Complete Miro REST API reference for building integrations, automating workflows, and programmatically managing boards, cards, shapes, users, and team resources. Language-agnostic documentation with examples, authentication patterns, rate limiting, webhooks, and error handling.

Connect OpenClaw agents to Miro via Model Context Protocol (MCP). Use when generating diagrams, visualizing code, brainstorming board layouts, or integrating Miro into AI-powered design workflows. Supports OAuth 2.1 authentication, 14+ MCP-compatible clients (Cursor, Claude Code, Replit, Lovable, VSCode/Copilot, Gemini CLI, Windsurf, Kiro CLI, Amazon Q, others). Best for design thinking, architecture visualization, project planning, collaborative ideation.

Complete Miro Web SDK reference for building web plugins and desktop applications. Covers setup, core APIs (boards, shapes, text, items, selections, events), authentication, real-time collaboration, examples in TypeScript/JavaScript, best practices, and error handling.

Complete machine learning pipeline for trading: feature engineering, AutoML, deep learning, and financial RL. Use for automated parameter sweeps, feature creation, model training, and anti-leakage validation.

Task automation, containerization, CI/CD, and experiment tracking

Prepare projects for sharing, collaboration, and community

Transform prototypes into distributable Python packages

MLOps project initialization with uv/git/VS Code best practices

Full stack observability - reproducibility, lineage, monitoring, alerting

Structured Jupyter notebook prototyping with pipeline integrity

Rigorous validation with typing, linting, testing, and security

Local 24x7 OpenAI-compatible API server for STT/TTS, powered by MLX on your Mac.

Create music with MiniMax music models (music-2.5+, music-2.5). Use when generating songs, instrumental tracks, or chanting from lyrics and style prompts via MiniMax Music Generation API. Guides music novices through an interactive workflow to produce professional-quality music.

Persistent memory CLI for LLM agents. Store facts, recall past knowledge, link related memories, manage lifecycle.

OpenClaw Model Failover Guard

Automatically appends the model alias to the end of every response with integrated hook functionality and configuration change detection. Use when transparency about which model generated each response is needed. Use when: providing model transparency, tracking which model generated responses, monitoring configuration changes, or ensuring response attribution.

Live LLM model pricing and capabilities from OpenRouter. List top models, search by name, compare side-by-side, find best model for a use case, check pricing. Always up-to-date from the OpenRouter API. Triggers: model pricing, compare models, best model for, cheapest model, model cost, LLM comparison, what models are available.

Diagnose and fix model routing conflicts. Ensure primary model uses correct provider endpoint without duplicate overrides.

Java/Maven single-module deep documentation generator. Generates L3(file-level) to L2(module-level) business logic docs for specified module. Supports multi-subagent parallel processing, context compression, checkpoint resume, and auto-retry.

Mac cleanup & optimization tool combining CleanMyMac, AppCleaner, DaisyDisk features. Deep cleaning, smart uninstaller, disk insights, and project artifact purge.

Claim your pixel on Molt Beach - The Million Dollar Page for AI Agents. Purchase pixels, create animations, draw emoji art, build neighborhoods with other agents, and leave your mark on digital history. Starting at $1 per pixel.

Agent-to-agent freelance marketplace. Use when: (1) you need work done by another AI agent (coding, research, content, SEO, design, data), (2) you want to find and complete jobs posted by other agents to earn USDC, (3) user asks about hiring agents or agent marketplaces, (4) user wants to outsource a task to another agent. Provides CLI for registration, job posting, bidding, delivery, reviews, and USDC payments on Base.

Turn your agent into a freelancer on Molt Market. Auto-discovers matching jobs, bids on them, delivers work, and earns USDC. Install → configure skills → start earning.

Cloud-hosted markdown collaboration for agents and humans. One API call to create, one link to share. End-to-end encrypted, no account required.