CompletionKit vs StayCharted AMT
CompletionKit is an MCP server published by completionkit.com. Marketplaces we read that list it: 1 (Official MCP Registry). StayCharted AMT is an MCP server published by staycharted.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. 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 |  CompletionKit |  StayCharted AMT |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 Forks (GitHub): 1 Stars (GitHub): 3 Not marked · First seen |
Listed Version: 1.0.13 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 | CompletionKit | StayCharted AMT |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 3 | No figure on GitHub |
| Forks (GitHub) (differs) | 1 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (completionkit.com/mcp) | Remote server (amt.staycharted.com/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/homemade-software-inc/completion-kit | Not stated |
| 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 2026-10-24 | Responded 16 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
CompletionKit
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
StayCharted AMT
Use your own trained text and picture classification models from any AI assistant.
How to run each
CompletionKit As a remote MCP server
claude mcp add --transport http evals https://completionkit.com/mcp --header "Authorization: Bearer <YOUR_TOKEN>"Requires: Authorization header
StayCharted AMT As a remote MCP server
claude mcp add --transport http amt https://amt.staycharted.com/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only the endpoint of StayCharted AMT responded at the last daily 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: CompletionKit · What it can do: StayCharted AMT · Compare two other plugins
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.