io.github.Anarkitty1/semantic-frame vs sqz
io.github.Anarkitty1/semantic-frame is an MCP server published by Anarkitty1. Marketplaces we read that list it: 1 (Official MCP Registry). sqz is an MCP server published by ojuschugh1. 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 |  io.github.Anarkitty1/semantic-frame |  sqz |
|---|---|---|
| Official MCP Registry | Listed Version: 0.2.1 Downloads/month (PyPI): 151 Downloads/week (PyPI): 49 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
Listed Version: 2.1.1 Forks (GitHub): 44 Stars (GitHub): 651 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 | io.github.Anarkitty1/semantic-frame | sqz |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 (worse) | 651 (better) |
| Forks (GitHub) (differs) | 0 (worse) | 44 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (semantic-frame) | On your machine (sqz-mcp) |
| Transport | stdio | stdio |
| 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/anarkitty1/semantic-frame | github.com/ojuschugh1/sqz |
| Changes in the last 7 days | 0 | 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.Anarkitty1/semantic-frame
Token-efficient semantic compression for numerical data. 95%+ token reduction.
sqz
Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.
How to run each
io.github.Anarkitty1/semantic-frame As a local MCP server: PyPI package
claude mcp add --transport stdio semantic-frame -- uvx semantic-framesqz
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands 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
Neither one's marketplaces publish the settings it asks for.
What it can do: io.github.Anarkitty1/semantic-frame · What it can do: sqz · 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.