Awesome MCP Servers

An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.

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

Transforms raw text into interconnected knowledge graphs and generates insights using a Neo4j database.

Retrieve and analyze time-series data from Prometheus databases using PromQL queries.

A Prometheus MCP server with full API support for comprehensive management and deep interaction with Prometheus beyond basic query support. Written in go, it is a single binary install that is capable of STDIO, SSE, and HTTP transports for complex deployments.

Provides comprehensive access to PubChem's chemical information database via the PubChem PUG REST API.

Access PubChem's database for chemical compounds, substances, and bioassays.

An AI-powered server that generates PyAirbyte pipeline code and instructions using OpenAI and connector documentation.

Build custom MCP tools on any datasource and ship them to any agent builder from one control plane—using only SQL and a secure link.

A Python MCP server for Microsoft SQL Server, enabling schema inspection and SQL query execution.

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

A toolkit for loading data into the Qdrant vector database, supporting AI-powered development workflows.

Semantic search using the Qdrant vector database.

A knowledge graph implementation with semantic search powered by the Qdrant vector database.

Access comprehensive enterprise data from the Qixin Open Platform APIs.

An MCP server for integrating with and querying q/kdb+ databases.

Download and query stock market data using the QMT platform.

A Windows-optimized server for performing data analytics on JSON and CSV files, designed for Claude Desktop integration.

An MCP server for Quickbase, enabling seamless integration with AI assistants like Claude Desktop.

A read-only MCP server for querying live QuickBooks Online data. Requires a separate CData JDBC Driver for QuickBooks Online.

Access the Quran API from alquran.cloud to retrieve accurate Quranic text and reduce LLM hallucinations.

Interact with the Quran.com corpus using their official REST API v4.

An MCP interface for the rails-pg-extras gem, providing PostgreSQL metadata and performance analysis through LLM prompts.

An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.

Query Dutch RDW vehicle registration data for vehicle information, fuel, and emissions data using the official RDW open data API.

Execute queries and retrieve results using the Redash API.

A server for interacting with Redis databases.

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

An MCP server for interacting with Redis databases, enabling LLMs to access key-value stores.

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