Discover Awesome MCP Servers

NetSuite MCP Server by CData

NetSuite MCP Server by CData

NocoDB MCP Server

Enables AI agents to interact with NocoDB databases for managing tables, records, views, and file attachments. Supports advanced queries, bulk operations, and full CRUD functionality for storing operational data.

OPTIMADE MCP Server

Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full structured data results as MCP resources.

Unosend MCP Server

Enables AI assistants to send emails and SMS messages through the Unosend API. It also supports email validation, domain management, and contact list operations via natural language commands.

Weather MCP Server

Enables users to fetch current weather conditions for any city worldwide and display weather information as native system notifications on macOS. Provides human-readable weather data including temperature, conditions, humidity, wind speed, and atmospheric pressure.

QualAI

AI-powered qualitative research analysis server that provides 20 specialized tools for coding, thematic analysis, theory building, and validation using community-contributed methodologies through RAG-enhanced analysis.

MCP Memory Server

Enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.

ogd-mcp-server

OGD MCP 服务器 (OGD MCP fúwùqì)

Custom Elasticsearch MCP Server

A high-performance MCP server that connects tools like Cursor to Elasticsearch clusters using public-key authorization instead of API keys. It provides optimized tools for searching data, listing indices, and inspecting cluster mappings or shards with support for concurrent requests.

Aucterra MCP Server

An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.

OpenAlex MCP Server

用于 AI 代理的、以结构化方式访问世界学术文献的 OpenAlex MCP 服务器的开源实现。

Strapi MCP Server

Provides AI agents with full access to Strapi 5.x CMS for managing content types, entries, media, and schemas. It supports full CRUD operations, relation management, and secure authentication for comprehensive content administration.

docs.rs MCP

An MCP server that enables searching for Rust crates and their documentation from docs.rs, allowing AI agents to find required crates and access the latest documentation.

ROI Prediction MCP Server

Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Dutch market validation, and multi-project comparison. Supports natural language input for financial projections, risk analysis, and industry benchmarking across sectors like finance, healthcare, retail, and manufacturing.

ComfyUI MCP Server

Enables AI assistants to interact with local ComfyUI installations to list nodes, validate workflows, and execute image generation workflows directly without requiring an HTTP server.

Git Metrics MCP Server

Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.

MCP Windows

Windows integration MCP server that enables Claude to interact with Windows system features including media playback control, notification management, window operations, screenshots, monitor control, theme settings, file opening, and clipboard access.

HuLa MCP 服务

🌍 HuLa 即时通讯应用的 MCP 服务 (This translates to: 🌍 HuLa Instant Messaging Application's MCP Service)

Godot Sentinel MCP

Enables AI assistants to interact with Godot game projects through real-time error detection, automated testing, code analysis, and safe git-based patching. Provides comprehensive project context and development workflow automation for Godot developers.

Sympathy-MCP

An MCP server for managing Incus virtual machines through structured tools for command execution, file management, and snapshot operations. It enables AI agents to puppeteer VMs on a masternode by wrapping the Incus CLI.

mcp-swiss

Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

Whoop MCP Server

A secure server that allows Claude Desktop application to access and process Whoop fitness data locally, using OAuth2 authentication to protect user privacy.

Claude Continuity MCP Server

A Model Context Protocol server that provides persistent memory and conversation continuity for Claude Desktop and Claude Code, allowing users to save and restore project context when threads hit token limits.

Frida MCP

Enables AI systems to interact with mobile and desktop applications through Frida's dynamic instrumentation capabilities. Provides process management, device control, JavaScript REPL execution, and script injection for runtime analysis and reverse engineering.

MCPGate

MCPGate aggregates multiple MCP servers into a single unified endpoint, enabling centralized tool management with granular filtering, automatic namespacing, and observability. Features a real-time web dashboard and optional PostgreSQL-backed audit trails for monitoring and controlling AI tool access across local and remote deployments.

Tusk Drift MCP

Enables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.