generative engine optimization mcp servers

23 tagged generative engine optimization, measured the same way as everything else here.

Browse within: geo 13aeo 10ai-search 7ai-visibility 6answer-engine-optimization 6llms-txt 6

geo-optimizer

01

Auriti-Labs/geo-optimizer-skill

MCP server Claude CodeCodexCursor +2

MCP server "geo-optimizer" as configured in Auriti-Labs/geo-optimizer-skill. Launched with .venv/bin/geo-mcp. Needs 1 environment variable to run.

744 5d ago A tokens not measured original MIT

horosa

02

tradecatlabs/fatecat

MCP server Claude CodeCodexCursor +2

MCP server "horosa" as configured in tradecatlabs/fatecat.

203 6d ago A tokens not measured original MIT

geo-analyzer

03

houtini-ai/geo-analyzer

MCP server Claude CodeCodexCursor +2

Scores content on the signals that get it cited by ChatGPT, Perplexity and AI Overviews. Runs locally from the @houtini/geo-analyzer npm package. Needs 1 environment variable to run.

21 17d ago A tokens not measured original MIT archived

geo

04

studiomeyer-io/studiomeyer-geo

MCP server Claude CodeCodexCursor +2

MCP server "geo", hosted remotely at geo.studiomeyer.io, as configured in studiomeyer-io/studiomeyer-geo.

3 12d ago A tokens not measured original MIT

geoseo-mcp

05

Rachit8484/geoseo-mcp

MCP server Claude CodeCodexCursor +2

MCP server "geoseo-mcp" as configured in Rachit8484/geoseo-mcp. Runs locally from the geoseo-mcp Python package.

3 4mo ago A tokens not measured original MIT

mcp-geo-server

06

tmolavi/mcp-geo-server

MCP server Claude CodeCodexCursor +2

MCP server "mcp-geo-server" as configured in tmolavi/mcp-geo-server. Runs locally from the mcp-geo-server Python package.

2 1mo ago A tokens not measured original MIT

geo-tool-check

07

geo-tool-com/geo-tool-check

MCP server Claude CodeCodexCursor

Is this page readable for AI search? Checks crawler access, structure and citability for ChatGPT, Perplexity, Claude and Google AI. CLI and MCP server, runs entirely on your machine. Runs locally from the geo-tool-check npm package.

2 6d ago A tokens not measured original MIT

agentimus

08

heera/agentimus

MCP server Claude CodeCodexCursor

MCP server "agentimus", hosted remotely at heera.it, as configured in heera/agentimus.

1 yesterday A tokens not measured GPL-2.0

afterlaunch

09

afterlaunch/mcp

MCP server Claude CodeCodexCursor

MCP server "afterlaunch", hosted remotely at afterlaunch.io, as configured in afterlaunch/mcp.

1 yesterday A tokens not measured original MIT

afterlaunch/mcp

MCP server Claude CodeCodexCursor

Growth marketing, SEO and GEO as agent tools: ranked moves, ship them, AI answer visibility. Remote server at afterlaunch.io.

1 yesterday A tokens not measured original MIT

epovest

11

Epovest/mcp-server

MCP server Claude CodeCodexCursor

MCP server "epovest", hosted remotely at mcp.epovest.com, as configured in Epovest/mcp-server.

0 5d ago A tokens not measured original MIT

llmscout

12

RudrenduPaul/LLMScout

MCP server Claude CodeCodexCursor

Zero-dependency, cross-platform LLM/GEO/AEO checker CLI. 21 checks, pure Python stdlib, no runtime dependencies. Runs locally from the llmscout-cli Python package.

0 6d ago A tokens not measured original MIT

crawlbit

13

amati032-dev/crawlbit-mcp

MCP server Claude CodeCodexCursor

Four free tools to check if AI engines can find, read and recognise a site. No API key. Runs locally from the crawlbit-mcp npm package. Needs 1 environment variable to run.

0 17d ago A tokens not measured original MIT

shopify-geo-audit

14

builtbyabs/shopify-geo-audit

MCP server Claude CodeCodexCursor

Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup. Runs locally from the shopify-geo-audit-mcp npm package.

0 1mo ago A tokens not measured original MIT

ai-readiness

15

epistemedeus/ai-readiness

MCP server Claude CodeCodexCursor

MCP server "ai-readiness" as configured in epistemedeus/ai-readiness. Launched with https://github.com/epistemedeus/ai-readiness/releases/download/v1.1.3/ai-readine.

0 11d ago A tokens not measured original MIT

collimer-mcp

16

sandcastlelabs/collimer-mcp

MCP server Claude CodeCodexCursor

Free AI-search visibility scan for any website — score, top findings, ranked-fix-plan upgrade. Runs locally from the collimer-mcp npm package.

0 1mo ago A tokens not measured original MIT

mcp

17

sightkick-so/mcp

MCP server Claude CodeCodexCursor

Track AI visibility (ChatGPT, Gemini, AI Overviews), research SEO keywords, write, publish, prove. Remote server at app.sightkick.so.

0 3d ago A tokens not measured original MIT

geo-audit

18

nycsav/notion-geo-audit

MCP server Claude CodeCodexCursor

MCP server "geo-audit" as configured in nycsav/notion-geo-audit. Runs ./dist/mcp.js with node.

0 2mo ago A tokens not measured original MIT

seonix-seo-mcp

19

seonix-ai/seonix-mcp

MCP server Claude CodeCodexCursor

MCP server "seonix-seo-mcp" as configured in seonix-ai/seonix-mcp. Runs locally from the seonix-seo-mcp npm package.

0 2mo ago A tokens not measured original MIT

seo-geo

20

OrtaMarco/seo-geo-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "seo-geo" as configured in OrtaMarco/seo-geo-mcp-server. Runs /absolute/path/to/seo-geo-mcp-server/dist/index.js with node.

0 1mo ago A tokens not measured original MIT

bittlebits

21

bittlebitsai/bittlebits-plugin

MCP server Claude CodeCodexCursor +2

MCP server "bittlebits", hosted remotely at bittlebits.ai, as configured in bittlebitsai/bittlebits-plugin.

0 3mo ago A tokens not measured original MIT

aivis

22

krisdiallo/ecom-agent

MCP server Claude CodeCodexCursor +2

MCP server "aivis" as configured in krisdiallo/ecom-agent. Launched with https://github.com/krisdiallo/ecom-agent/releases/download/v1.5.3/aivis.mcpb.

0 4d ago A tokens not measured original MIT

seo-audit-mcp

23

cyber-kani/seo-audit-mcp

MCP server Claude CodeCodexCursor +2

MCP server for SEO auditing — 105+ criteria Technical + UI analysis for Claude Desktop. Runs locally from the seo-audit-mcp Python package.

0 1mo ago A tokens not measured original MIT