What can a ModuleX agent automate across Vector Database tools?

Vector stores an agent can query and update for semantic search, retrieval and embedding-backed workflows. A ModuleX agent drives them from a plain-English request, across queries, records, collections and collection infos, and no pre-built workflow is required: it picks the right action for the task, or the composer assembles a repeatable workflow from a description.

Which Vector Database integrations does ModuleX support?

ModuleX supports 4 Vector Database integrations, including Pinecone, Qdrant and Weaviate. Together they add up to 29 actions you can trigger from plain English.

Do agents use our own Vector Database credentials?

Yes. Vector Database integrations connect with your organization's own credentials (Custom). ModuleX stores them encrypted and scoped to your organization, so the whole team shares one secure connection.

How current is this Vector Database list?

This page is generated from the ModuleX integration registry, so the count, actions and auth methods stay in step with what the platform ships. Last updated Jul 2026.

Vector Database integrations

Vector stores an agent can query and update for semantic search, retrieval and embedding-backed workflows.

Start free Browse all integrations

ModuleX connects 4 Vector Database integrations and lets an agent run any of their 29 actions from a plain-English request. Ask for an outcome across queries, records and collections, the agent picks the right action, or the composer assembles a repeatable workflow from a description. No pre-built flow is required.

All 4 Vector Database integrations

PineconeManaged vector database for machine learning applications with serverless and pod-based deployments. Pass-through access to your own Pinecone project: vector similarity search, raw-text search on integrated-embedding indexes, index management, and vector upsert/delete via the native REST API.9 actions · Custom

QdrantHigh-performance vector database with advanced filtering capabilities for semantic search. Pass-through access to your own Qdrant instance: vector similarity search, collection management, and point upsert/delete via the native REST API.7 actions · Custom

WeaviateOpen-source vector database with built-in ML models and GraphQL API. Pass-through access to your own Weaviate instance: vector and text similarity search, schema management, and object insert/delete via the native GraphQL + REST APIs.7 actions · Custom

MongoDB AtlasMongoDB Atlas with Vector Search: semantic search on your existing data via native $vectorSearch aggregations, plus database/collection introspection and document insert/delete. Uses the PyMongo async driver with your own connection string.6 actions · Custom

What agents automate here

Query queriesquery
Find recordssearch_records
List, create and remove collectionslist_collectionscreate_collectiondelete_collection
Pull up collection infosget_collection_info
List, create and remove classeslist_classescreate_classdelete_class
Pull up class statsget_class_stats

Nearby categories

Productivity & Collaboration integrationsDocs, notes, wikis and shared workspaces an agent can read, update and keep in sync as work happens.21 integrations Developer Tools & Infrastructure integrationsSource control, CI, package registries and deploy targets an agent can drive straight from a request.19 integrations Marketing & Advertising integrationsCampaign, email, ads and content platforms an agent can launch, adjust and report on from plain English.17 integrations

Vector Database integrations FAQ

Vector stores an agent can query and update for semantic search, retrieval and embedding-backed workflows. A ModuleX agent drives them from a plain-English request, across queries, records, collections and collection infos, and no pre-built workflow is required: it picks the right action for the task, or the composer assembles a repeatable workflow from a description.

Put your Vector Database stack to work.

Start free Browse all integrations

Connect 4 Vector Database integrations and run 29 actions from plain English, using your organization’s own credentials.

Last updated: Jul 2026 · 179 integrations in the catalog