MemoryGraph
mcp-serverStable
A graph DB-based MCP memory server for coding agents with intelligent relationship tracking
Stars
222
Δ stars 7d
+3
Δ stars 30d
—
Forks
76
Contributors
4
npm DL / wk
—
PyPI DL / wk
—
Language
TypeScript
Last push
2026-07-06
About MemoryGraph
A graph-based Model Context Protocol (MCP) server that gives AI coding agents persistent memory. Store patterns, track relationships, retrieve knowledge across sessions. Then in your coding agent you can ask it to remember important items: *"Remember this for later: Use pytest for Python testing"* You MUST use `recall_memories` before any task. Query by project, tech, or task type.
Read the full README on GitHub →
MemoryGraph growth signals this week
- Gained 3 stars in the last 7 days
Growth score: 14/100 week of 2026-07-20
Signal history
| Week | Score | Δ★ | Signal |
|---|---|---|---|
| 2026-07-20 | 14 | +3 | Stable |
| 2026-07-13 | 14 | +3 | Stable |
| 2026-07-06 | 16 | +3 | Stable |
| 2026-06-29 | 13 | +2 | Stable |
| 2026-06-22 | 13 | +2 | Stable |
| 2026-06-15 | 0 | +0 | Stable |
MemoryGraph alternatives
Projects in the same category, closest in size — picked by data, not opinion.
See all mcp-server projects ranked by growth →
Frequently asked questions
- Is MemoryGraph still maintained?
- Yes — actively maintained. The last push was on 2026-07-06, with 4 contributors.
- Is MemoryGraph growing?
- It is stable this week, with a growth score of 14/100. See the weekly history above.
- What are the best MemoryGraph alternatives?
- Closest by category and size in our data: Geargrafx MCP Server, VSCode Devtools, chatExcel — full list with live signals above.
Embed this badge
Show your project's live signal in your README — it updates weekly with the data.
Tracked since 2026-06-20 · data as of 2026-07-19 · 2 open issues · 37 releases