MaxGraph MCP Server
by rumemoryio.github.RuMemory/maxgraphv0.50.2
Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.
context tax
pending
security
pending
cold start
pending
freshness
pending
Our reading of MaxGraph, from the data
MaxGraph is a memory MCP server from rumemory, listed in the official MCP Registry.
We haven't measured its tool list yet, so its token cost is unknown.
With 2 GitHub stars it ranks #601 of 1,597 memory servers we index.
It runs as a hosted endpoint, so there is nothing to install and needs one secret (MEMORY_TOKEN); use a scoped, least-privilege key.
Install MaxGraph MCP server
No published package or hosted endpoint yet — see the repository README for build-from-source instructions.
Configuration
| Variable | Required | Secret | Description |
|---|---|---|---|
| MEMORY_TOKEN | yes | yes | Access token for the server (choose any strong value; the dashboard and MCP clients use the same one) |
Freshness
Not enough public signals yet to judge maintenance.
Last commit (default branch)
2026-10-18 · today · GitHub
Latest release
2026-10-18 · today · GitHub · v1.0.10
Package published
no data · npm/PyPI
Registry entry updated
2026-10-18 · today · official registry · v0.50.2
How it compares in Memory
Against the most-starred memory servers we index. Token cost is per model turn, measured from each server's live tool list.
| Server | Stars | Tools | Tokens / turn | Freshness | Runs |
|---|---|---|---|---|---|
| MaxGraph (this) | 2 | — | not measured | — | hosted |
| Memory | 91,356 | — | not measured | Active | local |
| Hindsight | 51,304 | — | not measured | Active | — |
| Codebase Memory | 46,873 | — | not measured | Active | local |
| Cognee | 32,506 | — | not measured | Active | — |
| Honcho | 7,681 | — | not measured | Active | hosted |
FAQ
›Does MaxGraph require an API key?
Yes. It expects MEMORY_TOKEN, of which 1 is a secret.
›Can I use MaxGraph as a remote (hosted) MCP server?
Yes. It is a hosted MCP server; connect to its URL with any client that supports remote MCP.
›Is MaxGraph in the official MCP registry?
Yes, as io.github.RuMemory/maxgraph.
Sources and method
- Official MCP Registry entry
- updated 2026-10-18
- GitHub repository
- fetched 2026-10-19
- Package registry (npm / PyPI)
- listed
- Last checked against all sources
- 2026-10-19
The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.
Alternatives to MaxGraph
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MemoryActiveMCP server for enabling memory for Claude through a knowledge graph
HindsightActiveHindsight: long-term memory for AI agents modeled on human memory.
Codebase MemoryActiveIndexes a repo into a persistent local knowledge graph of functions, classes, call chains, HTTP routes and cross-service links, using tree-sitter and LSP.
CogneeActiveMemory manager for AI apps and agents using graph and vector stores, with ingestion from many data sources.
HonchoActiveMemory that reasons: continual learning for stateful agents. Better context, fewer tokens.
FacebookMCP server for MemLab heap snapshot analysis — gives AI coding assistants tools to explore JavaScript heap snapshots, find memory leaks, and identify optimization opportunities