Discover Awesome MCP Servers

Deep Graph MCP Server

Enables seamless interaction with public or private code graphs from DeepGraph and CodeGPT to perform semantic searches and dependency analysis. It allows developers to explore architectural relationships, retrieve source code, and analyze repository structures across multiple AI assistants.

紫微斗数 MCP 服务器 (MCPIztro)

A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

MCP Perplexity Server

A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.

lexware-mcp-server

MCP server for the Lexware Office API that enables management of invoices, contacts, articles, vouchers, and more through the Model Context Protocol.

Rekko MCP

Provides prediction market intelligence, research, and strategy signals for platforms like Kalshi, Polymarket, and Robinhood. It enables AI assistants to perform market screening, arbitrage detection, and deep causal analysis to support informed trading decisions.

decoder-3am-mcp

leep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions. 4 tools: classify_sleep_cause, get_cause_info, list_causes, get_decoder_url. Built by Kat Fu dual M.S. (Stanford).

ChimeraX MCP Server

Enables natural language control of UCSF ChimeraX for protein structure visualization, editing, and analysis through MCP clients.

FHIR MCP Server

Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform, providing tools to access and manage healthcare data such as patient records, clinical data, and administrative information.

Promotexter MCP Server

Integrates with the Promotexter SMS API to enable sending single SMS messages and performing detailed account balance inquiries. It provides a secure way for models to manage SMS communications and track transaction costs and credits.

PostgreSQL MCP Server

A Model Context Protocol server that enables interaction with PostgreSQL databases for analyzing setups, debugging issues, managing schemas, migrating data, and monitoring performance.

Algolia Node.js MCP

Enables natural language interactions with Algolia search and analytics APIs through Claude Desktop. Supports searching indices, managing data, analyzing metrics, monitoring performance, and visualizing insights across your Algolia applications.

amazon-datazone-mcp-server

A high-performance Model Context Protocol (MCP) server that provides seamless integration with Amazon DataZone services. This server enables AI assistants and applications to interact with Amazon DataZone APIs through a standardized interface.

Figma MCP Bridge

Enables Claude to read and manipulate Figma documents in real-time through 62 operations including creating shapes, modifying styles, managing components, and exporting assets via a WebSocket bridge to a Figma plugin.

Navable MCP

Enables AI coding agents to perform real-browser accessibility scanning of localhost pages using Playwright and axe-core, returning WCAG 2.1 violations with structured fix plans.

btse-mcp

An MCP server for the BTSE Futures API that allows AI agents to query market data, manage positions, and execute trades using natural language. It supports both live and testnet accounts with features for order management, leverage adjustment, and wallet balance tracking.

Smart Home Control MCP Server

Enables controlling smart home devices like lights, fans, air conditioners, and Android TVs through natural language commands, with persistent state and TV content search/playback via ADB.

SEO MCP

A MCP SEO tool service based on Ahrefs data, offering backlink analysis, keyword research, traffic estimation, and more.

GNNEPCSAFT MCP Server

用于 GNNePCSAFT 工具的 Model Context Protocol 服务器

NLB Singapore Library MCP Server

Enables searching the National Library Board Singapore catalogue by title, author, ISBN, or subject, and checking real-time availability of books across library branches.

office-mcp-server

MCP server for Office document automation, enabling AI assistants to create, read, and clone Word/Excel/PPT templates while preserving formatting.

Azure DevOps MCP Server

An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling management of pipelines, repositories, pull requests, releases, work items, test management, and wikis through natural language.

ComfyUI MCP Server

A Model Context Protocol server that bridges Claude with ComfyUI, enabling AI image generation using Stable Diffusion through text prompts and custom workflows.

Fledgling

Provides MCP tools that help AI agents get their bearings in a codebase with unified SQL views over code, git, docs, and conversations, powered by DuckDB.

Awesome MCP

由于模型提供商的命名问题，让我们来审查一下模型名称。

FFmpeg Python MCP Server

Enables AI assistants to perform video and audio processing tasks such as format conversion, cutting, merging, and adding effects via FFmpeg, with hardware acceleration support.

LinkedIn MCP Server

Enables AI agents to manage LinkedIn profiles, posts, connections, skills, education, and certifications through the LinkedIn API.

Mochi MCP Server

Enables AI agents to manage Mochi.cards flashcards, including browsing decks, searching cards, and creating/updating/deleting cards with safety features like two-phase commits and typed confirmations.

Taiwan Stock Agent

Provides comprehensive Taiwan stock market data and analysis through MCP tools. Enables querying real-time stock prices, historical data, company information, technical analysis, and market overviews for TWSE and TPEx listed companies.