io.github.NeerajG03/vector-memory vs io.github.xultrax-web/agent-memory-mcp
io.github.NeerajG03/vector-memory is an MCP server published by NeerajG03. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.xultrax-web/agent-memory-mcp is an MCP server published by xultrax-web. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-20. 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.xultrax-web/agent-memory-mcp | |
|---|---|---|
| Official MCP Registry | Listed Version: 0.4.4 Downloads/month (PyPI): 382 Downloads/week (PyPI): 67 Not marked · First seen |
Listed Version: 0.15.0 Downloads/month (npm): 351 Downloads/week (npm): 54 Forks (GitHub): 0 Stars (GitHub): 1 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.NeerajG03/vector-memory | io.github.xultrax-web/agent-memory-mcp |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | No figure on GitHub | 1 |
| Forks (GitHub) (differs) | No figure on GitHub | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp-server-vector-memory) | On your machine (@xultrax-web/agent-memory-mcp) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 3, secrets among them: 0 |
| Licence | Not stated | Not stated |
| Repository (differs) | Not stated | github.com/xultrax-web/agent-memory-mcp |
| 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.NeerajG03/vector-memory
Semantic document memory using Redis vector store. Save and recall files with natural language.
io.github.xultrax-web/agent-memory-mcp
Markdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.
How to run each
io.github.NeerajG03/vector-memory As a local MCP server: PyPI package
claude mcp add --transport stdio vector-memory -- uvx mcp-server-vector-memoryio.github.xultrax-web/agent-memory-mcp As a local MCP server: npm package
claude mcp add --transport stdio agent-memory-mcp -- npx -y @xultrax-web/agent-memory-mcpCommands 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.NeerajG03/vector-memory publish no settings it asks for, so we do not compare settings.
What it can do: io.github.NeerajG03/vector-memory · What it can do: io.github.xultrax-web/agent-memory-mcp · 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.