Databases MCP Servers — Page 28

2,205 published MCP servers in this category · page 28 of 37 · all categories

PostgreSQL MCP Server

A Model Context Protocol (MCP) server that provides PostgreSQL database management capabilities. This server assists with analyzing existing PostgreSQL setups, providing implementation guidance, and debugging database…

Databases

PostgreSQL MCP Server (Model Context Protocol)

A FastMCP-powered Model Context Protocol server that gives AI assistants (Claude, Cursor, etc.) full, structured access to a PostgreSQL database — no SQL knowledge required from the user.

Databases

PostgreSQL Performance MCP

A Model Context Protocol (MCP) server for PostgreSQL database performance analysis and optimization.

Databases

PostgreSQL Performance (read-only)

Read-only PostgreSQL performance diagnostics: slow queries, EXPLAIN, index advice, locks, functions

Databases

PostgreSQL Performance Tuner

provides AI-powered PostgreSQL performance tuning capabilities.

DatabasesPython

Postgres (read-only)

Read-only Postgres: drop-in for the archived server-postgres, with schema context.

Databases

Postgres-redis-compose-generator

Postgres + Redis Compose Generator

DatabasesRemote

Postgres URL Shape

Check a Postgres URL shape. Credentials discarded.

DatabasesRemote

Posthive

MCP server for Posthive — schedule posts to 11 social platforms from Claude, Cursor, Windsurf, or any MCP-compatible AI agent

DatabasesTypeScript

Pour Picks

Query the Pour Picks bourbon & whiskey database from Claude, or any MCP-compatible AI client. Read-only access to 4,700+ bottles with structured tasting profiles, prices, pairings, and community…

DatabasesRemote

Powerbi

Power BI Modeling MCP Server - Node.js client package for installing and running the Power BI Modeling MCP server

Databases

Preloop

Use Preloop to **onboard existing agents** with one command, and to **deploy event-driven agentic automations** with governed tools and budgets.

AI & ML ServicesRemoteGo

PREST

Stdio MCP adapter bridging AI clients to pREST’s HTTP /_mcp endpoint for PostgreSQL APIs.

Databases

Pretensor

Combine extras with comma separation, e.g. `pip install 'pretensor[postgres,clustering]'`.

DatabasesPython

PricePilot — Free CPG Pricing Intelligence

Status: retired (2026). PricePilot ran as a live, public MCP server. It was listed in Anthropic's MCP directory, on Glama and Smithery, and in several other MCP directories, and all six tools were…

AI & ML ServicesRemote

Priorbit — IP database for agents

US patents, applications and trademarks with full claims, owners, drawings and live USPTO records.

DatabasesRemote

prisma-mcp

The Model-Context-Protocol (MCP) gives LLMs a way to call APIs and thus access external systems in a well-defined manner.

DatabasesRemote

Project Synapse MCP

Project Synapse is an MCP (Model Context Protocol) server that combines a Neo4j 2026.x graph database with an Obsidian Markdown wiki to create a

DatabasesPython

prometheus-mcp-server

A Model Context Protocol (MCP) server for retrieving data from Prometheus databases. This MCP server enables Large Language Models (LLMs) to invoke tool functions that retrieve and analyze vast…

Monitoring & Observability

Prompt Book

MCP server for Notion prompts database

DatabasesTypeScript

Promptbuilder

MCP server for Prompt Builder — search, retrieve, and compile prompt components from a community vault using semantic search (pgvector) and

Developer Tools

Pubchem

PubChem MCP — NIH chemistry compound database (no auth)

DatabasesRemote

pubchem-mcp

An MCP (Model Context Protocol) server for accessing PubChem data. This server provides tools for querying the PubChem database for compounds, substances, bioassays, and related information.

Databases

Pubmed MCP

A Model Context Protocol (MCP) server that provides access to PubMed's E-utilities API for searching and downloading scientific articles. This server

Research & Scientific ComputingPython

Pulse Backend MCP Server

A Model Context Protocol (MCP) server that provides BigQuery access and specialized data tools for developers within our company to increase productivity.

