shell (name, schema, call) lives here, wrapping the Ask::WebFetch library.

A minimal MCP (Model Context Protocol) server that exposes ask_web_search as a callable tool over stdio. Designed for use with clients that support MCP (ZCode, Claude Code, etc.), it queries a local SearXNG instance and returns formatted search results suitable for LLM consumption. The tool shell (name, schema, call) lives here, wrapping the Ask::WebSearch library.