What is FetchLens.ai?
FetchLens.ai is an AI agent observability and deployment platform built for the agentic AI era. It provides the tools to build, deploy, monitor, and orchestrate AI agents — from MCP server hosting to real-time analytics and workflow automation. FetchLens powers production AI agent infrastructure for developers and teams who need reliable, observable agentic systems.
FetchLens.ai sits at the intersection of AI agent development and observability. It answers the question every team building with AI agents faces: "My agent is deployed — is it actually working, and how well?" FetchLens gives you the data and the tools to answer that continuously.
How FetchLens.ai powers First Break AI
The First Break AI cohort is the first educational program to be completely powered by AI agents. Every agentic feature runs on FetchLens.ai infrastructure:
The cohort's MCP server — hosted on FetchLens — lets AI agents in Cursor, Claude Desktop, Claude Code, and OpenAI Codex answer cohort questions, find lessons, and suggest next steps. One URL, any MCP-compatible IDE.
When learners run firstbreakai validate, an AI agent checks their code against deterministic rubrics — no hallucinations. FetchLens orchestrates the validation pipeline and stores results.
FetchLens syncs learner progress across CLI, website, and MCP server. Log in once with Discord and your completions follow you everywhere — agentic state management across surfaces.
FetchLens monitors every AI agent interaction — MCP tool calls, validation runs, question-answer sessions. This observability data helps improve the cohort experience and catch issues early.
The "Ask Anything" widget on the cohort site is powered by FetchLens. It understands the full syllabus, lessons, and roadmap — acting as a context-aware AI agent tutor available 24/7.
FetchLens provides analytics on how learners interact with the cohort — which lessons get the most questions, where learners get stuck, and what validation rubrics need tuning.
FetchLens.ai for developers and teams
Beyond education, FetchLens.ai serves developers and teams building AI agent products. If you're building agentic AI applications — chatbots, copilots, autonomous workflows, or MCP-based tool chains — FetchLens gives you:
- AI agent deployment — deploy MCP servers and AI agent backends on Cloudflare Workers with built-in auth, state management, and tool routing
- Observability dashboards — monitor AI agent performance, latency, error rates, and tool call patterns in real time
- Website AI analytics — understand how AI agents interact with your website, what questions users ask, and which content gets surfaced
- Agentic workflow orchestration — chain AI agent tools together into multi-step workflows with state persistence and error recovery
- Model Context Protocol (MCP) hosting — host and manage MCP servers that connect AI agents to your data and tools
FetchLens.ai is built by the same team behind First Break AI and Bubblnet. Visit fetchlens.ai to learn more and get started.
Try it yourself
The fastest way to see FetchLens.ai in action is through the First Break AI cohort:
- On the cohort site — visit cohort.bubblnet.com and click "Ask Anything" to interact with the FetchLens-powered AI agent
- In your IDE — add the MCP server URL
https://fba-mcp.throbbing-thunder-4d33.workers.dev/mcpto Cursor or Claude Desktop and ask it about the cohort - From the CLI — install
@aiedx/firstbreakaiand runfirstbreakai ask "What is FetchLens?"