Wayfound vs AICIA AI Signal
Wayfound is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). AICIA AI Signal is an MCP server published by Jack-mi. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-07. 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 |  AICIA AI Signal |
|---|---|---|
| Docker MCP Catalog | Listed Version: not stated No figure published Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.1.0 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 | Wayfound | AICIA AI Signal |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (app.wayfound.ai/sse) | Remote server (aicia-mcp.lxsgocode123.workers.dev/mcp) |
| Transport (differs) | SSE | Streamable HTTP |
| Tools it declares (differs) | 4 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository | Not stated | Not stated |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Status out of date: last check 2 days ago returned HTTP 401 | Status out of date: last check 40 h ago returned HTTP 401 |
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.
AICIA AI Signal
Closed-source remote MCP: model benchmarks, costs, HN signals, tech registry.
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)
AICIA AI Signal As a remote MCP server
claude mcp add --transport http aicia-ai-signal https://aicia-mcp.lxsgocode123.workers.dev/mcp --header "Authorization: Bearer <YOUR_TOKEN>"Requires: Authorization header
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Both endpoints responded at the last daily check. How we check endpoints
Tools each declares
The marketplaces of AICIA AI Signal publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of AICIA AI Signal publish no settings it asks for, so we do not compare settings.
What it can do: Wayfound · What it can do: AICIA AI Signal · 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.