MemoryGraph
Rank #4270glama/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 #4270 of 58,832 servers tracked on MCP Toplist, and its repository has 205 GitHub stars. MemoryGraph is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 18, 2026.
Ranks ahead of 54,562 of 58,832 servers on MCP Toplist.
Use MemoryGraph
MemoryGraph doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
memory-graph
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is MemoryGraph?
- 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.
- Who maintains MemoryGraph?
- MemoryGraph is maintained by memory-graph, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MemoryGraph an official MCP server?
- MemoryGraph is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MemoryGraph have?
- MemoryGraph ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MemoryGraph?
- The source code for MemoryGraph is hosted at github.com/memory-graph/memory-graph.