Discover Awesome MCP Servers

Infer MCP Server

Enables remote command execution via SSH and database queries through PostgreSQL connections. Supports classifier training orchestration with configurable SSH profiles for AI-assisted infrastructure management.

MCP SearXNG Enhanced

A Model Context Protocol server that enables web search with category support, website content scraping with citation metadata, and timezone-aware date/time tools.

Data Engineer Agent

Enables AI agents to interact with a retail cars database using SQL queries. Supports adding new car advertisements and searching existing cars based on user preferences through natural language.

MCP vLLM Benchmarking Tool

一个交互式工具，使用户能够通过 MCP 对 vLLM 端点进行基准测试，从而可以使用户通过自定义参数对 LLM 模型进行性能测试。

Serper MCP Server

A Model Context Protocol server that enables LLMs to perform Google searches via the Serper API, allowing models to retrieve current information from the web.

MCP Kafka Schema Reg

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

Stitch MCP

A universal MCP server for Google Stitch that enables AI-powered UI/UX design generation by extracting design context and metadata from existing screens. It allows users to fetch screen code and images to create consistent, styled UI components across multiple projects.

MSSQL MCP Server

Enables AI assistants to interact with both local SQL Server and Azure SQL Database through natural language, supporting queries, data manipulation, and schema operations with built-in security features.

GitHub URL MCP Server

An MCP (Model Context Protocol) server for handling GitHub URLs with validation and parsing capabilities. This server provides tools to convert between GitHub repository information and URLs, with intelligent validation to distinguish between public repositories, private repositories, and non-exist

Journal MCP Server

An MCP server that integrates with Claude Desktop for managing personal journal entries, providing both a web viewer for browsing journals and tools for adding, searching, and analyzing journal content.

alexa-mcp

An MCP server that enables users to manage their Amazon Alexa shopping lists directly from MCP clients like Claude. It provides tools for listing, adding, updating, and deleting shopping list items through secure Amazon account authentication.

Claude MCP Data Engineer Server

Provides specialized tools for data engineering tasks like SQL formatting, dbt model generation, and Snowflake table creation. It enables users to analyze CSV data, validate pipeline configurations, and summarize ETL lineage through natural language.

calendar-mcp-server

MCP server to get google calendar

Dataverse MCP Server

Enables comprehensive schema and solution management for Microsoft Dataverse, including operations for tables, columns, relationships, and security roles via the Dataverse Web API. It also supports PowerPages configuration, automated WebAPI call generation, and schema visualization through Mermaid ERD diagrams.

Sakari MCP Server

A Multi-Agent Conversation Protocol server that enables interaction with the Sakari.io API, auto-generated using AG2's MCP builder for simplified natural language access to Sakari's messaging services.

EOSC Data Commons Search

Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.

mcp-rss-aggregator

mcp-rss-aggregator

project-shield

Security scanner for MCP servers and AI-generated code. Detects leaked API keys, PII, prompt injection, and MCP misconfigs with A-F security grades.

godot-forge

Godot 4 MCP server with: Test running (GUT/GdUnit4) with structured pass/fail results API docs search with 30+ Godot 3→4 migration mappings Script analysis detecting 10 common GDScript pitfalls Scene/resource file parsing with antipattern detection Viewport screenshot capture LSP diagnostics from Godot's language server TypeScript, cross-platform (macOS/Windows/Linux), published on npm

Mureka MCP Server

Enables interaction with Mureka's AI music generation APIs to create lyrics, songs, and background music through MCP clients like Claude Desktop and OpenAI Agents.

Tennis Warehouse MCP Server

Provides secure access to Tennis Warehouse product data, enabling users to search for tennis equipment (racquets, bags, shoes), check product availability, find deals, and browse categories through natural language queries while protecting internal API details.

PostgreSQL MCP Server (Cloudflare Worker)

A Model Context Protocol server deployed on Cloudflare Workers that enables interaction with PostgreSQL databases. It allows AI clients like Claude and Cursor to execute database operations via a remote SSE connection.

Parallel-Poke MCP

Bridges Parallel's Monitor API with Poke to receive SMS notifications when web monitors detect changes and conversationally create/manage monitors through text messages.

MCP n8n API Server

用于 n8n API 集成的 MCP 服务器 - 将 Claude AI 连接到 n8n 工作流

Labs64/NetLicensing-MCP

The official NetLicensing MCP Server is a natural language interface that enables agentic applications to manage the full software licensing lifecycle in Labs64 NetLicensing 👉🏼 without writing a single API call.

Sparky Crypto Prices Oracle

Free real-time cached CoinGecko USD prices + 24h change. No key, no signup, 15/min rate limit. x402 paid v2 soon. Perfect for trading/research agents.

Laraguard MCP

A security audit server for Laravel projects that performs static code analysis, dependency CVE checks, and configuration audits. It enables developers to detect vulnerabilities like SQL injection and XSS while providing active attack simulations directly within MCP-compatible IDEs.

Semantic API

Natural language API discovery MCP server. Search 700+ API capabilities across 163 current providers, get, exact endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.

Test Runner MCP

通过模型上下文协议接口，促进对各种测试框架（包括 Bats、Pytest、Flutter、Jest 和 Go）的统一执行和结果解析。

Unsloth AI Documentation MCP Server

Provides tools to search and retrieve Unsloth AI documentation, including quickstart guides, supported models, and installation instructions. It enables AI assistants to query documentation content in real-time through an MCP-compatible interface.