Geo Optimizer Skill

Name: Geo Optimizer Skill
Author: Auriti-Labs

maps-geo MCP Server

GEO (Generative Engine Optimization) toolkit — audit, optimize, and make websites visible to AI search engines (ChatGPT, Perplexity, Claude, Gemini). Based on Princeton KDD 2024 research.

byAuriti-Labs

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maps-geomaps-geo

12 views465 stars54 forksMIT

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Why This Matters

Discovered via github-topic:mcp and last synced 3mo ago.

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Source: github-topic:mcp
Stars: 465
Last synced: 3mo ago
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Tools

Resources

Prompts

Standard I/O

Transport

Available Tools (21)

Tool

Purpose

geo_fix

Generate fix files

geo_trust_score

5-layer trust signal aggregation

geo_schema_validate

Validate JSON-LD

Platform

File

Area

Points

geo_compare

Compare multiple sites

Cursor

[`ai-context/cursor.mdc`](ai-context/cursor.mdc)

geo_audit

Full audit with score + recommendations

geo_check_bots

Check bot access via robots.txt

Paper

Venue

Check

What it detects

geo_gap_analysis

Explain the gap between two sites and prioritize fixes

Windsurf

[`ai-context/windsurf.md`](ai-context/windsurf.md)

geo_llms_generate

Generate llms.txt

geo_ai_discovery

Check AI discovery endpoints

Kiro

[`ai-context/kiro-steering.md`](ai-context/kiro-steering.md)

geo_citability

Content citability analysis (47 methods)

Version

Window

geo_factual_accuracy

Audit unsourced claims, contradictions, and broken citations

geo_negative_signals

8 anti-citation signal detection

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