BittleBits GEO Assistant
Pull GEO scores and AI-oriented rewrite suggestions for any URL inside Claude or Cursor without switching to the BittleBits web app.
Overview
BittleBits is a MCP server for the Launch phase that returns per-page GEO scores and rewrite suggestions through get_score and get_rewrite.
What is this MCP server?
- Remote Streamable HTTP MCP at bittlebits.ai/mcp with OAuth 2.0—no API token or local server to run
- Two tools: `get_score` (0–10 GEO dimensions per page) and `get_rewrite` (original plus suggested rewrite in one call)
- Score and rewrite workflows stay in-agent—e.g. audit a landing URL then apply suggestions while keeping tone
- Browser sign-in on first connect; works with any MCP-compatible client
- Focused on page-level GEO metrics and rewrites, not full-site crawls or rank tracking
- 2 MCP tools: get_score and get_rewrite
- GEO metrics reported on a 0–10 scale per dimension
- Hosted endpoint: https://bittlebits.ai/mcp (Streamable HTTP, OAuth 2.0)
What problem does it solve?
You cannot see how AI search engines score your live page or apply GEO fixes without leaving your agent and copy-pasting URLs and drafts.
Who is it for?
Indie builders iterating landing or docs URLs who want GEO feedback and rewrite drafts inside Claude Code or Cursor.
Skip if: Teams needing bulk crawl audits, classic keyword rank tracking, or fully offline/air-gapped MCP without OAuth to a third party.
What do I get? / Deliverables
Your agent can score any URL on GEO dimensions and produce rewrite-ready copy in the same thread after you sign in once via OAuth.
- Per-dimension GEO scores from 0–10 for a submitted page URL
- Original page content plus a BittleBits-suggested rewrite in-agent
Recommended MCP Servers
Journey fit
Generative Engine Optimization is a launch-phase concern: making pages legible and quotable to AI search and answer engines after the product exists. The `geo` subphase is where solo builders tune copy and structure for LLM retrieval and citations, which matches get_score and get_rewrite.
How it compares
Hosted GEO scoring MCP with two tools—not a general SEO crawler skill or a self-hosted content CMS.
Common Questions / FAQ
Who is BittleBits MCP for?
Solo and indie builders using MCP agents who publish web pages and care about Generative Engine Optimization scores and AI-friendly rewrites.
When should I use BittleBits MCP?
Use it in Launch when you have a live or staging URL and want dimensional GEO scores or a rewrite that applies BittleBits suggestions before you ship copy changes.
How do I add BittleBits to my agent?
Register the remote server URL https://bittlebits.ai/mcp in your MCP client, connect via Streamable HTTP, and complete OAuth in the browser on first use—no token to paste.