Integrations

Building a graph shouldn't start with an export pipeline.

Point CognoDB at where your data already lives — object storage, a warehouse, a stream — and load it directly from the console's import flow.

Data sources

Load from eleven places.

Amazon S3

CSV and Parquet straight from buckets

Google Cloud Storage

Same-region loads at storage speed

Azure Blob Storage

Container-level batch imports

BigQuery

Query results into the graph

Snowflake

Warehouse tables as nodes and edges

PostgreSQL

Tables and foreign keys → nodes and relationships

Apache Kafka

Streaming ingest with idempotent MERGE

Apache Spark

Bulk transforms feeding batch loads

Delta Lake

Lakehouse tables, versioned reads

Apache Iceberg

Open table format, direct import

CSV & Parquet upload

Drag-and-drop CSV or Parquet

Drivers

The client library is the official one.

CognoDB speaks Bolt 5.0–5.4, so the official Neo4j drivers — Python, JavaScript, Go, Java, .NET — connect without modification. There is no CognoDB SDK to adopt, and none to be locked into.

AI clients

Agents connect over MCP.

The MCP server exposes schema inspection and Cypher to any compatible client.

ClaudeCursorWindsurfClineZedJetBrainsWarpGemini CLI

Idempotent by habit

Loads you can re-run.

Import flows generate MERGE-based writes, so replaying a batch or a stream can't duplicate the graph.

The shape every connector emitscypher
UNWIND $rows AS row
MERGE (c:Customer {id: row.customer_id})
MERGE (p:Product  {sku: row.sku})
MERGE (c)-[o:PLACED {order: row.order_id}]->(p)
  ON CREATE SET o.at = row.ts

Start now

~98.7%

token efficiency at 2,000 entities — see the footnotes above

Bring a bucket, leave with a graph.

The free tier includes the import flow — try it against a real file.

Start free View the quickstart

First-graph path

Live

  1. Create a free instance

    No card. Ready in about a minute.

  2. Connect your driver

    bolt+ssc:// URI into the driver you already use.

  3. Write two MERGEs

    That's the entire shape of agent memory.

  4. Point an agent at it

    One MCP config block. No integration code.