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Comparison

Wayfound vs Bravos AI

Wayfound is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). Bravos AI is an MCP server published by bravos-ai.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. 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

Where each is published
MarketplaceWayfoundBravos AI
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
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

Wayfound vs Bravos AI
FactWayfoundBravos AI
Marketplaces that list it11
Last releaseNot publishedNot published
Where it runs (differs)Remote server (app.wayfound.ai/sse)Remote server (mcp.bravos-ai.com/mcp)
Transport (differs)SSEStreamable HTTP
Tools it declares (differs)4Not published
Environment variables it asks for (differs)1, secrets among them: 1Not published
Licence (differs)Apache-2.0Not stated
RepositoryNot statedNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 4 days ago, requires a keyResponded 40 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

Wayfound

In its own words, on Docker MCP Catalog:

Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.

Bravos AI

In its own words, on Official MCP Registry:

Manage your AI chatbot from your AI assistant: analyze conversations, audit content, configure it.

How to run each

Wayfound As a remote MCP server

Claude Code
claude mcp add --transport sse wayfound https://app.wayfound.ai/sse

Requires: MCP_API_KEY (secret)

Bravos AI As a remote MCP server

Claude Code
claude mcp add --transport http bravos https://mcp.bravos-ai.com/mcp

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 Bravos AI publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Bravos AI publish no settings it asks for, so we do not compare settings.

What it can do: Wayfound · What it can do: Bravos AI · 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.

Where the data comes from: how the catalog is built