Claude-First Analytics MCP Server: Giving AI Agents Direct Access to Web Analytics Context
One developer took their existing analytics tool (which sent an AI summary to users every Sunday) and rebuilt it as a Claude-first MCP server. The core hypothesis: if your agent has access to web analytics, your code, your database, and other sources, it has better context to advise and improve your product.
What's in the MCP Server?
The new server — hosted at lodd.dev — exposes a set of tools that give Claude access to:
- Simple web analytics — standard pageviews, visitors, etc.
- Trackable links — analytics with UTM or similar tracking parameters.
- Product insight — usage data and trends.
These are exposed as MCP tools, meaning Claude can directly query them during a conversation or task. The author is experimenting with claude.md instructions to prompt Claude to actually use the context, but notes that hooks may be needed to ensure the agent acts on the data.
Why This Matters
Most AI coding agents today work with code context but lack real product/usage data. By bringing analytics into the MCP tool ecosystem, Claude can ground its suggestions in actual user behavior. For instance, an agent could recommend which feature to optimize based on real usage patterns, or suggest A/B test results to consider during a refactor.
Try It Yourself
You can point Claude to lodd.dev/llms.txt to pull the tool definitions, or explore the server at lodd.dev.
Who It's For
Developers building AI agent workflows who want their Claude agents to make data-informed decisions by having direct access to web analytics alongside code and database context.
📖 Read the full source: r/ClaudeAI
👀 See Also
AI Team OS: Self-Driving Organization Layer for Claude Code
AI Team OS is an operating system layer for Claude Code that creates autonomous workflows where the system continues working without waiting for user prompts. It includes 22 specialized agent templates, 40+ MCP tools, and runs entirely within Claude Code subscription without external API costs.
PACT: A Programmatic Governance Framework for Claude Code After Agent Failure Patterns
A developer built PACT (Programmatic Agent Constraint Toolkit) after three months of recurring Claude Code failures on a 350+ file mobile app. The framework replaces unenforceable rules with mechanical constraints that physically block violations through pre-tool-use hooks.
VT Code: Open-Source Rust TUI Coding Agent with Multi-Provider Support and Agent Skills
VT Code is a Rust-based terminal UI (TUI) coding agent supporting Anthropic, OpenAI, Gemini, and Codex, with local inference via LM Studio and Ollama. It includes Agent Skills, Model Context Protocol, and Agent Client Protocol.
Claude-Code v2.1.76 adds MCP elicitation, worktree optimizations, and numerous fixes
Claude-Code v2.1.76 introduces MCP elicitation support for structured input mid-task, adds worktree.sparsePaths for monorepo efficiency, and fixes 20+ issues including deferred tool schema loss, slash command problems, and Remote Control session stability.