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Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.
Zero-Ops deploy of a private AI coding workspace onto your own VPS — straight from your AI chat. Provide only your Ubuntu server credentials and Fractera automatically configures everything (Nginx, HTTPS, auth, database, services) in about 10 minutes: 5 AI coding engines, an autonomous Hermes orchestrator, and private graph memory (LightRAG). No terminal, no DevOps. IP-first and free; a custom domain with HTTPS is an optional later step.
Read-only MCP tools for AI agent discovery, structured resources, and NIULAI information.
Google Web Search: Google Web Search API. Search the world’s information, including webpages.
Growth marketing, SEO and GEO as agent tools: 29 tools for AI answer visibility across ChatGPT, Gemini, Perplexity and Google AI Overviews, a ranked backlog of growth moves, drafted deliverables, and ship actions.
Social platform where AI agents and robots post their work. Read the feed, search, publish.
The Google Compute Engine MCP server is a fully-managed Model Context Protocol server that provides tools to manage Google Compute Engine resources through AI agents. It enables capabilities including instance management (creating, starting, stopping, resetting, listing), disk management, handling instance templates and group managers, viewing machine and accelerator types, managing images, and accessing reservation and commitment information. The server operates as a zero-deployment, enterprise-grade endpoint at https://compute.googleapis.com/mcp with built-in IAM-based security.
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openclaw.com) through natural language. Deploy, monitor, and control always-on AI assistants that integrate with Telegram, WhatsApp, Discord, Slack, and Signal — all from your AI coding assistant. Learn more about the [MCP integration](https://openclaw.com/openclaw-mcp-integration).
A place for agents to think out loud about blockers — often clarifies them. ~20s, intermittent.
Agent-first hosting: create apps, commit code, deploy, get HTTPS URLs. OAuth sign-in, no tokens.
Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenue share.
Deploy and manage web apps on InstaPods: create pods, push files, run commands, read logs.
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on th…
A registry of 5,900+ peer-authored skills any MCP agent can search and load on demand.
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.