Databases

PuppyGraph

# PuppyGraph MCP Server Model Context Protocol (MCP) server for [PuppyGraph](https://puppygraph.com), allowing Claude to query the graph using

Databases

PyChroma MCP

PyChroma MCP connects a local ChromaDB collection to an assistant for document ingestion, embedding configuration and semantic retrieval.

DatabasesPython

Py MCP Mssql

A Model Context Protocol server implementation in Python that provides access to Microsoft SQL Server databases. This server enables Language Models

DatabasesPython

Pypi Query

A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking.

DatabasesPython

Pyspark-mcp

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

Databases

Pz

MCP Server for Project Zomboid mod development

DatabasesTypeScript

Qdrant MCP

MCP server that wraps the Qdrant vector database API as tools.

Databases

qdrant-mcp-server

A Model Context Protocol (MCP) server that provides semantic code search capabilities using Qdrant vector database and OpenAI embeddings.

AI & ML Services

Qdrant MCP Server

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

Databases

Qdrant MCP Server

An MCP server for interacting with Qdrant vector database. This server provides tools for managing vectors, performing similarity searches, and automatic text-to-vector embedding using the MCP…

Databases

Qdrant Rag MCP

A context-aware Model Context Protocol (MCP) server that provides semantic search capabilities across your codebase using Qdrant vector database. Now

DatabasesPython

Qdrant Retrive

MCP server for semantic search with Qdrant vector database

Databases

Quadratic

AI access to Quadratic spreadsheets: open files, run Python/SQL, query connected databases.

DatabasesRemote

Qualien-mcp

qualien-mcp is a composite MCP gateway for SDET / QE work. It aggregates Model Context Protocol servers behind one connection, with a curated catalog of 21 testing-relevant servers, per-tool allow/deny, and…

Developer Tools

Quarkus MCP Servers Java Docker

Server MCP (Model Context Protocol) universali basati su Quarkus. Supporta database JDBC, filesystem, container Docker e molto altro con un singolo

Databases

Quarry

Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default.

DatabasesPython

QueryBear

Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-level controls.

DatabasesRemote

Query Forge

Enterprise SQL query optimizer and performance analyzer.

DatabasesRemote

QueryPilot

Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals

Databases

Querysharp Postgresql Performance Fixer

A Model Context Protocol (MCP) server for Querysharp, enabling AI assistants to help you analyze and optimize your PostgreSQL database performance directly from your code editor.

Databases

Queryshield

Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.

DatabasesPython

QueryWeaver

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

DatabasesPython

QuestDB Web Console MCP Server

An MCP server that connects coding agents (Claude Code, Codex, Cursor, OpenCode, Gemini CLI) to a running QuestDB Web Console. The agent gets tools to create notebook cells, run queries, and build…

Databases

Queue AIops

Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.

Databases

Quickbooks Online By Cdata

CData JDBC Driver connects to QuickBooks Online by exposing them as relational SQL models.

DatabasesRemote

QuickBooks Online MCP

Every QuickBooks Online Accounting entity, plus an offline SQLite mirror and AR/AP aging.

Finance & Market Data

Quickbooks Time By Cdata

CData JDBC Driver connects to QuickBooks Time by exposing them as relational SQL models.

DatabasesRemote

QuintaDB

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

DatabasesRemote

QuintaDB

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

DatabasesRemote

QuintaDB

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

DatabasesRemote

R3

Local Redis memory MCP for AI apps with hybrid caching and optional Mem0 cloud backup.

Databases

Rabbitmq-elasticsearch-mongodb-stack-generator

RabbitMQ + Elasticsearch + MongoDB Stack Generator

DatabasesRemote

Rabbitmq-elasticsearch-mysql-stack-generator

RabbitMQ + Elasticsearch + MySQL Stack Generator

DatabasesRemote

Rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearch

RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch)

DatabasesRemote

Rabbitmq-elasticsearch-postgres-stack-generator-mongo

RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)

DatabasesRemote

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