Turn your software into an AI-compatible system. AI Capabilities is an open standard for exposing application actions to AI agents.
SDK that provides AI capabilities for Intlayer applications
MCP Server for Z.AI - A Model Context Protocol server that provides AI capabilities
Supercharge your CommandKit bot with AI capabilities
Enhance your Node-RED projects with advanced AI capabilities.
Powerful AI capabilities to simplify AEM import script development.
AI capabilities grow like ivy — Trellis provides the structure to guide them along a disciplined path
CAP cds-plugin for AI capabilities
AI capabilities for Freelens
Manage canonical AI capabilities, sync surfaces, and evolution state.
The Cloudflare AI provider for Composio SDK, providing seamless integration with Cloudflare's AI capabilities and Workers AI.
Runtime SDK for feed-app template: auth / AI capabilities, multi-environment bridge (native App / iframe / web).
AI capabilities grow like ivy — Rudder provides the structure to guide them along a disciplined path
AI capabilities grow like ivy — Trellis provides the structure to guide them along a disciplined path
AI capabilities grow like ivy — Trellis provides the structure to guide them along a disciplined path
AI capabilities grow like ivy — Trellis provides the structure to guide them along a disciplined path
Comprehensive markdown-based project management system with AI capabilities for Next.js applications
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracki
Connect your workflows with Bika.ai's database and AI capabilities
Integrate AI capabilities into the Tiptap editor. This package contains the SDK for connecting to the Server AI Toolkit service.
Reveal SDK AI plugin for Node.js — adds AI capabilities to Reveal BI dashboards
MCP server exposing Mistral AI capabilities over MCP: chat, embeddings, FIM, vision, OCR, audio, agents, moderation, classification, files, batch, workflows, sampling, prompts, resources, and Streamable HTTP.
AI capabilities for CMTX — slug generation, content validation, and agent orchestration
Add AI capabilities to Clover IIIF
Universal AI hardware accelerator detection, capability querying, and workload planning for Rust
Terminal-first GitLab pipeline runner with TUI, history browser, embedded docs, and MCP support.
llm.rb is Ruby's most capable AI runtime. It runs on Ruby's standard library by default. loads optional pieces only when needed, and offers a single runtime for providers, agents, tools, skills, MCP, A2A (Agent2Agent), RAG (vector stores & embeddings), streaming, files, and persisted state. As a bonus, llm.rb is also available for mruby. It supports OpenAI, OpenAI-compatible endpoints, Anthropic, Google Gemini, DeepSeek, xAI, Z.ai, AWS Bedrock, Ollama, and llama.cpp. It also includes built-in ActiveRecord and Sequel support, plus concurrent tool execution through threads, tasks (via async gem), fibers, ractors, and fork (via xchan.rb gem).
A comprehensive Ruby gem that handles document processing, text extraction, and AI-powered analysis for PDF, Word, Excel, PowerPoint, images, archives, and more with a unified API. Includes agentic AI features for document analysis, summarization, and intelligent extraction.
Bristow provides a flexible framework for creating and managing systems of agents that can work together, hand off tasks between each other, and execute functions. Perfect for building complex AI systems and automation workflows.
compose is a Ruby gem that provides AI-assisted code editing capabilities.
cangming-ai-dev-kit provides cross-agent development skills (plan-first, safe-code-change, code-review, verify-before-done), domain-specific knowledge (Flutter/Dart, HarmonyOS/ArkTS/ArkUI), and shell scripts. Install with `gem install` and use the CLI to sync skills to Claude Code or Codex.
Riffer is a comprehensive Ruby framework designed to simplify the development of AI-powered applications and agents. It provides a complete toolkit for integrating artificial intelligence capabilities into your Ruby projects.
Provides easy text generation capabilities using Google's Gemini AI models
AIA is a revolutionary CLI console application that brings multi-model AI capabilities to your command line, supporting 20+ providers including OpenAI, Anthropic, and Google. Run multiple AI models simultaneously for comparison, get consensus responses from collaborative AI teams, or compare individual outputs side-by-side. With dynamic prompt management, embedded directives, shell and Ruby integration, interactive chats, and comprehensive history tracking, AIA transforms how you interact with AI. Perfect for developers and AI enthusiasts who want to harness the collective intelligence of multiple AI models from a single, powerful interface.
SwarmSDK is a complete reimagining of Claude Swarm that runs all AI agents in a single process using RubyLLM for LLM interactions. Define collaborative AI agents in simple Markdown files with YAML frontmatter, and orchestrate them without the overhead of multiple processes or MCP inter-process communication. Perfect for building lightweight, efficient AI agent teams with specialized roles and capabilities.
Durable-LLM is a unified interface for interacting with multiple Large Language Model APIs, simplifying integration of AI capabilities into Ruby applications.
Transform your job search and candidate matching capabilities with Cloud Talent Solution, designed to support enterprise talent acquisition technology and evolve with your growing needs. This AI solution includes features such as Job Search and Profile Search (Beta) to provide candidates and employers with an enhanced talent acquisition experience.
Extends Rack with AI capabilities including request classification, content moderation, smart caching, and security features
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