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What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. MXCP just got measured.
6/10 means MXCP is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About MXCP
Build production-ready MCP servers with SQL or Python. Enterprise security, audit trails, policy enforcement, dbt integration, and observability built-in. Connect any data source to AI in minutes.
Key Topics
Details
Industry: Technology
mxcp.devAI Visibility Breakdown
9
Structured Data
8
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
6
AI Discoverability
Frequently Asked Questions
What is MXCP and how does it differ from other MCP servers?
MXCP (Model eXtension Context Protocol) is an enterprise-grade MCP server built specifically for production environments. Unlike simple data access tools, MXCP provides enterprise security, audit logging, policy enforcement, dbt integration, and comprehensive data governance.
How quickly can I get started with MXCP?
You can get MXCP running in under 60 seconds. Simply install via pip (pip install mxcp), create a project (mxcp init --bootstrap), and start serving (mxcp serve).
What databases does MXCP support?
MXCP supports PostgreSQL, MySQL, SQLite, DuckDB, CSV files, JSON files, APIs, and cloud storage. It also has native dbt integration for data transformation and caching.
Is MXCP free to use?
MXCP is released under the Business Source License 1.1 (BSL). It is free to use for development, testing, and most production scenarios.
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mxcp-dev
Cite this score: Engagemii (2026). "AEO Score for MXCP." Retrieved from https://engagemii.com/aeo/brands/mxcp-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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