Wayfound vs com.see-geo/seegeo
Wayfound is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). com.see-geo/seegeo is an MCP server published by see-geo.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Wayfound |  com.see-geo/seegeo |
|---|---|---|
| Docker MCP Catalog | Listed Version: not stated No figure published Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.5 Downloads/month (npm): 718 Downloads/week (npm): 588 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | Wayfound | com.see-geo/seegeo |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Last release (differs) | Not published | 2026-10-19 |
| Where it runs (differs) | Remote server (app.wayfound.ai/sse) | Remote server (see-geo.com/mcp/anonymous) |
| Transport (differs) | SSE | Streamable HTTP |
| Tools it declares (differs) | 4 | Not published |
| Environment variables it asks for | 1, secrets among them: 1 | 1, secrets among them: 1 |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | Not stated | github.com/tunisian-aaron/seegeo |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Not responding since 2026-10-28 | Responded 4 days ago |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
Wayfound
Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.
com.see-geo/seegeo
Audit any website for AI visibility: graded report, findings with fixes, AI crawler access check.
How to run each
Wayfound As a remote MCP server
claude mcp add --transport sse wayfound https://app.wayfound.ai/sseRequires: MCP_API_KEY (secret)
com.see-geo/seegeo As a remote MCP server
claude mcp add --transport http seegeo https://see-geo.com/mcp/anonymousRequires: SEEGEO_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only the endpoint of com.see-geo/seegeo responded at the last daily check. How we check endpoints
Tools each declares
Only Wayfound has
get_agent_detailsget_improvement_suggestions_for_agentsget_manager_analysis_for_agentlist_agents
Only com.see-geo/seegeo has
audit_sitecrawler_checkget_audit
Both have
None
Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (com.see-geo/seegeo as of 2026-10-25). More tools is not better in itself: compare what each needs for the job.
Settings each asks for
Only Wayfound asks for
MCP_API_KEY (secret)
Only com.see-geo/seegeo asks for
SEEGEO_API_KEY (secret)
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Wayfound · What it can do: com.see-geo/seegeo · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.