Wayfound vs AI Footprint
Wayfound is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). AI Footprint is an MCP server published by nickjlamb. 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
| Marketplace |  Wayfound |  AI Footprint |
|---|---|---|
| Docker MCP Catalog | Listed Version: not stated No figure published Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.4 Forks (GitHub): 0 Stars (GitHub): 1 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 | AI Footprint |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | No figure on GitHub | 1 |
| Forks (GitHub) (differs) | No figure on GitHub | 0 |
| Last release (differs) | Not published | 2026-10-13 |
| Where it runs (differs) | Remote server (app.wayfound.ai/sse) | Remote server (footprint.pharmatools.ai/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 (differs) | Not stated | github.com/nickjlamb/ai-footprint |
| Changes in the last 7 days (differs) | 0 | 4 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 3 days ago, requires a key | Responded 12 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
Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.
AI Footprint
Water and energy footprint of AI use: chat prompts, agent sessions, methodology and sources.
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)
AI Footprint As a remote MCP server
claude mcp add --transport http ai-footprint https://footprint.pharmatools.ai/mcpCommands 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
Only Wayfound has
get_agent_detailsget_improvement_suggestions_for_agentsget_manager_analysis_for_agentlist_agents
Only AI Footprint has
compare_water_useestimate_ai_footprintestimate_session_footprintget_methodology
Both have
None
Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (AI Footprint as of 2026-10-18). More tools is not better in itself: compare what each needs for the job.
Settings each asks for
The marketplaces of AI Footprint publish no settings it asks for, so we do not compare settings.
What it can do: Wayfound · What it can do: AI Footprint · 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.