---
title: "Memgraph"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/memgraph/"
jsonUrl: "https://toolvitals.com/api/agent/tools/memgraph"
indexable: false
---

# Memgraph

In-memory graph database

## Decision context

- Status: data pending
- ToolVitals score: Not collected
- Health score: Not collected
- Shipping score: Not collected
- Score mode: not scored
- Data confidence: 90/100
- Source coverage: 90/100
- Last evidence check: 2026-09-15

## Classification

- Use case: Database Systems (database-systems)
- Category: Databases (database)
- Tool mode: Source-visible project
- Openness: License unknown
- License: Other
- Tags: database, graph, query, open-source, ai, ai-agents, ai-memory, context-graph, cypher, enterprise-context, graph-algorithms, graph-analysis, graph-database, graphrag, kafka, nosql

## Public repository signals

- Repository: [memgraph/memgraph](https://github.com/memgraph/memgraph)
- Stars: 4561 (adoption context only)
- Forks: 283
- Open issues: 815
- Last commit date: 2026-09-15
- Releases in 90 days: 4

## Source receipts

- [Official website](https://memgraph.com/) — checked 2026-09-15
- [Source repository](https://github.com/memgraph/memgraph) — checked 2026-09-15

## Discovery status

- Search indexable: no
- Reason: thin or data-pending tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.