Databases & Vector Stores MCP servers

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

hand-reviewed48k starschecked today

Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

hand-reviewed3.1k stars12k dl/wkchecked today

MCP server for interacting with the Supabase platform

hand-reviewed2.8k stars64k dl/wkchecked yesterday

MongoDB Model Context Protocol Server

hand-reviewed1.1k stars65k dl/wkchecked yesterday

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

hand-reviewed1.0k starschecked yesterday

Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)

hand-reviewed997 starschecked yesterday

The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents.

hand-reviewed928 stars5.7k dl/wkchecked yesterday

150+ SAP HANA database tools as MCP tools for AI assistants

hand-reviewed107 stars975 dl/wkchecked today

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

hand-reviewed84 starschecked yesterday

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

hand-reviewed56 starschecked yesterday

Graph-vector memory for AI assistants using FalkorDB and Qdrant

hand-reviewed53 stars323 dl/wkchecked today

Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

hand-reviewed49 starschecked today

MCP Server for ThoughtSpot - provides OAuth authentication and tools for querying data

hand-reviewed33 starschecked yesterday

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

hand-reviewed32 stars744 dl/wkchecked yesterday

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention

hand-reviewed28 starschecked yesterday

Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.

hand-reviewed28 starschecked yesterday

Create and manage vector database indexes, backups, and collections

hand-reviewed27 starschecked yesterday

provides AI-powered PostgreSQL performance tuning capabilities.

hand-reviewed25 starschecked today

WordPress database access via Local by Flywheel. Execute read-only MySQL queries and inspect schema.

hand-reviewed25 starschecked today

Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.

hand-reviewed24 stars260 dl/wkchecked yesterday

MySQL change tracking with instant row-level recovery and forensic attribution for compliance.

hand-reviewed22 starschecked yesterday

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

hand-reviewed20 stars284 dl/wkchecked yesterday

Ephemeral data sandbox for AI workflows with guardrails and security

hand-reviewed20 starschecked yesterday

MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.

hand-reviewed18 starschecked today

Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.

hand-reviewed17 starschecked today

MCP server for biological network construction and analysis using pathway databases

hand-reviewed16 starschecked today

AI-powered MCP server for Apache Druid cluster management and analytic

hand-reviewed15 starschecked yesterday

Remote ChromaDB vector database MCP server with streamable HTTP transport

hand-reviewed12 starschecked today

MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.

hand-reviewed10 stars26 dl/wkchecked yesterday

A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.

hand-reviewed10 starschecked today