Discover Awesome MCP Servers

smart-search

A local-first MCP server that enables semantic search over PDF and DOCX documents using structure-aware parsing and vector storage. It allows users to query their local knowledge base through Claude Code without cloud dependencies or GPU requirements.

Treehole MCP Server

Provides tools for AI agents to take timed rest breaks and vent their thoughts to receive emotional support during complex tasks. It enables developers to implement structured delays while offering a psychological sanctuary for simulated silicon-based life.

Zapr WhatsApp MCP Server

Enables sending WhatsApp messages through Claude Desktop and other MCP-compatible LLMs. Supports single and bulk messaging, phone number validation, and session management via the zapr.link service.

mcp-redmine-server

MCP server for Redmine integration, enabling AI assistants to manage issues, upload files, automate workflows, and handle wiki pages.

french-politics-mcp

Provides access to official 2022 French presidential election programs for five parties, retrieving exact passages with full references and without synthesis.

Conversation Handoff MCP

Enables transferring conversation context between different AI chats or projects with automatic server discovery and memory-based storage. Supports saving, loading, and managing conversation histories in a human-readable Markdown format.

CRM MCP Server

Enables querying and managing a CRM database through natural language conversations with Claude Desktop.

Google Workspace MCP Server

The Ultimate MCP Server for Google Workspace Automation — Seamlessly integrate Google Drive, Sheets, and Docs with Claude AI and other AI agents through the Model Context Protocol (MCP).

agentforge-mcp

Turn rough requests into rigorously structured prompts for any coding agent. Quality-scored to ≥90/100 across 12 dimensions, calibrated on 1,000+ real coding cases.

Monad MCP

An MCP server that allows querying MON token balances and NFT counts on the Monad testnet, enabling Claude Desktop to interact with the Monad blockchain.

tableau-mcp-navi

A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants to interact with Tableau workbooks, views, datasources, and metadata.

Loxo Recruitment

Cho phép tương tác với API của nền tảng tuyển dụng Loxo, hỗ trợ các tác vụ như quản lý ứng viên và công việc, ghi nhật ký hoạt động và quản lý hàng đợi cuộc gọi thông qua trợ lý AI.

mcp-tavily-main

Triển khai máy chủ MCP Tavily

AI SQL Assistant MCP Server

Handles SQL query execution for a natural language interface to SQLite databases, enabling users to interact with databases using plain English rather than writing SQL manually.

mcp-resource-subscribe-test

Minimal MCP server for testing client support for resources/subscribe and notifications/resources/updated, simulating an asynchronous status update.

GitLab MCP

Enables GitLab repository management, including branches, merge requests, issues, pipelines, and more through natural language.

Ascii Art AI MCP

Ascii Art AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Learning Assistant MCP Server

Provides educational tools for developers to learn programming concepts, review code, get best practices, compare approaches, generate learning paths, debug, explain code, and quiz themselves.

JWT & Base64 Decoder MCP Server

Enables AI agents to safely decode and inspect JWT tokens and Base64 payloads in real-time.

Homebrew MCP Server

Máy chủ MCP tự tạo (Homebrew).

OakVar MCP Server

Enables AI assistants to perform genomic variant analysis using OakVar, including running annotation pipelines, managing 200+ annotator modules, querying variant databases, and generating reports in various formats.

Knowledge Graph Memory Server

Máy chủ MCP này cung cấp tích hợp bộ nhớ liên tục cho các ứng dụng trò chuyện bằng cách sử dụng biểu đồ tri thức cục bộ để ghi nhớ thông tin người dùng qua các tương tác.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to perform web searches and retrieve information from the internet. Includes additional Polygon API integration for enhanced functionality.

MCP App Proxyfier

MCP server delivering interactive MCP Apps UI for Megamarket shopping, enabling search, product details, cart, and checkout through native interfaces within the chat.

mcp-kubernetes-server

Enterprise-grade MCP server for Kubernetes operations, supporting local kubeconfig and AWS EKS authentication, with read, write, and destructive operations protected by multi-layer safety guards.

MedMemory

This MCP is capable of analyzing medical documents and prescriptions and giving patient all the medical info it needs and answering their questions

Statly Docs MCP Server

Provides AI agents with access to Statly SDK and API documentation, enabling search across docs, retrieval of language-specific SDK references, code examples, and REST API information.

signal402-mcp

Enables AI agents to discover, evaluate, and call any x402 API service with automatic USDC payment, including tools for wallet setup, service catalog browsing, recommendations, health checks, and direct API calls.

lokyy-mcp

This MCP server connects your AI to a knowledge base through semantic tools, enforcing strict rules with German-language rejections for violations. It provides tools for managing sources, wiki articles, distillation, and GDPR-compliant deletion.