发现优秀的 MCP 服务器

mitra-mcp

A modular MCP server integrating Clockify, WakaTime, and Azure DevOps for time tracking, work item management, and time logging via a unified API.

arxiv-latex MCP Server

一个用于 Claude Desktop 的 MCP 服务器，它使用 arxiv-to-prompt 来获取和处理 arXiv LaTeX 源代码，以便精确地解释科学论文中的数学表达式。

Modellix Agent Canvas

A local stdio MCP server for visual AI work, offering an Excalidraw infinite canvas, image generation and editing, HTML drafts, presentations, and durable task recovery within a project workspace.

MCP Memory Service

Provides intelligent, persistent memory for AI assistants with semantic search, natural language queries, and OAuth-based team collaboration, enabling context-aware conversations across multiple clients.

OpenFIGI API MCP Server

An MCP server that enables interaction with the OpenFIGI API, allowing users to map securities to financial instrument identifiers through natural language.

Material 3 MCP Server

Provides AI agents with tools to access Material 3 design components, design tokens, icons, and accessibility guidelines across multiple frameworks.

HiveAuth MCP Server

A Model Context Protocol (MCP) server that enables LLM applications to perform verifiable credential operations including issuing, verifying, revoking credentials and evaluating presentations within the HiveAuth ecosystem.

Test MCP Server

A simple learning-focused MCP server that demonstrates basic functionality with tools for mathematical operations, system information, and email validation, plus sample file resources. Perfect for understanding MCP protocol basics and testing integrations.

Local Context MCP

A self-hosted AI memory service that shares durable project context between MCP-compatible clients such as Claude Code and Devin, via a REST API and a Streamable HTTP MCP server with tools to remember, recall, list, and forget memories.

prospector-mcp

Enables running Prospector static analysis on Python files or directories via MCP, returning structured results with severity, location, and rule codes.

qwen-vision-mcp

Adds vision capabilities to Claude Code by leveraging Aliyun DashScope's Qwen3.7-Flash model to analyze local images or image URLs and return textual insights.

content-genie-mcp

Korean-content MCP that consolidates real-time trends from Naver, Daum, Google, YouTube, and Zum, includes a 100+ Korean holiday database, and provides a viral-score predictor for content optimization.

Sahmk MCP

Enables AI agents to access Saudi market data, including company profiles, market details, and historical data from Tadawul, through the MCP protocol.

GroundAPI

Real-time data API for AI Agents. 10 MCP tools covering A-share stock quotes, market overview, fund data, web search, news, weather, logistics tracking, and IP geolocation.

Sleeper API MCP

This Model Context Protocol server provides access to the Sleeper Fantasy Football API, enabling agents to fetch data about users, leagues, drafts, rosters, matchups, and player information without requiring an API key.

FHIR MCP Server

Provides safe read-only access to synthetic healthcare data via FHIR R4, enabling AI assistants to search patients, retrieve vitals, and summarize conditions using a public sandbox.

ns-bridge

An MCP server that enables AI assistants to interact with the Netherlands Railways (NS) API for route planning, pricing, and real-time departure information. It provides tools for searching stations, planning trips with connections, and viewing real-time departure boards.

pronote-mcp

A local MCP server that exposes Pronote (French school management system) data via MCP, enabling AI assistants to retrieve schedules, homework, grades, absences, and more. Supports token-based authentication with QR code setup.

GPSS Patent Search MCP

MCP server for searching patents in Taiwan's Global Patent Search System (GPSS) using keywords and boolean operators, returning raw XML responses.

MCP Calculation Server

A stateless MCP server that exposes arithmetic operations (add, subtract, multiply, divide) as tools over HTTP, enabling AI assistants to perform basic calculations conversationally.

coinex-mcp-server

An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling market data queries and authenticated trading operations via AI agents.

MCP Atlassian Server

Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI assistants to search, read, create, and manage pages, issues, comments, attachments, and export content through natural language interactions.

mcp-rag-service

A production-minded RAG service for MCP that answers questions over your documents with hybrid retrieval, PII redaction, and source citations, packaged for Docker/Kubernetes.

booklib

A context engineering tool for AI coding assistants that detects post-training knowledge gaps, resolves them automatically, and delivers team decisions via MCP to Claude, Cursor, Copilot, and other AI tools.

LinkedIn MCP Server

Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly from MCP-compatible clients like Claude.

Google Workspace MCP Server

A personal MCP server giving AI assistants natural-language control over Gmail, Drive, Calendar, Docs, and Sheets.

gmc-mcp

MCP server for Google Merchant Center, providing 126 tools to manage Google Shopping feed, products, inventory, reports, promotions, returns, and account configuration via natural language.

bearing-local-business

Enables AI agents to query a local bakery's hours, menu, custom-order availability, and submit demo inquiries through a clean MCP interface.

Qwen3-Coder MCP Server

Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.

1Social

Post to Instagram, TikTok, LinkedIn, X (Twitter), Facebook, Threads and Bluesky from a single message. 1Social fits each caption to the network's limit, warns when a network needs an image, and schedules posts up to 30 days ahead. After publishing it reports each network separately — what landed, what failed and why — and can retry one network without touching the rest.