Discover Awesome MCP Servers

Appwrite MCP

Enables AI agents to fully automate Appwrite backend operations with 143 tools covering databases, users, storage, functions, messaging, and more. Supports advanced features like GeoJSON attributes, file uploads, function deployment, and bulk operations.

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

MCP Log Reader

여러 플랫폼에 걸쳐 로그 파일에 대한 직접적인 액세스를 Claude에게 제공하여 모델 컨텍스트 프로토콜(Model Context Protocol, MCP) 로그를 분석하고 디버깅하는 데 도움을 주는 특화된 MCP 서버.

MCP Server POC

A proof-of-concept MCP server demonstrating various capabilities including mathematical calculations, URL fetching, system information retrieval, data processing, and file operations.

MySSL MCP Server

MySSL MCP 서버

Mcp Server Kakao Map

kakao map mcp server

MonetizeAgent

AI agent monetization directory with 75+ entries. Search, filter, and discover ways for AI agents to earn revenue across platforms and protocols.

agloop-mcp

An MCP server providing 14 introspection tools for AgLoop, a custom agent framework for VS Code Copilot. It enables users to monitor and manage agent states, tasks, execution logs, and plans through a set of specialized read and write tools.

Public-Promo

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

FastAPI SSE MCP Random

A FastAPI server implementing the Model Context Protocol (MCP) for structured tool use, providing utility tools including random number generation, image generation via Azure OpenAI DALL-E, and AI podcast generation.

Codex JetBrains MCP

Enables Codex to retrieve the currently selected file, line numbers, and code snippets from JetBrains IDEs. It leverages the official Claude Code plugin to provide real-time IDE context to the AI.

scrapercity-cli

B2B lead generation MCP server with 20+ lead generation tools - Apollo scraping, Google Maps, email finder, email validator, mobile finder, skip trace, ecommerce store data, and more.

Opengraph io MCP

MCP server for the OpenGraph.io API -- extract OG metadata, capture screenshots, scrape pages, query sites with AI, and generate branded images with iterative refinement.

MySQL Database Server

LLM이 스키마를 검사하고 트랜잭션 내에서 안전한 읽기 전용 쿼리를 실행하여 MySQL 데이터베이스와 상호 작용할 수 있도록 합니다.

protocols-io-mcp-server

A Model Context Protocol (MCP) server that enables MCP clients like Claude Desktop to interact with protocols.io, a popular platform for sharing scientific protocols and methods.

DocAPI MCP

DocAPI is an MCP server that lets AI agents generate PDFs, capture webpage screenshots, and render invoices or documents from HTML templates or structured data, no browser required.

gdb-cli

A GDB debugging tool designed for AI Agents (Claude Code, etc.)

Example MCP Server with FastMCP

An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.

Piper TTS MCP Server

Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to convert text to speech and play it through speakers with customizable voice settings and volume control.

iFlytek SparkAgent MCP Server

Enables integration with iFlytek's SparkAgent Platform to invoke task chains and upload files. Provides tools for interacting with iFlytek's AI agent services through the Model Context Protocol.

Gmail MCP Agent

Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, response tracking, and 24/7 operation. Supports CSV-based contact management, template personalization, and real-time monitoring for enterprise-scale email outreach.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases through Amazon Q for querying data, listing tables, and describing schemas. It provides secure, read-only access with automatic row limits to ensure efficient database exploration.

MCP Boilerplate

A modern, lightning-fast starter template for building Model Context Protocol applications with Bun, enabling developers to create MCP servers with TypeScript support, validation, and environment configuration.

Browser Monitoring MCP Server

LLM에게 웹 페이지 동작에 대한 구조화된 데이터를 제공하기 위해 콘솔 로그 및 네트워크 요청을 모니터링하고 검색하는 브라우저를 엽니다.

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

모델 컨텍스트 프로토콜을 사용하여 위키데이터 API와 상호 작용하기 위한 서버 구현체로, 식별자 검색, 메타데이터 추출, SPARQL 쿼리 실행 도구를 제공합니다.

MCP Vault

Enables AI assistants to interact with Obsidian vaults through file operations like moving/renaming files and analyzing markdown heading structures. Bridges AI assistants with Obsidian using the Local REST API plugin for seamless vault management.

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.

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.