GEO by VibeSEO vs AI Visibility
A side-by-side look at the GEO by VibeSEO and AI Visibility MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose GEO by VibeSEO for marketing work over a hosted endpoint; choose AI Visibility for marketing as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose GEO by VibeSEO when
- You need dedicated capabilities in the Marketing domain.
- You prefer a remote HTTP/SSE transport.
Choose AI Visibility when
- You need dedicated capabilities in the Marketing domain.
- You prefer a local stdio subprocess transport.
- You want tools like
check_brand_visibility, check_single_query, get_visibility_score.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Marketing | Marketing |
| Quality signal | 40/100 · Fair | 59/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Remote HTTP/SSE | Local subprocess (stdio) |
| Auth | Not declared | Not declared |
| Pricing | Not declared | Not declared |
| Required env vars | None listed | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | 0 | 10 |
| Directory activity | 0 views 0 installs 0 upvotes | 2 views 0 installs 0 upvotes |
| Tools | Not listed | 6 |
| Full listing | View GEO by VibeSEO | View AI Visibility |
Tools & capabilities
GEO by VibeSEO tools
No tool names declared yet. Check the project README from the listing page.
AI Visibility tools 6
check_brand_visibilityCheck a brand's visibility across AI platforms (ChatGPT, Perplexity, Claude, Gemini). Simulates realistic queries and analyzes mention rates, positions, sentiment, and competitor landscape.check_single_queryCheck if a brand is mentioned for a specific query on a specific AI platform. Returns mention status, position, context snippet, sentiment, and competitor mentions.get_visibility_scoreCalculate an overall AI visibility score (0-100) for a brand across all four AI platforms. Includes per-platform breakdowns and improvement recommendations.compare_brandsCompare the AI visibility of multiple brands side by side. Shows per-platform scores, overall rankings, and relative strengths.get_recommendationsGet actionable recommendations to improve a brand's AI visibility. Prioritized suggestions based on current score and industry best practices.list_platformsList all supported AI platforms with details about how each sources and presents brand information.
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
GEO by VibeSEO
{
"mcpServers": {
"aeo-geo-by-vibeseo": {
"url": "https://geo-mcp.vibeseo.dev/mcp"
}
}
}
AI Visibility
{
"mcpServers": {
"sharozdawa-ai-visibility": {
"command": "npx",
"args": [
"-y",
"ai-visibility-mcp"
]
}
}
}
Frequently asked questions
GEO by VibeSEO is categorized under Marketing and uses a remote HTTP/SSE transport. AI Visibility belongs to Marketing and uses a local stdio subprocess. Pick GEO by VibeSEO for marketing work and AI Visibility for marketing.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
GEO by VibeSEO has no declared pricing — check the project's own site. AI Visibility has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add aeo-geo-by-vibeseo and sharozdawa-ai-visibility as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, GEO by VibeSEO has a quality signal of 40/100 (Fair) with 0 views, 0 installs and 0 GitHub stars. AI Visibility has 59/100 (Good) with 2 views, 0 installs and 10 GitHub stars.