Discover Awesome MCP Servers

PyApple MCP Tools

Provides seamless integration with macOS native applications including Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps, enabling natural language control and automation of Apple ecosystem apps.

RLM MCP Server

Enables the analysis of massive datasets by storing data in external variables via a sandboxed Python REPL instead of the model's context window. This allows users to process files larger than 100MB without polluting the context or hitting token limits.

ComfyUI MCP Server

Enables Claude to generate images through a local ComfyUI instance using Stable Diffusion and SDXL models via natural language. Users can trigger image generation, list available checkpoint models, and monitor the ComfyUI queue status directly from their MCP client.

learners-mcp

Turns any source material into a guided learning experience with learning maps, notes, four-phase study loop, spaced repetition flashcards, and grounded Q\&A.

Airtable MCP Server

Enables AI assistants to retrieve records from Airtable bases by providing record ID, base ID, and table name.

opencode-jira-mcp

MCP server that connects opencode with Jira Cloud, exposing issue tracking, project management, and agile features as structured tools for AI agents.

MCP Database Server

Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, and MySQL databases through natural language. Supports executing queries, managing tables, exporting data, and storing business insights with authentication options including AWS IAM.

Google Calendar MCP Server

通过模型上下文协议将 Google 日历与 AI 助手集成，允许用户通过自然语言交互查看和管理日历事件。

Joern MCP Server

Enables AI assistants to perform sophisticated static code analysis using Joern's Code Property Graph technology. Supports multi-language analysis, security vulnerability detection, and code quality assessment through isolated Docker environments.

SQL Server MCP Client

一个实现了模型上下文协议 (MCP) 的 Microsoft SQL Server 客户端。该服务器通过一个简单的 MCP 接口提供 SQL 查询功能。

Flint Note

An agent-first note-taking system that provides AI-guided creation and organization of structured markdown notes with customizable note types, multi-vault support, and intelligent metadata schemas. Enables natural conversation-based knowledge management with local file storage and cross-vault operations.

MetaTrader MCP Server

使用模型上下文协议 (MCP) 使 AI LLM 能够使用 MetaTrader 平台进行交易

Snyk API & Web MCP Server

Connects AI coding assistants to Snyk API & Web for onboarding scan targets, configuring authentication, running DAST scans, and triaging findings through natural language.

HubSpot Email MCP Server

Enables management of HubSpot marketing emails from Claude Desktop, including listing, viewing, creating drafts, and updating emails through the HubSpot Marketing Email API.

Remote MCP Server on Cloudflare

A Model Context Protocol server that runs on Cloudflare Workers, enabling tools integration with Claude AI through OAuth login.

Libragen

Creates and searches private, local RAG libraries from documentation to ground AI assistants in authoritative sources, reducing hallucinations by providing current, accurate context from your own docs instead of relying on outdated training data.

coindesk-mcp

可以从 CoinDesk 读取最新新闻的 MCP 服务器。

Model Context Protocol Server

Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.

PayPal

PayPal 模型上下文协议服务器允许您通过函数调用与 PayPal API 集成。此协议支持各种工具来与不同的 PayPal 服务进行交互。

polymarket-mcp

Provides real-time access to Polymarket prediction market data, enabling search, browsing, and analysis of prediction markets through natural language.

Ruishu MCP

An MCP server that bridges LLMs with dynamic real-world data by leveraging Chrome DevTools Protocol to intercept and reconstruct network traffic, enabling AI agents to extract high-quality structured data from complex web environments.

MCP DSFR

Generates, validates, and audits French government DSFR components with RGAA 4.1 accessibility compliance, enabling seamless integration into Claude Desktop.

Roistat MCP Server

MCP server for integrating with Roistat marketing analytics platform, enabling AI agents to analyze statistics, manage leads, track calls and channels.

mcp-skylos

Skylos MCP server exposes static analysis as tools for AI coding agents — scan any Python, TypeScript, or Go codebase for dead code, security vulnerabilities, and quality issues directly from Claude, Cursor, or any MCP-compatible client. Returns findings with file paths, line numbers, and severity so agents can auto-fix issues in context.

ToolFront MCP Server

Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.

sysauto Ask MCP Server

一个集成了 Sonar API 的 MCP 服务器，为 Claude 提供实时的网络搜索能力，以进行全面的研究。

karellen-lsp-mcp

Provides LLM clients with structured code intelligence through LSP servers, enabling queries for definitions, references, call hierarchies, and more.

Serena

A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases using symbol-level operations instead of basic file reading and string replacements.