visiblyai-mcp-server vs Fourward AI visibility tools
visiblyai-mcp-server is an MCP server published by antonioblago. Marketplaces we read that list it: 1 (PyPI (MCP servers)). Fourward AI visibility tools is an MCP server published by fourwardhq.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-13. 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 |  visiblyai-mcp-server |  Fourward AI visibility tools |
|---|---|---|
| PyPI (MCP servers) | Listed Version: 0.19.0 Downloads/month (PyPI): 1 692 Downloads/week (PyPI): 624 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 No figure published 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 | visiblyai-mcp-server | Fourward AI visibility tools |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 0 | No figure on GitHub |
| Forks (GitHub) (differs) | 0 | No figure on GitHub |
| Last release (differs) | 2026-11-13 | Not published |
| Where it runs (differs) | On your machine (visiblyai-mcp-server) | Remote server (www.fourwardhq.com/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/antonioblago/visiblyai-mcp-server | Not stated |
| Changes in the last 7 days (differs) | 1 | 0 |
| First seen (differs) | 2026-10-13 | 2026-10-29 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 1 h 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
visiblyai-mcp-server
MCP server for VisiblyAI SEO tools - free local tools + paid API-powered SEO analysis
Fourward AI visibility tools
Score any website's AI search visibility out of 100 and see which of 20 AI crawlers can read it.
How to run each
visiblyai-mcp-server
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Fourward AI visibility tools As a remote MCP server
claude mcp add --transport http fourward https://www.fourwardhq.com/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Fourward AI visibility tools has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: visiblyai-mcp-server · What it can do: Fourward AI visibility tools · Compare two other plugins
Package data comes from the Python Package Index (pypi.org). 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.