Discover Awesome MCP Servers

Amazon Bedrock AgentCore MCP Gateway

A proof-of-concept implementation that enables Amazon Bedrock AgentCore to interact with AWS Lambda functions and REST APIs through the Model Context Protocol. It provides a gateway for protocol translation and supports direct server implementation using the FastMCP framework.

bilibili-mcp

Enables AI assistants to directly operate Bilibili, providing 27 tools for login, search, content publishing, data analysis, and interaction.

indian-regulatory-mcp

Enables access to Indian regulatory data including SEBI orders, RBI circulars, MCA company details, GST verification, and more, designed for fintech and legaltech applications.

Memex Targeted Search Server

Enables AI agents to search through Memex conversation history and local project files to retrieve specific commands, code snippets, and technology overviews. It utilizes smart context management and faceted filtering to provide relevant search results without causing context overload.

api-test-mcp

api-test-mcp

🖼️ Unsplash Smart MCP Server

用于智能股票照片搜索、下载和归属管理的 AI 驱动的 FastMCP 服务器，数据来源为 Unsplash

@unfakable/mcp

Document verification MCP server enabling AI agents to verify file authenticity by computing SHA-256 fingerprints locally and checking Bitcoin-anchored proofs via OpenTimestamps.

Patchright Lite MCP Server

A streamlined Model Context Protocol server that enables AI models to perform stealth browser automation using Patchright, avoiding detection by anti-bot systems while providing essential web interaction capabilities.

MCP Simple AivisSpeech

A Model Context Protocol server that integrates with AivisSpeech to enable AI assistants to convert text to natural-sounding Japanese speech with customizable voice parameters.

Ryan's Tmux MCP Server

MCP server for tmux operations that provides comprehensive control over tmux sessions, windows, and panes.

HubSpot MCP Server

通过标准化界面，使人工智能模型能够与 HubSpot CRM 数据和操作进行交互，支持联系人和公司管理。

veyra-snippets

Code snippet storage for AI agents with language tags and full-text search. Reads are free, writes require Veyra commit mode.

WooCommerce MCP Server by CData

This read-only MCP Server allows you to connect to WooCommerce data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

veyra-tasks

Task manager for AI agents with projects, priorities, and status tracking. Reads are free, writes require Veyra commit mode.

Axon

A graph-powered code intelligence engine that indexes codebases into a structural knowledge graph to provide AI agents with deep context on function calls, types, and execution flows. It offers local, zero-dependency tools for hybrid search, impact analysis, and dead code detection across Python, JavaScript, and TypeScript projects.

prosuite-mcp

MCP server that exposes Dira ProSuite quality verification to AI assistants, enabling data quality checks on geospatial datasets through natural language.

caldav-mcp

An MCP server that exposes CalDAV calendar operations as tools for AI assistants. It enables users to connect to CalDAV servers to create and list calendar events within specific timeframes.

mcp-dalamud

Exposes the Dalamud plugin API documentation to AI assistants, enabling them to answer questions about services, types, and methods for writing FFXIV Dalamud plugins.

LinkedIn MCP Server Documentation

用于 LinkedIn 集成的 n8n 的模型上下文协议 (MCP) 服务器

CEMCP

An MCP server for Cheat Engine that provides functionality to analyze disassembly, get CE version information, and manipulate memory addresses with comments through Claude AI.

Animagine MCP

A FastMCP server for the Animagine XL 4.0 image generation experience that provides tools for prompt validation, optimization, and explanation. It also enables the management of local checkpoints and LoRAs to streamline diffusion workflows and ensure consistent prompt structure.

AutotaskMCP

Enables interaction with Autotask REST API for ticket management and querying through natural language.

node-mcp

An MCP server that offers arithmetic operations (addition and division) and current weather data from OpenWeatherMap. It serves as a learning project for building MCP servers with Node.js and TypeScript, supporting both stdio and Streamable HTTP transports.

mcp-facebook

MCP server for Facebook Pages that allows creating, scheduling, and deleting posts, managing comments, and retrieving Page insights using the Facebook Graph API.

ikmcp

An MCP server that enables agents to build, test, and simulate complete ik firmware projects for 8-bit AVR microcontrollers, using real compilation and simulation tools.

MCP Python Demo

An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.

Ravira MCP Server

Connects AI assistants like Claude to Ravira's dental practice AI receptionist. Provides tools for patient queries, feature overviews, sample conversations, dental topic searches, and demo requests.

Markdown MCP Server

A server that provides HTTP API access to manage Obsidian Vaults and Markdown files, allowing users to access notes, statistics, links, templates, and search capabilities.

Browser MCP Server

Enables AI clients to directly control a real Chrome/Edge browser via a WebSocket extension, supporting operations like navigation, clicks, screenshots, and JavaScript evaluation.

Skolverket MCP Server

Enables LLMs to access Swedish educational data through Skolverket's open APIs, allowing users to search curricula, courses, schools, adult education programs, and analyze educational requirements and standards. Provides comprehensive tools for teachers, students, guidance counselors, and educational researchers to interact with official Swedish education data.