io.github.qso-graph/sota-mcp vs Stellar Memory
io.github.qso-graph/sota-mcp is an MCP server published by qso-graph. Marketplaces we read that list it: 2 (Official MCP Registry, PyPI (MCP servers)). Stellar Memory is an MCP server published by sangjun0000. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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 |  io.github.qso-graph/sota-mcp | |
|---|---|---|
| Official MCP Registry | Listed Version: 0.2.1 Downloads/month (PyPI): 1 733 Downloads/week (PyPI): 138 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
Listed Version: 1.0.3 Downloads/month (npm): 276 Downloads/week (npm): 17 Not marked · First seen |
| PyPI (MCP servers) | Listed Version: 0.2.0 Downloads/month (PyPI): 1 733 Downloads/week (PyPI): 138 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
Not listed |
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 | io.github.qso-graph/sota-mcp | Stellar Memory |
|---|---|---|
| Marketplaces that list it (differs) | 2 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 1 | No figure on GitHub |
| Forks (GitHub) (differs) | 0 | No figure on GitHub |
| Last release (differs) | 2026-10-26 | Not published |
| Where it runs (differs) | On your machine (sota-mcp) | On your machine (stellar-memory) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 4, secrets among them: 0 |
| Licence (differs) | GPL-3.0-or-later | Not stated |
| Repository (differs) | github.com/qso-graph/sota-mcp | Not stated |
| Changes in the last 7 days (differs) | 1 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
io.github.qso-graph/sota-mcp
Summits on the Air MCP server. Summit lookup, spots, alerts, nearby summits.
Stellar Memory
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-native.
How to run each
io.github.qso-graph/sota-mcp As a local MCP server: PyPI package
claude mcp add --transport stdio sota-mcp -- uvx sota-mcpStellar Memory As a local MCP server: npm package
claude mcp add --transport stdio stellar-memory -- npx -y stellar-memoryCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of io.github.qso-graph/sota-mcp publish no settings it asks for, so we do not compare settings.
What it can do: io.github.qso-graph/sota-mcp · What it can do: Stellar Memory · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.