Databases MCP Servers

Manage Supabase projects, databases and secrets via API. Create projects, configure Postgres, manage branches and secrets from any AI agent.

Connect your Airtable bases to your AI agent. Query records, edit spreadsheets, and build automated workflows naturally via chat.

Empower your AI agent to query massive datasets via BigQuery. Execute Standard SQL, track active jobs, and inspect table schemas natively.

Bring your absolute data cloud into your AI editor. Execute queries, list warehouses, and map complex schemas natively.

Execute SQL queries, manage databases, and analyze data on Snowflake with AI agents.

Execute RAG queries against Azure AI Search natively. Search vectors, full-text documents, and audit cloud indexes directly from your AI agent.

Empower your AI with enterprise retrieval. Run full-text search, semantic queries, and inspect cognitive skillsets on your Azure indexes.

Manage vector embeddings and SQL via ClickHouse. List databases, execute SQL, and perform high-speed vector searches directly from any AI agent.

Empower vector search via Elasticsearch. Perform dense vector kNN searches, handle index mappings, and index embedding documents directly from any AI agent.

Manage vector storage via MongoDB Atlas. Perform similarity searches, query MQL documents, and audit collections.

Run vector similarity searches, manage embedding tables, and build AI-powered retrieval pipelines. All directly inside your existing PostgreSQL database.

Equip your AI agent to manage your Pinecone vector databases. Query embeddings, fetch metrics, manage collections, and run stats natively via chat.

Equip your AI to directly query, manage, and manipulate key-value data structures inside your serverless Upstash Redis databases.

Connect your AI to Supabase. Execute database queries, manage users, and trigger PostgreSQL functions directly from your terminal.

Manage serverless PostgreSQL databases via Neon. Provision projects, branches, endpoints and roles from any AI agent.

This MCP does exactly one thing: it manages items in a single Amazon DynamoDB Table. That's its only function, and nothing else. Incredible for giving your AI a secure NoSQL database.

This MCP does exactly one thing: it manages documents in a single Azure Cosmos DB Container. That's its only function, and nothing else. Incredible for giving your AI a secure NoSQL database.

Manage vector embeddings via Chroma. List collections, query embeddings, and audit document counts directly from any AI agent.

Manage distributed SQL clusters via CockroachDB Cloud. Track clusters, monitor nodes, and audit network allowlists directly from any AI agent.

Enable your AI agent to manage Kafka clusters, topics, and environments via the Confluent Cloud API.

Manage vector search and NoSQL via Couchbase. Execute N1QL queries, perform KNN vector searches, and audit documents directly from any AI agent.

Manage vectorized data via LanceDB. Perform similarity searches, create tables, and manage multi-modal embeddings.

Provision, branch, and manage serverless MySQL databases dynamically via AI.

Equip your AI to autonomously manage embeddings, run KNN similarity searches, and administrate vector indexes natively inside your Redis stack.

Connect your AI to Supabase Vector. Execute pgvector semantic searches, manage embeddings, and run relational database queries directly from your terminal.

Manage blockchain data. Audit wallets, NFTs, and transactions via AI.

Open-source backend-as-a-service. Manage databases, storage, and users via AI.

Manage serverless Redis via Upstash REST API. Execute commands, manage data structures and monitor your database from any AI agent.

Interact with your Convex backend directly. Execute queries, mutations, and actions from any AI agent.

This MCP does exactly one thing: it manages documents in a single Google Firestore Collection. That's its only function, and nothing else. Incredible for giving your AI a secure NoSQL database.

Manage your Meilisearch instance. Handle indexes, documents, and search configurations directly from your AI agent.

Generate deterministic SHA-256 fingerprints of any JSON object. Keys are automatically sorted so {b:2,a:1} and {a:1,b:2} always produce the exact same hash. Essential for deduplication.