| 1 | 75,054 | 3,942 | ask-agent | Agent loop, session management, tool execution, context compaction, hooks, and extensions. |
| 2 | 87,299 | 12,788 | ask-llm-providers | Supports OpenAI, Anthropic, Google Gemini + Vertex, Amazon Bedrock, Ollama (local), Mis... |
| 3 | 115,127 | 14,722 | ask-core | Provides Ask::Provider (abstract interface), Ask::Conversation, Ask::Stream, Ask::Model... |
| 4 | 130,325 | 15,432 | ask-rails | Rails generators, file conventions, and railtie for using ask-agent in Rails apps. |
| 5 | 157,605 | 16,679 | ask-tools | Defines Ask::Tool (base class), Ask::Result, and tool discovery. |
| 6 | 161,689 | 144,706 | ask-web-search-mcp | A minimal MCP (Model Context Protocol) server that exposes Ask::Tools::WebSearch
as a c... |
| 7 | 163,973 | 59,868 | ask-rails-mcp | Mount an MCP endpoint in your Rails app that exposes SchemaGraph, QueryDatabase,
ReadMo... |
| 8 | 177,878 | 29,667 | ask-state-providers | Provides Ask::State adapter implementations for SQLite, Redis, PostgreSQL, and MySQL. E... |
| 9 | 180,249 | 26,848 | ask-tools-shell | Bash, Read, Write, Edit, Glob, Grep, and Code tools for the ask-rb ecosystem. |
| 10 | 180,371 | 21,860 | ask-skills | Discovers, validates, and formats agent skills from project directories, user config, a... |
| 11 | 181,610 | 17,029 | ask-auth | Env, file, Rails credentials, database, and OAuth providers. Zero external dependencies. |
| 12 | 184,140 | 28,188 | ask-mcp | Connect to MCP servers via stdio, SSE, and Streamable HTTP transports. Run as an MCP se... |
| 13 | 186,435 | 52,183 | ask-github | Provides authenticated Octokit client, context metadata, and error guide for AI agents. |
| 14 | 187,972 | 84,476 | ask-sandbox-providers | Isolated code execution via Local (subprocess + rlimits), Docker (containers), Daytona ... |
| 15 | 188,403 | 52,183 | ask-slack | Provides authenticated Slack client helper, context metadata, and error guide for AI ag... |
| 16 | 188,403 | 84,476 | solid_events | SolidEvents captures controller, job, SQL, business and record-link events into a query... |
| 17 | 188,403 | 33,451 | ask-instrumentation | Emits ActiveSupport::Notifications events for chat completions, embeddings, tool calls,... |
| 18 | 188,861 | 52,183 | ask-notion | Provides authenticated Notion client, context metadata, and error guide for AI agents. |
| 19 | 189,582 | 84,476 | ask-eval | Test LLM outputs with Minitest-native assertions. LLM-as-judge for faithfulness, halluc... |
| 20 | 189,629 | 33,451 | ask-schema | A compact Ruby DSL for building standards-oriented JSON Schema documents. Zero dependen... |
| 21 | 189,654 | 84,476 | ask-web-search | Provides Ask::Tools::WebSearch, a tool that searches the web via SearXNG (local instanc... |
| 22 | 189,881 | 70,356 | ask-honeybadger | Error context for agents via Honeybadger for the ask-rb ecosystem. |
| 23 | 189,916 | 70,356 | ask-linear | Provides authenticated GraphQL client, context metadata, and error guide for AI agents ... |
| 24 | 190,099 | 70,356 | ask-sentry | Error context for agents via Sentry for the ask-rb ecosystem. |
| 25 | 190,099 | 84,476 | ask-solid_errors | Error context for agents via SolidErrors for the ask-rb ecosystem. |
| 26 | 190,961 | 70,356 | solid_agents | Solid Agent stores agent runs in its own database and dispatches staged workflow tasks ... |
| 27 | 191,475 | 70,356 | ask-monitoring | Rails engine that provides real-time monitoring for LLM usage. Cost tracking, throughpu... |
| 28 | 191,854 | 84,476 | ask-opentelemetry | Adds OpenTelemetry tracing to ask-rb LLM operations. Subscribes to ask-instrumentation ... |
| 29 | 194,997 | 106,124 | runbox | Official Ruby client for Runbox, a fast and secure API for running code in isolated con... |
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