Databases & Vector Stores MCP servers

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

hand-reviewed49k starschecked 4 days ago

MCP Toolbox for Databases enables your agent to connect to your database.

hand-reviewed16k starschecked 21 days ago

MCP Toolbox for Databases enables your agent to connect to your database.

hand-reviewed16k starschecked 21 days ago

Query databases from AI agents using connections configured in DBX.

hand-reviewed12k stars5.9k dl/wkchecked 22 days ago

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

hand-reviewed12k starschecked 19 days ago

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

hand-reviewed3.4k stars23k dl/wkchecked 6 days ago

MCP server for interacting with the Supabase platform

hand-reviewed2.9k stars79k dl/wkchecked 10 days ago

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

hand-reviewed1.8k stars54 dl/wkchecked 22 days ago

MongoDB Model Context Protocol Server

hand-reviewed1.1k stars206k dl/wkchecked 9 days ago

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

hand-reviewed1.1k starschecked 11 days ago

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

hand-reviewed1.1k starschecked 11 days ago

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

hand-reviewed1.1k stars9.7k dl/wkchecked 10 days ago

MCP server for Neo4j Aura Database Instance Manager.

hand-reviewed982 starschecked 17 days ago

SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

hand-reviewed867 starschecked yesterday

Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.

hand-reviewed843 starschecked 13 days ago

Query and analyze Apple Health CSV exports using DuckDB.

hand-reviewed557 stars412 dl/wkchecked 13 days ago

SQL analytics and data engineering for AI Assistants and IDEs

hand-reviewed506 starschecked 2 days ago

Read and write access to Airtable database schemas, tables, and records.

hand-reviewed455 stars3.0k dl/wkchecked 3 days ago

MCP Server for Snowflake from Snowflake Labs

hand-reviewed296 starschecked 4 days ago

Analyze T-SQL scripts for design, naming, and performance issues and prevent bad practices.

hand-reviewed235 starschecked 21 days ago

Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI

hand-reviewed206 starschecked 22 days ago

Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.

hand-reviewed170 starschecked yesterday

MCP server for Trino distributed SQL query engine access

hand-reviewed119 starschecked 3 days ago

Provides programmatic access to Tiger Cloud services, databases, and documentation.

hand-reviewed116 starschecked 4 days ago

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

hand-reviewed109 stars1.7k dl/wkchecked 7 days ago

Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.

hand-reviewed97 starschecked 15 days ago

Neo4j Graph Data Science MCP server

hand-reviewed96 starschecked 18 days ago

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

hand-reviewed84 starschecked 10 days ago

DynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents.

hand-reviewed82 stars4.4k dl/wkchecked 13 days ago

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

hand-reviewed71 starschecked 16 days ago