Discover Awesome MCP Servers

Perplexity MCP Server

一个自定义的模型上下文协议实现，将 Perplexity AI 与 Claude Desktop 集成，允许用户访问 Perplexity 的 AI 模型，用于单次提问和多轮对话。

MCP Banana Image

AI-powered image generation MCP server with 16 specialized tools for generating, editing, analyzing, and processing images using Google's Nano Banana 2 model. Supports custom API endpoints and integrates with AI coding assistants via natural language.

AdKit MCP Server

A lightweight semantic ad-matching engine for LLMs that serves relevant advertisements via MCP, allowing agents to request ads using natural-language context.

jira-helper

Enables natural language interaction with Jira Cloud tickets, including listing, searching, creating, and updating issues through a set of MCP tools.

R MCP Server

Enables AI assistants to execute R code, create visualizations, analyze data, and manage packages through a local Rscript CLI.

rendezvous-mcp

Fair meeting point discovery using real travel-time isochrones, not naive midpoints. Finds venues equally accessible to all participants with fairness scoring.

fhir-mcp-server-medagentbench

一个用于 MedAgentBench (FHIR 请求生成) 的模型上下文协议服务器的实现。

Decay Memory

An MCP server that gives AI agents persistent, forgetting memory with layered decay, semantic search via token overlap, and zero external dependencies.

MCP-Human

Enables AI assistants to request human input by creating tasks on Amazon Mechanical Turk, integrating human-in-the-loop capabilities via the MCP standard.

Backlog MCP Server

A read-only MCP server that enables users to retrieve and interact with Backlog projects, issues, pull requests, and notifications. It provides a secure way to query Backlog data through natural language using tools like Claude Desktop.

Wikidata MCP Server

一个服务器实现，用于使用模型上下文协议与维基数据 API 交互，提供搜索标识符、提取元数据和执行 SPARQL 查询的工具。

JIRA MCP Server

Provides tools for AI assistants to interact with JIRA APIs, enabling them to read, create, update, and manage JIRA issues through standardized MCP tools.

soundraw-game-bgm

Enables AI agents to generate dynamic game background music by analyzing game scenes with DeepSeek and generating royalty-free tracks via Soundraw, including integration code for Unity and Unreal Engine.

cware-hil-mcp

Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questions, request approval, or report status to a human via an Obsidian plugin.

Mermaid Chart MCP

Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequence diagrams, etc.) as PNG/SVG images with local file saving and HTTP access URLs. Supports batch processing and intelligent caching for efficient diagram creation.

MCP-QA

An MCP server for the comprehensive analysis of Swagger 2.0 and OpenAPI 3.x contracts. It allows users to extract detailed information about endpoints, request/response schemas, parameters, and security configurations from API documentation.

@buygit/mcp-server

The only MCP that returns license + supply-chain risk + popularity + price in a single call. 78,094 curated Git assets. Zero config. MIT. Free forever.

Confluence MCP Server

一个模型上下文协议服务器，用于使用个人访问令牌访问 Confluence API，使用户能够检索空间列表、查看页面、创建新页面和更新现有内容。

MetaSearchMCP

Aggregates search results from multiple providers (web, academic, code, finance) with a unified JSON schema, providing both an HTTP API and an MCP server for AI agent tooling.

MCP Server Demo

A getting started guide and template for creating Python-based MCP servers using uv for project management. Provides setup instructions for developing and testing MCP tools that can integrate with Claude Desktop.

Mcp Server Kakao Map

kakao map mcp server

Public-Promo

A lightweight, database-free, configuration-free HTTP proxy server with built-in data sources, suitable for rapid development and testing.

Remote MCP Server

A Cloudflare Workers implementation of Model Context Protocol server that enables Claude AI to access external tools through OAuth authentication.

Slovak Law MCP Server

Enables querying and analyzing Slovak legislation via natural language, including full-text search, provision retrieval, and EU law integration.

cve-reference-mcp

Collects and returns reference materials for CVE write-ups from sources like NVD, CIRCL, OSV, EPSS, and GitHub Advisory.

A2A Client MCP Server

An MCP server that enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, allowing for sending messages, tracking tasks, and receiving streaming responses.

D&D Combat MCP Server

A Cloudflare Workers-based MCP server template for building remote MCP servers without authentication. Provides a starting point for deploying custom tools accessible from Claude Desktop or other MCP clients.

hyprland-mcp

An MCP server for Hyprland desktop automation that allows AI assistants to see the screen, control mouse and keyboard, and manage windows using native Wayland tools. It integrates OCR for text-based interaction and supports complex multi-monitor setups with pixel-accurate coordinate mapping.

PR Reviewer

一个与 GitHub 和 Notion 集成的工具，用于分析和审查拉取请求，从而实现自动化代码审查并在 Notion 中生成文档。 (Alternatively, a slightly more concise version:) 一个集成 GitHub 和 Notion 的工具，可分析和审查拉取请求，实现自动化代码审查和在 Notion 中生成文档。