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MCP Roblox Profile Lens

Roblox Profile Stats Tracker and Group Finder Tool 2026

Install: git clone https://github.com/Bharath-1255/mcp-roblox-profile-lens

Install

$git clone https://github.com/Bharath-1255/mcp-roblox-profile-lens

Install command taken from the project's README or registry entry. Always review code before running it.

🌌 mcp-roblox-atlas — The Cartographer's Kit for the Roblox Universe

A companion exploration engine for public Roblox profile landscapes — mapping identities, friendships, achievements, creations, and communities through a single unified surface.

Welcome to mcp-roblox-atlas, a distinct repository born from the same spirit as the original mcp-roblox project but reimagined as a full cartography suite. Where the original asked "who is this player?", mcp-roblox-atlas asks "what does this player's entire constellation of public footprints look like — and how do we chart it faithfully?"

This project is not a scraper in the conventional sense. It is a compass and a map. It treats each public Roblox profile as a star, each friendship as a gravitational line, each badge as a luminous relic, each created experience as a planet in orbit, and each group as a nebula of shared identity. The Atlas brings these elements together into a coherent, navigable, and delightfully readable view.


🧭 Why an Atlas Instead of a Viewer?

Most tools show you a profile. mcp-roblox-atlas shows you a territory.

Think of the difference between opening a single photograph of a mountain versus unfolding a topographic map that captures the mountain, its trails, the rivers that carve its flanks, the villages that nestle at its base, and the weather patterns that shape its seasons. The first is a memory. The second is understanding.

Roblox is one of the largest user-generated universes on the internet, and every public profile is a small continent. The Atlas is the cartographer's kit for those continents.


✨ Feature Highlights

  • 🗺️ Unified Atlas View — A single coherent snapshot that merges profile data, friend networks, badge collections, created experiences, and group affiliations without forcing you to bounce between five separate calls.
  • 🧩 Modular Map Layers — Enable or disable specific layers: identity, social, achievements, creations, communities. Each layer is independent, cacheable, and composable.
  • 🧠 Multilingual Support — Twenty-plus languages of messages, field labels, and error descriptions, so the Atlas speaks the language of your users, not just the language of the API.
  • 📱 Responsive UI Philosophy — Every returned view, whether rendered as JSON, text, or a table, is designed to be readable on a tablet, legible in a terminal, and tappable on a phone. Layout adapts; the data never sacrifices clarity.
  • 🕰️ 24/7 Operational Posture — Built for teams that run continuously. Health endpoints, graceful degradation, retry boundaries, and structured logs make the Atlas a reliable companion at 3 AM and 3 PM alike.
  • 🔒 Respect-First Design — Only public signals are charted. Nothing here tries to see behind a curtain, because the curtain is not the point — the open sky is.
  • 🧭 Deterministic Outputs — Same input, same map. Field ordering, numeric formatting, and null handling are pinned so diffs stay clean and tests stay honest.
  • 🪝 Hook-Ready Architecture — Attach your own enrichment callbacks, transform pipelines, or downstream exporters without forking the core.
  • 🌐 Multiple Transport Modes — Works as a Model Context Protocol surface, a plain HTTP service, or an embedded library, depending on what your team's ecosystem already speaks.
  • 📊 Observability First — Prometheus-compatible metrics, OpenTelemetry traces, and correlation IDs travel with every request so

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