Hashgrid DNA (local) vs io.github.CalBearKen/ls-search
Hashgrid DNA (local) is an MCP server published by hashgrid.ai. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.CalBearKen/ls-search is an MCP server published by CalBearKen. 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 |  Hashgrid DNA (local) | |
|---|---|---|
| Official MCP Registry | Listed Version: 1.3.0 Forks (GitHub): 0 Stars (GitHub): 4 Not marked · First seen |
Listed Version: 1.0.1 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 | Hashgrid DNA (local) | io.github.CalBearKen/ls-search |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 4 | No figure on GitHub |
| Forks (GitHub) (differs) | 0 | No figure on GitHub |
| Last release (differs) | 2026-10-24 | Not published |
| Where it runs (differs) | On your machine (hashgrid) | Remote server (liangsearch.aioniq.ai/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 5, secrets among them: 3 | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/hashgrid-labs/sdk | github.com/calbearken/trace |
| Changes in the last 7 days (differs) | 5 | 0 |
| First seen (differs) | 2026-10-19 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Not responding since 2026-10-13 |
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
Hashgrid DNA (local)
Search that learns from feedback, over text and images: embeds locally, sends DNA only vectors.
io.github.CalBearKen/ls-search
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.
How to run each
Hashgrid DNA (local) As a local MCP server: PyPI package
claude mcp add --env "HASHGRID_API_KEY=<YOUR_HASHGRID_API_KEY>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --env "VOYAGE_API_KEY=<YOUR_VOYAGE_API_KEY>" --transport stdio sdk -- uvx --with "fastembed>=0.7" hashgrid mcpRequires: HASHGRID_API_KEY (secret), OPENAI_API_KEY (secret), VOYAGE_API_KEY (secret)
io.github.CalBearKen/ls-search As a remote MCP server
claude mcp add --transport http ls-search https://liangsearch.aioniq.ai/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only io.github.CalBearKen/ls-search 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
The marketplaces of io.github.CalBearKen/ls-search publish no settings it asks for, so we do not compare settings.
What it can do: Hashgrid DNA (local) · What it can do: io.github.CalBearKen/ls-search · 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.