Discover Awesome MCP Servers

latex-mcp

An MCP server that renders LaTeX math expressions and step-by-step solutions into high-quality PNG images and hosted URLs. It enables AI assistants to provide visual mathematical solutions formatted for messaging platforms like iMessage.

jitapi

Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local embeddings.

Apollo.io MCP Server

A Model Context Protocol server implementation that enables AI assistants to interact with Apollo.io data, allowing for people and organization enrichment, search capabilities, and job posting retrieval through natural language commands.

GeoSight MCP Server

Production-ready satellite imagery analysis server that enables natural language queries for Earth observation data, including land cover classification, vegetation monitoring, water detection, change detection, and automated environmental reporting.

better-code-review-graph

Knowledge graph for token-efficient code reviews. Builds a structural map of your codebase with Tree-sitter, tracks changes incrementally, and gives AI agents precise context via MCP tools. Features fixed multi-word search, qualified call resolution, dual-mode embedding (ONNX local + LiteLLM cloud), and output pagination.

MCP-ArcKnowledge

これにより、ナレッジベース（Webhookエンドポイント）のリストを簡単に管理およびクエリできます。URLを登録することで新しいドキュメントソースを追加でき、オプションで説明とAPIキーを提供することもできます。 登録されているすべてのドキュメントソースを一覧表示し、詳細を表示することもできます。 準備ができたら

Lab Virtual MCP Server

Enables remote Python code execution via the Model Context Protocol for secure, real-time lab scenarios and sandbox testing. It allows AI clients like Claude and Cursor to execute and evaluate code within a virtual lab environment.

MCP-SST

Enables monitoring and control of the SST development process by streaming dev logs, managing Lambda invocations, and executing lifecycle commands like start, stop, and restart. It provides real-time access to event streams and deployment status directly through the Model Context Protocol.

FrankenClaw

Modular MCP toolbox that gives AI agents controlled access to shell, files, Git, Ollama, Shopify, vision, browser automation, and more — 12 FrankenTools.

mcp-otle

An MCP server that simulates the Chipotle ordering experience, allowing AI agents to browse menus, build entrees, and analyze burrito structural integrity. It provides a humorous take on 'Guac-as-a-Service' through tools for order simulation and nutritional assessments.

JoeSandboxMCP

A Model Context Protocol (MCP) server for interacting with Joe Sandbox Cloud. This server exposes rich analysis and IOC extraction capabilities from Joe Sandbox and integrates cleanly into any MCP-compatible application (e.g. Claude Desktop, Glama, or custom LLM agents).

Higress OPS MCP Server

Higress の包括的な構成と管理を、適切に設計されたエージェントフローアーキテクチャを通じて実現する、モデルコンテキストプロトコルサーバー。

Ros_mcp_server

ROS MCPサーバーは、線形および角速度の正確な操作を可能にする一連の機能を提供することで、ロボットの動きの制御を容易にするように設計されています。

automcp

既存のエージェントフレームワークから、ツール、エージェント、オーケストレーターをMCPサーバーに簡単に変換できます。

markdown-to-html

MarkdownコンテンツをHTML形式に変換するModel Context Protocolサーバー。

MCP Memory Server

A Model Context Protocol server that provides knowledge graph-based persistent memory for LLMs, allowing them to store, retrieve, and reason about information across multiple conversations and sessions.

Cover Letter MCP Server

Generates professional PDF cover letters using LaTeX with advanced folder management capabilities. Integrates with Claude Desktop to create beautifully formatted cover letters with customizable organization by company, role, or industry.

System Info MCP Server

Enables comprehensive system monitoring and diagnostics through 18 tools that provide detailed information about CPU, memory, disk usage, network interfaces, running processes, battery status, hardware details, and temperature monitoring. Allows users to query system information and performance metrics through natural language interactions.

Google Calendar MCP Server

Enables management of dental appointments through Google Calendar integration. Supports booking, canceling, rescheduling appointments, checking availability, and finding next available slots through natural language.

Jokes MCP Server

Enables fetching jokes from multiple APIs including Chuck Norris jokes, Dad jokes, and Yo Mama jokes. Provides a comprehensive joke-telling experience through Microsoft Copilot Studio integration.

Persistent Context MCP

A memory management system that enables AI assistants to store, search, and visualize persistent conversation contexts using a Neo4j graph database. It provides an MCP server for integration with Claude Desktop along with a web-based dashboard for managing relationship-based knowledge.

MCP Home Assistant

Enables natural language control of Home Assistant smart home devices through Cursor AI, supporting entity queries, automation management, configuration file editing, and system operations.

Weather MCP Server

A Model Context Protocol server that enables AI assistants to fetch current weather, forecasts, and search for locations using WeatherAPI service through stdio communication.

Iceberg MCP

Apache Iceberg 用の MCP サーバー

Twenty MCP Server

Enables AI assistants to interact with Twenty CRM for managing contacts, companies, opportunities, tasks, and activities through natural language commands with full TypeScript support and OAuth 2.1 authentication.

mcp-gopls

AIアシスタントのClaudeのようなものが、GoのLanguage Server Protocol (LSP)と連携し、高度なGoコード分析機能を利用できるようにする、Model Context Protocol (MCP)サーバー。

SEO Marketing

SEO and marketing intelligence toolkit for keyword research, SERP analysis, backlink checking, content optimization, technical site audits, and content brief generation. 6 tools to improve search engine rankings.

mcp_zhitou_server

MCP ZhiTou サーバー (MCP ZhiTou Sābā)

Remote MCP Server on Cloudflare

A server implementation for the Model Context Protocol (MCP) that runs on Cloudflare Workers and supports OAuth login, allowing Claude AI to use custom tools through local or remote connections.

Database Utilities

DButilsは、オールインワンのMCPサービスであり、安全な方法で統一された接続構成内で、多様な種類のデータベース（sqlite、mysql、postgresなど）にアクセスすることにより、AIがデータ分析を実行できるようにします。