MCP Servers

Memory

✓★ 89,703

Knowledge graph-based persistent memory system

MCP Toolbox for Databases

✓★ 16,213

Open source MCP server specializing in easy, fast, and secure tools for Databases.

InstantDB

✓★ 10,391

Create, manage, and update applications on InstantDB, the modern Firebase.

Supabase MCP

✓★ 2,868

Official Supabase MCP server for managing Supabase projects, databases, auth, storage, edge functions, and SQL workflows from AI agents.

pg-aiguide

✓★ 1,800

Postgres skills and documentation to help AI coding tools generate better PostgreSQL code.

Qdrant

✓★ 1,505

Implement semantic memory layer on top of the Qdrant vector search engine

CloudBase AI ToolKit

✓★ 1,073

Go from AI prompt to live app in one click. CloudBase AI ToolKit is the bridge that connects your AI IDE (Cursor, Copilot, etc.) directly to Tencent CloudBase.

ClickHouse

✓★ 855

Query your ClickHouse database server.

Neon

✓★ 624

Interact with the Neon serverless Postgres platform

Redis MCP Server

✓★ 592

A natural language interface for agentic applications to manage and search data in Redis.

CentralMind Gateway

✓★ 544

Expose structured databases to AI agents via MCP or OpenAPI 3.1 protocols, with APIs optimized for AI workloads.

Massive MCP

✓★ 360

Real-time and historical stock, options, forex, crypto and futures data from Massive.com, formerly Polygon.io.

Apache Doris

✓★ 336

MCP Server For Apache Doris, an MPP-based real-time data warehouse.

MCP for Neo4j

✓★ 284

Connects to Neo4j graph databases with ability to use GDS functions ( when available), a read only mode , and set the sample size for schema detection

pgEdge PostgreSQL MCP Server

✓★ 219

100% Open Source Enterprise PostgreSQL MCP with natural language queries, hybrid search (pgvector+BM25)

MCP MariaDB Server

✓★ 190

Manage and query MariaDB databases using the Model Context Protocol (MCP), with support for SQL and vector search.

StarRocks

✓★ 184

Interact with StarRocks

Octagon

✓★ 146

Deliver real-time investment research with extensive private and public market data.

Tiger MCP

✓★ 114

Control Postgres database services running on Tiger Cloud with TimescaleDB and other PostgreSQL extensions.

OceanBase

✓★ 108

MCP Server for OceanBase database and its tools

Keboola MCP Server

✓★ 86

An MCP server for interacting with the Keboola Connection data platform.

Bankless Onchain

✓★ 80

Interact with blockchain data using the Bankless API.

Pinecone

✓★ 70

Connect AI tools with Pinecone projects to search, configure indexes, generate code, and manage data.

Teradata

✓★ 54

A collection of tools for managing the platform, addressing data quality and reading and writing to Teradata Database.

Dremio

✓★ 52

Integrate Large Language Models (LLMs) with the Dremio data lakehouse platform.

Prisma MCP

✓★ 47

Manage Prisma Postgres databases and backups using AI agents via local or remote servers.

Blockscout

✓★ 43

Access blockchain data like balances, tokens, and NFTs from Blockscout APIs. Supports multi-chain and progress notifications.

Astra DB

✓★ 41

A server for interacting with the Astra DB database-as-a-service built on Apache Cassandra.

Airtable

✓★ 40

Official Airtable MCP server and skills for working with bases, records, workflows, and business operations from AI agents.

Redis Cloud

✓★ 40

Interact with the Redis Cloud API to manage your Redis databases.