Discover Awesome MCP Servers

MotherDuck

An MCP server for MotherDuck and local DuckDB.

StarRocks MCP Server

Acts as a bridge between AI assistants and StarRocks databases, allowing for direct SQL execution and database exploration without requiring complex setup or configuration.

Apache Doris MCP Server

An MCP server for Apache Doris & VeloDB

Neo4j MCP Server

A fork of the Neo4j Model Context Protocol server that enables interaction with Neo4j knowledge graphs through environment variable configuration and improved options for remote connections.

InfluxDB MCP Server

A Model Context Protocol server that provides Claude with access to InfluxDB time-series database instances, enabling data writing, querying, and management of organizations and buckets through natural language.

Tradovate Tools

A Model Context Protocol server that enables interaction with the Tradovate API for managing trading contracts, positions, orders, and accounts.

Kagi Search

Kagi search API integration

Package Version

Suggests the latest stable package versions when writing code.

Erick Wendel Contributions

A Model Context Protocol server that enables AI agents to query Erick Wendel's talks, blog posts, and videos across different platforms using natural language.

GitHub Workflow Debugger

A utility that helps diagnose and fix GitHub Actions workflow failures by analyzing run logs, identifying common failure patterns, and suggesting specific fixes through a structured decision tree.

Dev Memory Server

Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects.

Loxo Recruitment

Enables interaction with the Loxo recruitment platform API, facilitating tasks such as candidate and job management, activity logging, and call queue management through AI assistants.

Unraid MCP Server

A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.

Penumbra Blockchain

Enables privacy-preserving interactions with the Penumbra blockchain, offering tools for transaction queries, validator set information, DEX state, and governance proposals.

MasterGO MCP Server

基于MasterGO构建MCP服务

Fantasy Premier League Server

A Model Context Protocol server that provides access to Fantasy Premier League data, allowing users to compare players, find team information, view gameweek data, and get FPL-related advice through Claude for Desktop and other MCP-compatible clients.

Perplexity MCP Zerver

advance mcp server utilizing Perplexity, without the need for an API key

DeepSeek MCP Server

Enables integration of DeepSeek's language models with MCP-compatible applications, offering features like chat completion, custom model selection, and parameter control for enhancing language-based interactions.

Retail Supply Chain Analysis Tool

Enables users to upload retail data, analyze trends, optimize inventory, and forecast sales using AI-powered insights, acting as a senior supply chain expert.

Monsoft MCPs

Allow to manage Issues and Project on Github

Database Utilities

DButils is an all-in-one MCP service that enables your AI to do data analysis by accessing versatile types of database (sqlite, mysql, postgres, and more) within a unified connection configuration in a safe way.

MySQL Database Server

Enables AI models to perform MySQL database operations through a standardized interface, supporting secure connections, query execution, and comprehensive schema management.

Perplexity-researcher-mcp

This TypeScript-based server implements a simple notes system using MCP concepts, enabling users to create, list, and summarize text notes through natural language prompts.

AiDD

AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.

Perplexity Advanced MCP

An advanced integration package that leverages OpenRouter and Perplexity APIs to provide enhanced web search capabilities, offering both simple and complex query processing with file attachment support.

Integration App Server

This MCP server implementation allows users to manage and expose actions as tools from their Integration App workspace through the Model Context Protocol.

Adjust Reporting Server

MCP server that interfaces with the Adjust API, allowing you to query mobile analytics reports, metrics, and performance data using natural language from any MCP client like Cursor or Claude Desktop.

MariaDB Data Retrieval Server

An MCP server implementation that enables Claude to execute read-only queries against MariaDB databases and explore database schemas through natural language.

Snowflake Server

Snowflake integration implementing read and (optional) write operations as well as insight tracking