AsterMind MCP vs WhichModel
AsterMind MCP is an MCP server published by AsterMindAI. Marketplaces we read that list it: 1 (Official MCP Registry). WhichModel is an MCP server published by Which-Model. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. 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 |  AsterMind MCP | |
|---|---|---|
| Official MCP Registry | Listed Version: 0.1.0 Downloads/month (npm): 222 Downloads/week (npm): 35 Forks (GitHub): 1 Stars (GitHub): 1 Not marked · First seen |
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 | AsterMind MCP | WhichModel |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 | No figure on GitHub |
| Forks (GitHub) (differs) | 1 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (@astermind/astermind-mcp) | Remote server (whichmodel.dev/mcp) |
| Transport (differs) | stdio | 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/astermindai/astermind-mcp | github.com/whichmodel/whichmodel-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Answered with HTTP 404 (35 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
AsterMind MCP
On-device reranking that cuts RAG context tokens ~67% while keeping a relevant passage.
WhichModel
Cost-optimized LLM model routing recommendations for autonomous AI agents
How to run each
AsterMind MCP As a local MCP server: npm package
claude mcp add --transport stdio astermind-mcp -- npx -y @astermind/astermind-mcpWhichModel As a remote MCP server
claude mcp add --transport http whichmodel https://whichmodel.dev/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only WhichModel 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: AsterMind MCP · What it can do: WhichModel · 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.