Discover Awesome MCP Servers

SmartLead MCP Server

A Model Context Protocol server that provides AI coding assistants (Claude, Cursor, etc.) with access to SmartLead's cold email automation platform through 116+ API endpoints for campaign management, lead tracking, and email delivery.

Policy Troubleshooter API MCP Server

An MCP server that provides natural language interaction with Google's Policy Troubleshooter API, allowing users to troubleshoot access denied errors and analyze IAM policies.

Google Sheets MCP

Một trình kết nối Giao thức Bối cảnh Mô hình (MCP) cho phép các tác nhân AI tương tác trực tiếp với Google Sheets, cho phép tạo, đọc và sửa đổi bảng tính thông qua ngôn ngữ tự nhiên.

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Wolai MCP Server

Enables AI agents to interact with Wolai knowledge bases to read, write, and search pages, as well as manage databases and file uploads. It supports comprehensive content operations including block management and hierarchy navigation via the Model Context Protocol.

EasyPanel MCP Server

Enables AI agents to manage infrastructure and deploy Docker services through EasyPanel using natural language commands. It supports full lifecycle management of services, deployments, and networks while facilitating automated scaling and assisted debugging.

pricepilot-glama-mcp-server

Free competitive pricing intelligence for SMB CPG brands. Check where any product price sits in its Amazon category, track pricing trends, and compare products — no NielsenIQ or SPINS subscription needed.

WP Astro MCP

An MCP server that automates the migration of WordPress sites into production-ready Astro projects by extracting content, SEO, and ACF data via REST API. It converts HTML to clean Markdown and scaffolds complete project structures through conversational commands in Claude Code.

DataPilot MCP Server

A Model Context Protocol server that enables natural language interaction with Snowflake databases through AI guidance, supporting core database operations, warehouse management, and AI-powered data analysis features.

mcp-servers-nix

Một framework cấu hình dựa trên Nix cho các máy chủ Model Control Protocol (MCP) với các gói sẵn sàng để sử dụng.

Nia Codebase MCP

Một máy chủ MCP cho phép tích hợp với khả năng hiểu mã nguồn của Nia thông qua việc gọi hàm trong các công cụ như Cursor và Claude Desktop, cho phép người dùng phân tích cấu trúc dự án và tìm kiếm cơ sở mã bằng các truy vấn ngôn ngữ tự nhiên.

vyos-mcp

An MCP server for managing VyOS routers via the HTTPS REST API, enabling configuration changes, operational commands, and system maintenance tasks. It also provides tools to search and read live VyOS documentation directly from official sources to assist with command syntax and router features.

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

loopsense

LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.

Test Analyzer MCP Server

Enables comprehensive analysis of JavaScript/TypeScript project testing setups by detecting frameworks like Jest, Vitest, and Cypress, analyzing test coverage metrics, and generating actionable recommendations for improving test quality. Provides detailed insights into test structure, dependencies, and coverage thresholds with visual feedback.

Weather MCP Server

Enables users to get weather alerts and forecasts through natural language interactions. Provides real-time weather information and alert notifications via MCP tools.

carbon-cashmere-mcp

Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analytics, derivatives, and Bittensor subnets. Pay-per-call via x402 USDC on Base/Solana/Algorand/Stellar or $9.99/mo API key.

Find Library MCP Server

An MCP server that enables searching for specific files by name within the current directory and its subdirectories. It uses Server-Sent Events (SSE) to provide a find_file tool for locating local files and libraries.

grafana-mcp

This MCP server enables natural-language querying of Grafana logs by automatically detecting log sources and service labels. It provides read-only access to log data with intelligent caching for efficient repeat queries.

grasp-mcp-server

36 tools for codebase dependency analysis, architecture mapping, circular deps, security scanning, dead code, git timeline, and CI tracking. Works with GitHub repos and local directories.

GitLab MCP Server

Enables interaction with GitLab repositories through secure OAuth 2.0 authentication. Supports comprehensive GitLab operations including merge requests, issues, file management, commits, and branch operations through natural language.

Weather MCP Service

Provides live weather data and forecasts for any location worldwide through both REST API and MCP endpoints. Supports current weather, multi-day forecasts, and various location formats including city names, coordinates, ZIP codes, and airport codes.

Claude Stats MCP

Provides statistical analysis and usage tracking for Claude Code, enabling users to query daily/monthly stats, compare users, analyze trends, detect anomalies, and generate usage reports through natural language.

mcp-weather

A TypeScript-based MCP server that facilitates note management and weather queries. It enables users to create, access, and summarize notes while providing integration for services like flomo.

literateMCP

Server for managing academic literature with structured note-taking and organization, designed for seamless interaction with Claude. Built with SQLite for simplicity and portability.

mcp_servers

Máy chủ Giao thức Bối cảnh Mô hình

Qdrant Retrieve MCP Server

Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

OmniFocus MCP Server

A Model Context Protocol server that integrates OmniFocus with Claude Desktop, providing AI-powered access to tasks and projects for enhanced task management and weekly reviews.

Ollama MCP Server

A bridge that enables Claude Code to interact with local Ollama instances for text generation, multi-turn chat, and vision-based analysis. It supports model management tasks such as listing, pulling, and showing details, alongside generating text embeddings.

renderdoc-mcp

Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debugging and performance analysis through a headless Python API. It provides a comprehensive suite of tools for inspecting pipeline states, shader bindings, and exporting frame resources like textures and meshes.