Discover Awesome MCP Servers

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

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.

Terrarium

Enables AI agents to publish HTML artifacts for human review, receive anchored feedback, and iterate until approval.

cortex

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

Microsoft Graph MCP Server

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

yantrikdb-mcp

MCP server providing cognitive memory tools (remember, recall, think, etc.) for AI agents, enabling forgetting, consolidation, and contradiction detection.

Protocol-0

Enables AI assistants to autonomously perform site reliability engineering including monitoring, root-cause analysis, impact assessment, and remediation with cryptographic zero-trust enforcement.

Nigeria MCP

Provides AI agents with tools to access Nigerian trade statistics, live FX rates, bank account resolution, and electricity meter validation data.

apple-notes-mcp

An MCP server for Apple Notes that enables semantic search and full CRUD operations through natural language.

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.

RollingGo-Hotel-MCP

RollingGo MCP is a high-performance hotel search and recommendation service built on the MCP (Model Context Protocol) standard. It connects large language models with a massive database of domestic and international hotel data, providing real-time structured hotel search capabilities for AI assistants, agents, travel planning tools, or IDE plugins like Cursor/Windsurf.

AI Quant Trading MCP Server

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

Juno MCP Server

Enables AI-powered security investigation and threat analysis by connecting MCP-compatible clients to Uptycs Juno.

overdare-studio-mcp

Enables Claude to create, modify, and delete parts and scripts in OVERDARE Studio worlds via natural language, with automatic backup and rollback for safe operations.

MCP Playground

Sân chơi MCP để học MCP Client và Server

procureradar-buyer-intelligence

MCP server for global B2B buyer intelligence. Find verified importers & distributors by product category & country. Free anonymous discovery via find_buyers. Contact unlock & company intelligence require a zk_ API key. SGX-listed data provider, PDPA compliant, bilingual EN/ZH.

mcp-insta

A local MCP server for Windows that securely connects a professional Instagram Creator/Business account to AI clients via Meta Graph API, with safety features like OAuth PKCE and explicit confirmation for direct messages.

rakuten-japan-mcp

MCP server to search Rakuten Ichiba (Japan's largest e-commerce platform) for products, returning names, prices, URLs, shop info, reviews, and images via the official Rakuten API.

web-research-mcp

A version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.

presonus-studiolive-mcp

Connects AI coding agents to PreSonus StudioLive III mixers over the local network, exposing live mixer context such as channel names, mute/solo/fader state, Fat Channel compressor/EQ models, and meter activity as MCP resources and tools for reading and reasoning about live sound engineering.

ARCO MCP

Server for redacting, validating, and auditing ARCO rights requests under Mexican data protection law, preventing legal hallucinations by consulting controlled legal matrices.

米家 MCP Server

Enables natural language control of Xiaomi smart home devices through MCP, focusing on homes, rooms, device names, and scenes without requiring protocol details.

claude-code-bridge-mcp

Bridges Claude Code terminal sessions with Claude Chat by exposing session logs as tools, enabling seamless context transfer and two-way communication via a cooperative inbox and optional Google Drive sync.

noyalib-mcp

MCP server for lossless YAML 1.2 editing by AI agents. Two tools — noyalib_get (read a value at a dotted/indexed path) and noyalib_set (write a value, preserving comments/formatting byte-for-byte). Pure Rust, streaming-first serde, JSON Schema validation. MIT OR Apache-2.0.

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.

ART MCP Server

Enables time series analysis following Box-Jenkins-Treadway methodology, supporting guided or autonomous modes for model identification, estimation, and diagnosis via an LLM.

Global Weather MCP Server

Provides real-time weather data and forecasts globally through the Model Context Protocol, enabling AI assistants to access weather information without web searches.

ucp-mcp-server

Let AI assistants shop. An MCP server that gives Claude, Cursor, and any MCP-compatible AI the ability to interact with UCP-enabled merchants.

Unipile MCP Server

Enables AI models to interact with messages from various messaging platforms (Mobile, Mail, WhatsApp, LinkedIn, Slack, Twitter, Telegram, Instagram, Messenger) through a standardized interface.

openai-image-mcp

A minimal MCP server for generating images via OpenAI's GPT image model, supporting inline display or file output.