Discover Awesome MCP Servers

Google Workspace MCP Server

Provides comprehensive natural language control over Google Workspace services including Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, and Chat. Features multi-user OAuth 2.1 support, flexible tool tiers, and seamless integration with AI assistants.

Interactive Shell MCP

Enables LLMs to create and manage persistent, interactive shell sessions with full terminal emulation and PTY support. It allows for sequential command execution and supports interactive programs like vim or htop through specialized streaming and snapshot output modes.

Script Generator MCP Server

Một máy chủ MCP cho phép tạo các đoạn mã dựa trên các chủ đề và từ khóa được chỉ định, đồng thời cung cấp chức năng lưu trữ và tóm tắt ghi chú.

Better Icons

Provides access to over 200,000 icons from 150+ collections with features for searching, recommendations, and direct file synchronization. It supports multiple frameworks and optimizes AI performance by writing icon code directly to project files.

TrueNAS Core MCP Server

A Model Context Protocol server that enables Claude Desktop and other MCP clients to interact with TrueNAS Core systems through the TrueNAS API, supporting user management, storage operations, sharing, and snapshot creation.

NHL MCP Server

Provides access to live NHL game data, team and player statistics, standings, schedules, playoff information, and head-to-head comparisons through natural language queries using official NHL APIs.

@chargebee/mcp

Máy chủ MCP kết nối các tác nhân AI với Nền tảng Chargebee.

Spatial Lakehouse MCP

An Iceberg-native geospatial MCP server powered by DuckDB that provides tools for spatial SQL queries, catalog discovery, and data management. It enables LLM agents to interact with Apache Iceberg lakehouses to perform complex spatial analysis, joins, and aggregations.

MCP Bluesky Stock Sentiment

Analyzes recent Bluesky posts about stocks and provides sentiment analysis using Cloudflare Workers AI. Searches for stock-related content on Bluesky and returns sentiment summaries with confidence scores and post details.

CodeMind MCP

Enables users to manage GitCode repositories and automatically generate mind maps from project README files using Coze workflows. It serves as an architectural assistant to help developers quickly understand codebase structures and automate repository management tasks.

Bugsnag MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) để tương tác với Bugsnag. Máy chủ này cho phép các công cụ LLM như Cursor và Claude điều tra và giải quyết các vấn đề trong Bugsnag.

Maipharm Domae MCP

Enables integrated search and ordering across eight pharmaceutical wholesalers to compare prices and manage inventory. Users can monitor stock levels and execute orders through natural language commands in Claude.

LoadRunner Cloud MCP Server

Enables automated access to LoadRunner Cloud APIs for retrieving performance test data, managing projects, and collecting test results. Supports integration with AI clients for building performance engineering workflows and dashboards.

mcp-longbridge

LongBridge Securities Model Context Protocol (MCP) Server

Hugging Face Hub MCP Server

Enables access to the Hugging Face Hub API to search and retrieve information about machine learning models, datasets, and their metadata. Provides comprehensive tools for exploring the Hugging Face ecosystem including model details, dataset information, and parquet file access.

Mermaid SVG MCP Server

Generates SVG diagram files from Mermaid syntax with support for multiple themes and customizable backgrounds, using Puppeteer for reliable rendering.

Logica Context

An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.

ID Factory MCP Server

Provides unified ID handle resolution and querying functionality through the ID Factory API, supporting single and batch ID parsing, component analysis, and detailed metadata retrieval including site information, attribution, and permissions.

AI IDE Integration MCP Server

A comprehensive MCP server for AI IDE integration

Mcp Mindmesh

Claude 3.7 Swarm với Field Coherence: Một máy chủ Giao thức Bối cảnh Mô hình (MCP) điều phối nhiều phiên bản Claude 3.7 Sonnet chuyên biệt trong một bầy đàn lấy cảm hứng từ lượng tử. Nó tạo ra hiệu ứng coherence trường trên các chuyên gia về nhận dạng mẫu, lý thuyết thông tin và suy luận để tạo ra các phản hồi mạch lạc tối ưu từ trí tuệ tập thể.

IMAP Email MCP Server

Enables AI assistants to read, search, compose, and send emails by connecting to any IMAP/SMTP provider. It supports comprehensive mailbox management, including draft handling and message deletion, directly through natural language.

Personal Research Assistant MCP

Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.

Mailgent MCP Server

Provides identity infrastructure for AI agents to manage email communications, including sending, replying, and organizing messages. It also includes a secure vault for managing credentials and generating TOTP codes.

Penumbra MCP Server

Một máy chủ MCP cho Penumbra, cho phép các tác nhân AI vận hành ví Penumbra.

PostgreSQL MCP Server

Enables exploration and querying of PostgreSQL databases through natural language. Supports listing tables, viewing schemas, executing SELECT queries, filtering records, and retrieving database statistics.

cURL MCP Server

Enables LLMs to make HTTP requests using structured cURL commands with support for multiple authentication methods, custom headers, and comprehensive request/response control.

VULK MCP Server

Enables AI assistants to generate, edit, and deploy production-ready full-stack applications through VULK's automated development pipeline. It supports multi-file code generation, browser verification, and exports to web, PWA, and mobile platforms.

solitaire-ai

Identity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.

GitLab MCP for Code Review

An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.