basemind vs Paparats MCP: Self-Hosted Semantic Code Search
basemind is a plugin bundle for AI coding tools published by Na'aman Hirschfeld. Marketplaces we read that list it: 1 (Community GitHub marketplaces). Paparats MCP: Self-Hosted Semantic Code Search is an MCP server published by IBazylchuk. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-27. 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 |  Paparats MCP: Self-Hosted Semantic Code Search | |
|---|---|---|
| Community marketplace goldziher/basemind | Listed Version: 0.31.0 Forks (GitHub): 21 Stars (GitHub): 113 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 2.15.4 Downloads/month (npm): 1 534 Downloads/week (npm): 294 Forks (GitHub): 1 Stars (GitHub): 11 Not marked · First seen |
| npm registry (MCP servers) | Not listed | Listed Version: 2.15.3 Downloads/month (npm): 1 534 Downloads/week (npm): 294 Forks (GitHub): 1 Stars (GitHub): 11 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 | basemind | Paparats MCP: Self-Hosted Semantic Code Search |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 113 (better) | 11 (worse) |
| Forks (GitHub) (differs) | 21 (better) | 1 (worse) |
| Last release (differs) | 2026-10-22 (worse) | 2026-10-27 (better) |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (@paparats/cli) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Hooks it runs (differs) | 5 | Not published |
| Parts of the bundle (differs) | 21 | Not a bundle |
| Licence | MIT | MIT |
| Repository (differs) | github.com/goldziher/basemind | github.com/ibazylchuk/paparats-mcp |
| Changes in the last 7 days (differs) | 1 | 20 or more |
| First seen (differs) | 2026-10-19 | 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
basemind
Full AI context layer over MCP — tree-sitter code-map, document RAG (PDF/Office/HTML/email + OCR + reranker), shared agent memory, on-demand web crawl, git history + blame + per-symbol diff. 300+ languages, 10+ coding-agent harnesses, content-addressed Fjall + LanceDB.
Paparats MCP: Self-Hosted Semantic Code Search
Self-hosted semantic code search MCP for Claude Code & Cursor. Multi-repo, AST-aware, stays local.
How to run each
basemind As a Claude Code plugin
/plugin marketplace add goldziher/basemind
/plugin install basemind@basemindPaparats MCP: Self-Hosted Semantic Code Search
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: basemind · What it can do: Paparats MCP: Self-Hosted Semantic Code Search · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.