# Memgraph

**Canonical:** https://apis.io/providers/memgraph/  
**Website:** https://memgraph.com  
**APIs profiled:** 3

Memgraph is an open-source, high-performance in-memory graph database built in C++ for real-time graph analytics, GraphRAG, and agentic AI. Its primary interface is Cypher executed over the Bolt wire protocol (TCP port 7687) via standard graph drivers - it is not a REST API. Memgraph also ships MAGE graph algorithms, the GQLAlchemy Python OGM, the Memgraph Lab visual interface, a WebSocket log-monitoring channel, and an Enterprise Prometheus-style metrics HTTP endpoint.

## Kin Score — 32.6 / 100 (thin)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 32.6).

| Facet | Score |
|---|---|
| Discoverability | 64.8 |
| Contract Quality | 45.6 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 34.2 |
| Developer Ergonomics | 11.9 |
| Commercial Clarity | 39.5 |
| Access Clarity | 39.5 |

## Agent readiness — 20.0 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | na |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | na |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | na |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |

## Access

Freemium (free trial) — onboarding: unknown, pricing: freemium, trial: yes (confidence: medium).

## APIs (3)

- **Memgraph MAGE Algorithms** — MAGE (Memgraph Advanced Graph Extensions) is an open-source library of graph algorithms and query modules - traditional, dynamic, and ML-driven - invoked as Cypher procedures (C...
- **Memgraph Lab** — Memgraph Lab is a lightweight visual interface for writing Cypher queries, visualizing graph results, importing data, and inspecting query modules. The Lab application itself co...
- **Memgraph Monitoring API** — The Monitoring API from Memgraph — 1 operation(s) for monitoring.

## Agentic access (1)

- **Memgraph Agentic Access** — 1 operation

## Security (1)

- **Memgraph Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Memgraph Plans Pricing**

## Tags

Graph Database, In-Memory, Cypher, Bolt, Real-Time

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/memgraph/). Scores are computed from the provider's own public artifacts under a published rubric.