Discover Awesome MCP Servers

Software Management MCP Server

Enables AI agents to automate local software management workflows including installation, uninstallation, updates, and environment recommendations. It provides a standardized, non-interactive interface for managing system applications and tracking software versions safely.

Performance Engineer MCP

Analyzes websites like a senior performance engineer and produces prioritized Core Web Vitals recommendations. Provides 16 tools for detailed performance analysis, including Lighthouse, CrUX, WordPress and Cloudflare inspections.

Mcp Forge

MCP-Forge 是一个强大的框架，用于动态生成、管理和监控模型上下文协议 (MCP) 服务器。通过使用官方 MCP SDK，该工具使您能够通过一个集中式界面按需创建专门的 MCP 服务器。

estudIA-MCP

RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for vector storage, enabling semantic search and document similarity matching through natural language queries.

mcp-coding

Experimental MCP server for local LLM orchestration with filesystem tools (read, write, list, delete files) and a CLI agent that communicates via Ollama.

qwen-web-research-mcp

MCP server that fetches web pages and uses local Qwen models to answer questions about their content, with site-scoped search and map-reduce chunking for long pages.

n8n-MCP

Provides AI assistants with comprehensive access to n8n node documentation, properties, and operations for building and managing automation workflows.

JDD-Agent OS

MCP-native evolution control plane that discovers, tests, governs, versions, and promotes improved AI agents. Integrates with LocalLLM-MCP for real or simulated model evaluation.

guarftrain MCP Server

Enables external agents to monitor and control ML training runs via 35 MCP tools. Covers training status, checkpoints, experiments, recovery, and dashboard configuration.

Awesome MCP ZH

MCP 资源精选 (MCP zīyuán jīngxuǎn), MCP 指南 (MCP zhǐnán), Claude MCP, MCP 服务器 (MCP fúwùqì), MCP 客户端 (MCP kèhùduān)

Matomo MCP Server

Enables LLMs to directly query a Matomo analytics instance, execute reporting methods, fetch historical trends, report metadata, and dynamically generated chart images through typed MCP tools.

document-intelligence-server

Enables intelligent document processing by extracting text, classifying document types, and generating structured summaries from PDFs and images using vision LLMs.

gotham-browser

Enables Claude Code to control a real browser using AI for web scraping, competitive intelligence, and UX auditing through the MCP protocol.

Clarity MCP Server

Enables AI assistants to call web APIs extracted from HAR files, turning browser traffic into MCP tools.

R2 Log Analyzer MCP Server

A remote MCP server that lets you analyze HTTP request logs and WAF/Firewall event logs stored in Cloudflare R2 using natural language via MCP clients such as Claude Desktop.

mac_forensics-mcp

MCP server for macOS Digital Forensics and Incident Response, providing structured forensic analysis tools for triage collections including log parsing, timestamp normalization, and cross-artifact correlation.

mcp-arena

A robot battle prototype that enables users to design, validate, and simulate AI combat scripts through an MCP-integrated consultative workflow. It allows AI agents to guide tactical design, perform DSL script verification, and conduct preview duels before final deployment to Firebase.

Azure Usage MCP Server

Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.

Text-to-GraphQL MCP Server

Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.

nuphus-mcp

Desktop automation MCP server for any AI agent: control the screen, windows, mouse/keyboard, and Chrome (CDP) on your machine. Installable via npm @nuphus/nuphus-mcp.

Google Cloud DNS MCP Server

Enables AI assistants to manage Google Cloud DNS zones and records, supporting full CRUD operations for various record types and DNSSEC management. It provides secure service account authentication to interact directly with Google Cloud's global DNS infrastructure.

mcp-twitterio

Allows AI assistants to query Twitter data including user info, tweets, trends, and more via twitterapi.io API.

beszel-mcp

A read-only MCP server for Beszel monitoring hub, providing tools to query server metrics, containers, services, disk health, and alerts.

ML MCP Server

Enables training and using machine learning models on local CSV datasets or data from other MCP servers, supporting tasks like forecasting, regression, classification, and anomaly detection.

Check Point Management MCP Server

Enables AI agents to perform compensating-control lifecycle operations on Check Point firewalls, including adding access rules, publishing sessions, and installing policies.

Dropbox MCP Server

A local MCP server that enables Claude to manage Dropbox accounts through tools for file manipulation, searching, and sharing. It supports operations such as listing folders, moving files, creating shared links, and monitoring storage usage via natural language commands.

pnetlab-mcp-server

MCP server for controlling PNETLab v6 network labs via natural language, enabling topology creation, node management, config push, console interaction, and link fault injection.

Coda Universal MCP Server

Provides a standardized interface for interacting with Coda's tools and services through a unified API, following the MCP specification.

Poe Proxy MCP Server

A FastMCP server that proxies the Poe.com API, allowing users to query various AI models (including Claude 3.7 Sonnet) and share files with models that support it.

US Regulations MCP Server

Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more directly from AI assistants and MCP-compatible clients.