Discover Awesome MCP Servers

RAG Context MCP Server

A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.

macOS Screen View & Control MCP Server

MCP 服务器，用于截图和控制 macOS 窗口 (专为 Cursor 设计)

Ghostvault

Enables AI agents to manage multiple Google accounts with persistent sessions and anti-detect browser fingerprints, supporting sign-in, account switching, Gmail access, and interaction with any Google SSO website.

Census MCP Server

Node.js MCP server enabling AI agents to access comprehensive U.S. Census Bureau demographic and economic data, including ACS, decennial census, and business patterns.

gmail-writer

A local MCP server enabling Gmail write operations (modify threads, search, handle attachments) by using a Desktop OAuth client with correct scopes, fixing the hosted Gmail MCP's broken write tools.

Gamma MCP Server

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

MCP Duplicate File Manager Server

Enables LLM agents to find and safely delete duplicate files using content-based detection, with smart copy prioritization and dry-run mode.

BountyVerdict Agent Decision MCP Server

Provides paid decision APIs for autonomous coding agents to diagnose GitHub Actions failures, classify flaky tests, check MCP tool drift, audit agent instructions, and compare bounties.

elevenlabs-mcp

Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcription, and sound generation.

aadc-audit-mcp

A local MCP server that audits software projects against the UK ICO Age Appropriate Design Code (Children's Code) entirely on the user's machine.

parsee-mcp

MCP server that enables AI assistants to interact with the PARSE app for collecting and monitoring products on Ozon and Wildberries, with tools for search, parsing, group management, analytics, and scheduling.

container-mcp

MCP server for Apple container to manage, build, inspect, and diagnose Linux containers on macOS directly from AI agents.

mcp-server-excel

Control Excel with Natural Language through AI assistants like GitHub Copilot, Claude, and ChatGPT. This MCP server enables AI-powered Excel automation for Power Query, DAX measures, VBA macros, PivotTables, and more.

boyuan-health-bridge

MCP server for read-only access to Xiaomi Mi Fitness shared family health data, enabling queries for family members, health summaries, and historical metrics via ChatGPT.

Chrome DevTools for agents (chrome-devtools-mcp)

Lets AI coding assistants control and inspect a live Chrome browser through MCP, enabling reliable automation, debugging, and performance analysis using Chrome DevTools.

targetprocess-mcp

MCP server for integrating TargetProcess with Claude Code, enabling natural language queries for projects, user stories, bugs, features, and sprints.

vision-mcp

MCP server that provides visual question answering, image description, object detection, OCR, and image manipulation tools using OpenAI-compatible vision models.

RemNote MCP Bridge

Bridges RemNote knowledge base with AI assistants via MCP, allowing AI to read, create, search, and update notes in your personal knowledge management system.

Ares DevOps MCP Server

Enables seamless interaction with Azure DevOps for managing Git repositories, branches, and pull requests through natural language. It also supports automating and monitoring pipelines while providing secure, type-safe operations within MCP-compatible clients.

YourImageShare

Upload, list, and delete files on YourImageShare (free image & video hosting, 200MB limit, no account required) from Claude, ChatGPT, or any MCP-compatible agent.

DHLAB MCP Server

Provides access to the National Library of Norway's Digital Humanities Lab, enabling text and image search, NGram analysis, word lookup, concordance finding, and corpus statistics from Norwegian digital collections.

Test MCP Feb 5 MCP Server

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

OpenSpec MCP

Enables spec-driven development with task tracking, approval workflows, and real-time progress monitoring through OpenSpec CLI functionality. Includes a web dashboard for visual management of change proposals and specifications.

sap-datasphere-mcp

MCP server for SAP Datasphere that enables AI assistants to perform data discovery, metadata exploration, analytics queries, ETL data extraction, database user management, and data profiling with built-in PII masking.

@dealx/mcp-server

DealX平台的MCP服务器

vmware-aria

AI-powered VMware Aria Operations monitoring and capacity planning. Query metrics, manage alerts, detect anomalies, and plan capacity with 18 MCP tools.

ableton-mcp-extended

Enables natural language control of Ableton Live through Claude, including session management, track and clip creation, device parameter adjustment, and browser browsing.

Homelab MCP

Provides unified access to multiple homelab services including Nginx Proxy Manager, Pi-hole, Uptime Kuma, Portainer, and UPS NUT for monitoring, management, and automation through a single modular interface.

zar-jobs-ai-connector

MCP server that enables AI assistants to search and normalize job offers from portals like InfoJobs, while keeping the user in control of decisions. It provides read-only tools and respects official APIs and credentials.