Discover Awesome MCP Servers

Code Understanding MCP Server

An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

Wisp AI Assistant MCP Server

Wisp AI Assistant MCP Server is a local MCP server that gives trusted AI clients read-only desktop context through Wisp: selected text, clipboard contents, active-window details, visible browser-page text, and screen snippets.

Dreame D20 Pro Plus MCP Server

Enables control and monitoring of a Dreame robot vacuum via MCP tools, including cleaning, status, and map viewing through the cloud API.

coherence-mcp-server

Enables AI agents to interact with the Coherence Network platform, allowing them to browse ideas, record contributions, and access governance features via natural language.

Organism Memory MCP Server

Provides persistent, searchable memory for AI agents across sessions using a four-tier memory system, without sending data to external APIs.

Changelog AI MCP

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

Salesforce DX MCP Server

Enables secure interaction with Salesforce orgs through LLMs, providing tools for managing orgs, querying data, deploying metadata, running tests, and performing code analysis. Features granular access control and uses encrypted auth files to avoid exposing secrets in plain text.

USolver

A best-effort universal logic and numerical solver interface using MCP that implements the 'LLM sandwich' model to process queries, call dedicated solvers (ortools, cvxpy, z3), and verbalize results.

mcp-coinmarketcap

Enables AI agents to query cryptocurrency data including prices, market cap, rankings, categories, and global metrics from CoinMarketCap via MCP tools.

instagram-mcp

A planned MCP server that exposes Instagram professional account operations (content publishing, media management, comment moderation, insights, and discovery) through safe, well-annotated tools via the official Meta Graph API.

Fortune MCP Server

Enables users to perform tarot card readings and generate horoscopes based on specified dates, times, and locations. Provides mystical divination services through tarot draws and astrological calculations.

Redmine MCP Server

Enables AI agents to interact with Redmine project management tool via its API, supporting issue creation, updates, search, and attachment operations.

Notion MCP Server

Enables interaction with Notion workspaces, allowing users to search, query databases, create/update pages, and manage content via natural language through MCP.

ibkr-mcp

An MCP server that turns Interactive Brokers into a question-answering portfolio analyst.

x.ai Grok MCP Server

Enables chat completions using x.ai's Grok API with support for multiple Grok models (grok-beta, grok-2-latest, grok-4-latest) and configurable parameters like temperature and max tokens.

Ring MCP

An MCP server for Claude Code that shows always-on-top notification popups with sound when tasks complete, with OS-native notification fallback.

DA Admin MCP Server

An MCP server that provides tools for interacting with the Document Authoring Admin API to manage content, versions, and configurations in DA repositories.

MolTrust

MolTrust MCP Server provides AI agents with identity verification, reputation scoring, and verifiable credentials through W3C DID-based trust infrastructure. Includes ERC-8004 on-chain agent registration and Base blockchain anchoring for tamper-proof credential verification.

edge-ai-MCP

Enables ArduPilot drone control through MAVSDK plugins, supporting mission upload, telemetry, and flight commands via MCP tools.

NHN Server MCP

Enables secure SSH access to servers through a gateway with Kerberos authentication, allowing execution of whitelisted commands with pattern-based security controls and server information retrieval.

BioE234 MCP Starter

Framework for building bioengineering automation tools that AI assistants can call via the Model Context Protocol, handling server registration and tool discovery automatically.

amap-weather-server

Máy chủ amap-weather với MCP

app.wishpool/turkey-payments-mcp

A remote MCP server that lets any AI agent accept payments in Turkey: local Turkish cards with taksit, international cards via iyzipay's hosted checkout.

Skald MCP Server

Chat with your Skald knowledge base, add and update new knowledge, and search through memos.

mcp4xiaozhi

Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpress news, and random fables.

GDMU MCP Server

Bridges AI assistants with the Zhengfang V-9.0 educational system (CAS + MFA), offering 15 tools for course, grade, and academic management.

Plex MCP Account Finder

Connects to multiple Plex accounts to perform fuzzy searches for users across servers by email, username, or display name, and generates authentication tokens for new account access.

astro-cosmic-weather-mcp

An MCP server that provides live astronomical ephemeris data (moon phases, zodiac transits, Mercury retrogrades, sabbats, and more) via the Moon Ritual Library API, enabling Claude and other agents to answer cosmic-weather questions with accurate, server-computed calculations.

DocAgent-MCP

Enables local document question-answering and retrieval via MCP, supporting multi-turn conversation, intent recognition, and tools for document search, Q&A, and summarization.

Markdown to Card - MCP工具

A powerful MCP tool that converts Markdown documents into beautiful knowledge card images with 20+ card styles, suitable for sharing on blogs and social media.