BittleBits GEO Assistant
- Updated June 2, 2026
- bittlebitsai/bittlebits-plugin
BittleBits is a MCP server that returns per-page GEO scores and rewrite suggestions through get_score and get_rewrite.
About
BittleBits MCP is a hosted Model Context Protocol server that wires Generative Engine Optimization into your coding agent. developers shipping landing pages, docs, or marketing sites use it during the launch phase when they need to know how AI systems might interpret a URL and how to adjust copy without juggling browser tabs. After OAuth sign-in, the agent calls get_score for dimensional GEO ratings from 0 to 10 and get_rewrite for the live page text plus a BittleBits-guided revision. The integration is intentionally narrow: remote HTTP, two tools, no self-hosted stack—ideal for iterative homepage and positioning work paired with Claude Code, Cursor, or Codex. It complements traditional SEO skills and plugins by targeting answer-engine visibility rather than keyword spreadsheets alone.
- 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
BittleBits GEO Assistant by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
claude mcp add --transport http bittlebits https://bittlebits.ai/mcpAdd your badge
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| Transport | HTTP |
|---|---|
| Auth | None |
| Last updated | June 2, 2026 |
| Repository | bittlebitsai/bittlebits-plugin ↗ |
What it does
Pull GEO scores and AI-oriented rewrite suggestions for any URL inside Claude or Cursor without switching to the BittleBits web app.
Who is it for?
Best when you're iterating landing or docs URLs and want GEO feedback and rewrite drafts inside Claude Code or Cursor.
Skip if: Skip if you need bulk crawl audits, classic keyword rank tracking, or fully offline/air-gapped MCP without OAuth to a third party.
What you get
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
By the numbers
- 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)
README.md
BittleBits MCP Plugin
Connect Claude, Cursor, and any MCP-compatible AI agent to BittleBits — bringing your GEO (Generative Engine Optimization) scores and AI-content rewrite suggestions directly into your agent as tools.
This repository is the installable plugin wrapper. The BittleBits MCP server itself is hosted and remote — it speaks Streamable HTTP and authenticates with OAuth 2.0, so there is no token to configure and nothing to run locally. Point your client at the server and sign in through your browser.
What you get
Once connected, your agent can call BittleBits tools to score and rewrite content without copy-pasting between tabs:
| Tool | What it does |
|---|---|
get_score |
Returns GEO metric scores (0–10 per dimension) for a page |
get_rewrite |
Returns your original page content and a rewritten version with BittleBits suggestions applied |
Ask things like "Get the BittleBits score for my landing page and tell me which areas need the most work," or "Rewrite my homepage applying the BittleBits suggestions but keep the casual tone."
Install
The server lives at https://bittlebits.ai/mcp. On first use, your client opens a browser window to sign in to your BittleBits account (OAuth) — no API keys or tokens to paste.
Claude Code (CLI)
claude mcp add --transport http bittlebits https://bittlebits.ai/mcp
Claude.ai / Claude Desktop
Settings → Connectors → Add custom connector, name it BittleBits, and set the remote MCP server URL to https://bittlebits.ai/mcp.
Cursor / VS Code
Add to your mcp.json:
{
"mcpServers": {
"bittlebits": {
"type": "http",
"url": "https://bittlebits.ai/mcp"
}
}
}
This repo's root .mcp.json contains exactly this config, so MCP-aware directories and clients can auto-detect the server.
Documentation
Full setup guide and examples: https://bittlebits.ai/docs/mcp
License
MIT © 2026 BittleBits.ai
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Hosted GEO scoring MCP with two tools—not a general SEO crawler skill or a self-hosted content CMS.
FAQ
Who is BittleBits MCP for?
Developers 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.