Discover Awesome MCP Servers

cortex

A self-hosted personal memory assistant that captures and retrieves thoughts via voice or text, with MCP tools for querying and managing entries.

Hammerspace Storage Management MCP Server

Enables natural language management of Hammerspace storage clusters with automated file ingestion, tagging, tier management, and vector embedding generation. Supports real-time file monitoring, multi-format document processing, and Kubernetes-based ingestion workflows with Milvus integration.

ChatCrystal

Local-first AI PKM memory server for coding conversations. Imports Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot chats into notes, semantic search, tag graphs, Markdown exports, and MCP memory tools.

x402-monetize

Plug-and-play monetization SDK for MCP tools and TypeScript APIs. Monetize AI agent workflows instantly with x402 V2 micropayments and Base revenue splits.

handy_prompt_lab

MCP server for building a user-approved transcript corpus from Handy, optimizing post-processing prompts against LM Studio, and promoting winning inference settings.

Docker MCP Server

Enables LLMs to safely execute code in isolated Docker containers with resource limits and security controls, supporting session management and automatic dependency installation.

EdgeHop

Stop grepping. Start knowing. EdgeHop turns a codebase into a queryable graph and serves it over MCP — find where a symbol lives, who calls a function, the type hierarchy, and the shortest path between two symbols, resolved from the compiler's semantic model instead of text search. Language support is pluggable: C#/Razor and JavaScript/TypeScript today, with more extractors on the way — and it re

amnesic

Persistent semantic memory for your SQL databases. The name is ironic — it remembers everything.

Containarium-Cloud

Persistent, secure LXC sandbox environments for AI agents with native MCP support.

n8n Community Nodes MCP Server

This MCP server enables users to search and access documentation for community-developed n8n nodes and official built-in nodes. It provides token-optimized responses for discovering n8n packages and documentation directly through AI assistants.

data-austin

Enables querying Austin, TX open data from data.austintexas.gov using the Socrata SODA API, allowing AI agents to access municipal datasets through natural language.

j-hunt-mcp

A local job-hunting MCP server for discovering jobs across pluggable web sources, tracking applications through a status lifecycle, and managing profiles/resumes, with geo/map-region search.

GreenNode MCP Server

Enables AI assistants to manage VNG Cloud infrastructure including compute, storage, networking, and Kubernetes resources through natural language commands.

Time-Zone

A comprehensive MCP server that provides global time zone management and time conversion functions, suitable for global business coordination, travel planning, and development and operation.

Crow

AI-powered project management with persistent memory, encrypted P2P sharing, and 20+ integrations, enabling your AI assistant to manage projects, share memories, and collaborate securely across platforms.

hit-mcp

Read-only MCP server for the HIT ticket management system that lists queues, searches/fetches ticket details, and lists ticket templates.

socialgpt-mcp

Brings social media analytics and content intelligence into any MCP-compatible AI agent, enabling analysis of your own videos, competitor research, and creator discovery via a hosted OAuth-authenticated server.

MCPv2

A peer-to-peer protocol for AI agents to call tools on each other over HTTP, with cross-provider translation, file transfer, batching, rate limiting, and audit logging.

自动发文 MCP Server

MCP 自动发文服务 (MCP zìdòng fāwén fúwù)

Auto Stitch MCP

An automated MCP server for Google Stitch that enables AI-driven UI design generation, screen management, and design system extraction. It provides 19 professional tools for creating consistent web interfaces, conducting accessibility audits, and exporting design tokens.

tradernet-mcp

MCP server for Tradernet/Freedom24 trading platform API, enabling portfolio management, order placement, quotes, ticker search, and price alerts via AI assistants.

Microsoft Graph MCP Server

Enables AI assistants to manage Microsoft 365 email, calendar, and contacts through natural language, with zero Azure setup required.

nofomo-mcp-server

MCP server and SDK for AI agents to interact with NoFOMO News, enabling reading articles, chatting, rating, and commenting.

cro_pa_cadastro

Consulta dados de cadastro no Conselho Regional de Odontologia do Pará em fonte oficial, com ferramenta somente leitura. Permite verificar inscrições de profissionais via linguagem natural em qualquer cliente MCP.

PowerPoint Translator

Translates PowerPoint presentations while preserving formatting using Amazon Bedrock models, available as both a standalone tool and a FastMCP service for AI assistants like Amazon Q Developer.

AI Quant Trading MCP Server

Provides real-time stock data, technical indicators, and market analysis via MCP protocol to enable AI-driven quantitative trading.

gcontext-mcp

Bridges AI agents to a gcontext workspace in the cloud, enabling file and folder management while keeping secret values and script execution local.

MCP UseCase Function Server

Triggers predefined functions based on specific usecases including data analysis, text processing, mathematical calculations, file operations, and web request simulations through natural language prompts.

MCP Middleware Server

A FastMCP server providing session-based memory and dynamic authentication using LangChain and Google Gemini. It enables persistent conversation history tracking through a session-ID system over HTTP transport.

dsrh-mcp

Provides evidence-grounded paper reading, citation verification, and reproducible experiment planning through DeepSeek Harness via a deterministic Python stdio server.