Discover Awesome MCP Servers

MCP DeepWiki Server

A Model Context Protocol server that enables AI assistants to fetch and understand GitHub repository documentation on-demand from DeepWiki during conversations.

Perplexity MCP Server

提供通过两种工具访问 Perplexity AI 模型的方式：ask\_perplexity 用于获取专业的编程帮助，chat\_perplexity 用于保持持续对话并保留上下文。

Google News22 MCP Server

Enables access to Google News articles through search by keywords, topics, geolocation, and top headlines with filtering by country, language, source, and date.

k8m

提供 MCP 多集群 Kubernetes 管理和运维，具有管理界面、日志记录以及近 50 个内置工具，涵盖常见的 DevOps 和开发场景。 支持标准和 CRD 资源。

Xray MCP Server

Enables integration with Xray Cloud APIs for comprehensive test management including creating and managing test cases, test executions, test plans, and test sets. Supports CI/CD automation and test result tracking through GraphQL APIs.

CNKI MCP Server

Enables AI agents to search and retrieve academic papers from China National Knowledge Infrastructure (CNKI), supporting various search types including subject, keyword, author, and DOI lookups.

Frida Agent MCP

An AI-driven Android dynamic analysis tool that enables AI models to perform automated reverse engineering by controlling Frida. It provides capabilities to inject scripts, manage application processes, and analyze real-time execution data through the Model Context Protocol.

Proxycurl MCP Server

A Node.js-based Model Context Protocol server that exposes Proxycurl's LinkedIn data API, allowing MCP-compatible clients to access LinkedIn profile data, company information, and search for employees.

pixelle-mcp-Image-generation

The AIGC solution based on the MCP protocol seamlessly transforms the ComfyUI workflow into an MCP Tool with zero code, enabling LLMS and ComfyUI to join forces and focus on image generation tasks. qwen-image, flux, and FLUx-KREA can be used for image generation.

Independent Reserve MCP Server

Provides real-time cryptocurrency market data from the Independent Reserve exchange, enabling users to query current prices, ticker information, and order book data for various currency pairs through natural language.

arXiv MCP Server

Enables searching and retrieving academic papers from arXiv by various criteria including title, author, and category, with support for extracting full text content from PDFs.

tally-mcp-server

以下是将英文翻译成中文： **Tally Prime MCP (模型上下文协议) 服务器实现，用于将 Tally ERP 数据馈送到流行的 LLM，如 Claude、ChatGPT，并支持 MCP** Here's a breakdown of the translation to explain the choices: * **Tally Prime MCP (模型上下文协议)**: This part is kept mostly the same, as "Tally Prime MCP" is a product name and "Model Context Protocol" is a technical term. I've added "模型上下文协议" in parentheses to provide the Chinese translation of the acronym's full name. * **服务器实现**: "Server implementation" translates directly to "服务器实现". * **用于将 Tally ERP 数据馈送到流行的 LLM**: "to feed Tally ERP data to popular LLM" translates to "用于将 Tally ERP 数据馈送到流行的 LLM". "馈送" (kuìsòng) is a good translation for "feed" in this context, implying providing data as input. * **如 Claude、ChatGPT**: "like Claude, ChatGPT" translates to "如 Claude、ChatGPT". We keep the names as they are, as they are proper nouns. * **并支持 MCP**: "supporting MCP" translates to "并支持 MCP". Again, we keep the acronym as is. This translation aims to be accurate, clear, and natural-sounding for a Chinese-speaking audience familiar with technical terms related to ERP systems and LLMs.

TIDAL MCP Server

Enables interaction with TIDAL music streaming service through 27 tools for searching music, managing playlists, favorites, and discovering artists and albums.

MCP SSH Manager

Enables Claude to manage multiple SSH connections, execute remote commands, and transfer files across servers. Supports secure authentication, default directories, sudo operations, and deployment automation with profiles for different project types.

MCP Firebird

Enables Large Language Models like Claude to access, query, analyze, and manage Firebird SQL databases with support for schema inspection, performance analysis, and database operations through the Model Context Protocol.

wholesale-mcp

An MCP server that enables AI assistants to browse, analyze, and automate interactions with wholesale websites using Playwright and recipe-based HTTP execution. It supports tasks like automated login, product searching, and cart management through browser snapshots and network log analysis.

Smara Memory MCP Server

Provides persistent, decay-aware memory for AI applications by integrating the Smara Memory API through semantic search and Ebbinghaus forgetting curves. It enables tools to store, search, and manage long-term user context with importance-based ranking and automatic decay.

Quant2Ptrader-MCP

Automatically converts JoinQuant quantitative trading strategies to Ptrade platform format, supporting direct code input or file paths, with automatic API mapping and detailed conversion reports.

PayArk MCP Server

Connects AI agents to Nepal's payment infrastructure through the PayArk API. It enables users to monitor transaction history, manage projects, and generate hosted checkout links using natural language.

pdfmux

PDF extraction that actually works. The only extractor that audits every page. #2 on opendataloader-bench. 5 MCP tools for AI agents: metadata, convert, analyze, batch, structured extraction.

Context Memory Updater

Enables LLM assistants to store, retrieve, and update user-specific context memory including travel preferences and general information through a chat interface. Provides analytics on tool usage patterns and token costs for continuous improvement.

riskstate-mcp

Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. One tool: get_risk_policy. Supports BTC and ETH.

LinkedIn Api8 MCP Server

Enables access to LinkedIn data including profile enrichment, company information, job searches, post analytics, and social interactions through the LinkedIn Api8 API with comprehensive search and data retrieval capabilities.

hko_mcp

使用 MCP 从香港天文台获取数据

CTS MCP Server

Automates Close-to-Shore methodology for Godot game development by creating tasks in Shrimp MCP from hop plans and generating interactive visualizations of signal architectures, dependencies, and project metrics.

Quicken Mac MCP

Provides read-only access to Quicken for Mac financial data, allowing users to query accounts, transactions, and spending trends through natural language. The server functions by reading the local SQLite database directly while the Quicken application is open.

Coze MCP Server For OpenClaw

Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

mcp-server-Sql

这是一个基于 Spring Boot 的 SQL 服务应用，用于执行 SQL 查询并将结果写入文件。该服务作为 Spring AI MCP (模型, 聊天, 提示) 框架的一部分，提供了 SQL 查询和更新操作的功能。

Murder Mystery MCP Server

A procedurally-generated murder mystery game engine that enables AI agents to generate mysteries, interrogate AI suspects with memory and emotions, search for clues, and solve crimes through MCP tools. Features RAG-powered investigation tools for searching conversations, detecting contradictions, and cross-referencing testimony.

Obsidian MCP Server

A server that enables AI agents to perform sophisticated knowledge discovery and analysis across Obsidian vaults through the Local REST API plugin, supporting complex multi-step workflows with advanced filtering and full content retrieval.