MemoryGraph
Rank #1,444glama/memory-graph
A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.
MemoryGraph is a Model Context Protocol (MCP) server published by memory-graph. It ranks #1,444 of 76,851 servers tracked on MCP Toplist, and its repository has 220 GitHub stars. MemoryGraph is listed on Glama, with 6 release tags tracked from its GitHub repository. It was first listed on Dec 23, 2025 and most recently updated on Jul 6, 2026.
Ranks ahead of 75,407 of 76,851 servers on MCP Toplist.
Listed on 1 registry
memory-graph
GitHub releases (6)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.13.0 | Jul 6, 2026 |
| v0.12.4 | Feb 12, 2026 |
| v0.12.3 | Feb 10, 2026 |
| v0.12.2 | Dec 24, 2025 |
| v0.12.1 | Dec 23, 2025 |
| v0.12.0 | Dec 23, 2025 |
Frequently asked questions
- Who maintains MemoryGraph?
- MemoryGraph is maintained by memory-graph, which publishes 2 MCP servers (12 total versions) tracked on MCP Toplist.
- Is MemoryGraph listed on the Official MCP Registry?
- MemoryGraph is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MemoryGraph have?
- No registry surfaces explicit version metadata for MemoryGraph; MCP Toplist tracks 6 release tags from its GitHub repository, most recently published on Jul 6, 2026.
- Where can I find the source code for MemoryGraph?
- The source code for MemoryGraph is hosted at github.com/memory-graph/memory-graph.