Discover Awesome MCP Servers

pdf4vllm

Enables vision LLMs to read PDFs by automatically detecting text corruption and switching between text extraction and image rendering modes, while preserving reading order and filtering unnecessary images to prevent token overflow.

Duyet MCP Server

An experimental Model Context Protocol server that enables AI assistants to access information about Duyet, including his CV, blog posts, and GitHub activity through natural language queries.

MCP Wait Timer Server

Provides a simple 'wait' tool that introduces deliberate pauses into workflows executed by MCP clients, allowing time for asynchronous operations to complete before proceeding to the next step.

Amadeus-QQ-MCP

An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.

bio-mcp

生物信息学家和计算生物学家的 MCP 服务器

Firecrawl MCP Server

A Model Context Protocol server that enables web scraping, crawling, and content extraction capabilities through integration with Firecrawl.

Construction Cost Calculator MCP

Provides construction cost estimation tools using data from a public Google Sheet for items like concrete, framing, and electrical. It allows users to search items, filter by category, and calculate total project costs including labor and material expenses.

BinjaLattice

用于与 Binary Ninja 数据库和 MCP 服务器进行远程通信的插件接口，以便与 LLM（大型语言模型）交互。

Fider MCP Server

Enables interaction with Fider customer feedback platforms, supporting post management, commenting, tagging, and status updates through natural language commands.

Doorstop MCP

Enables interaction with the Doorstop requirements management framework, allowing users to create, edit, link, and review requirement items and documents through natural language commands.

ComfyMCP Studio

Generates 2D game assets (sprites, icons, tilesets, characters, animations) using AI workflows powered by ComfyUI with support for viewpoint control, style presets, and Unity export.

mcpserver-semantickernel-client-demo

Showing a super simple implementation of an c# MCP server hosted with Aspire and consumed by Semantic Kernel

MCPDataAnalytics

A teaching repository that instructs non-technical users how to create Model Completion Protocol (MCP) servers for data analysis tasks, requiring only basic technical setup and understanding.

Java Map Component Platform (Java MCP)

Java MCP 服务器 (Java MCP fúwùqì)

Remote MCP Server on Cloudflare

A deployable Model Context Protocol server on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

文化天府MCP服务器

A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

MCP2ANP Bridge Server

Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Protocol) agents through three core tools: authentication setup, document fetching, and OpenRPC method invocation. Converts ANP's crawler-style interaction paradigm into MCP-compatible tools for seamless agent communication.

KatCoder MySQL MCP Server

A secure MySQL Model Context Protocol server that enables AI agents to interact with MySQL databases through standardized operations. Features comprehensive security with SQL injection prevention, connection pooling, and configurable tool access for database operations.

KIS REST API MCP Server

一个用于与韩国投资证券 (KIS) REST API 交互的模型上下文协议服务器，能够进行国内和国外股票交易、价格查询和账户管理。

Atla MCP Server

用于代理与Atla模型交互的MCP服务器的初始版本

Telephony MCP Server

Enables LLMs to make voice calls and send SMS messages through the Vonage API, allowing AI assistants to perform real-world telephony operations with support for speech recognition and multi-language conversations.

Arca MCP

An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language queries.

Rasdaman MCP Server

Enables natural language interaction with rasdaman multidimensional databases by translating tool calls into WCS/WCPS queries. It allows users to list coverages, retrieve metadata, and execute complex queries on datacubes through an LLM.

Browser MCP Server

A universal browser automation server featuring 63 tools for programmatic Chrome control, multi-tab management, and media interaction using Playwright. It enables advanced actions like session recording, performance profiling, and pixel-based interaction through a safe, isolated browser profile.

MCP Data Catalog

An MCP server that provides AI assistants with structured, type-safe access to tabular datasets from CSV files. It enables users to list, describe, and query data using filters and projections with support for hot reloading.

Flyworks MCP

A Model Context Protocol server that provides a convenient interface for creating lipsynced videos by matching digital avatar videos with audio inputs.

Weather Forecast MCP Server

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.