Discover Awesome MCP Servers

GeoIP MCP Server

An MCP server that provides IP geolocation services using MaxMind's GeoIP2 databases, allowing users to retrieve geographical information for single or multiple IP addresses including country, city, coordinates, and ASN details.

mac-messages-mcp

Enables sending and reading iMessages and SMS messages through the macOS Messages app via MCP.

async-bash-mcp

An MCP server for spawning and managing bash commands asynchronously. Run multiple shell commands in parallel and check their progress independently.

runframe-mcp-server

Enables managing incident response workflows including incidents, on-call, postmortems, and more through the Runframe platform using MCP tools.

datalikers-mcp

MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: user search by demographics (gender/age/race/country), profiles, engagement, hashtags, locations, business accounts, top-users. Local stdio via npx -y datalikers-mcp, requires only DATALIKERS_KEY.

MCP RAG Server

Provides Retrieval-Augmented Generation capabilities by parsing documents (PDF, Markdown) and storing them in ChromaDB for semantic search and context retrieval.

opendexter

An MCP server that enables AI agents to search, pay for, and call paid APIs using the x402 protocol, with automatic USDC settlement.

tes-mcp-server

Exposes public weather and climate data through a standardized API, allowing AI agents to retrieve current conditions, 7-day forecasts, and historical data. It enables weather-aware automation and data enrichment for conversational agents and travel planning.

ChemDraw Server

Provides chemical informatics endpoints for converting between chemical names and SMILES, processing molecule structures, and comparing molecules, with MCP compatibility.

MCP Strava Server

Enables Claude to access and analyze your Strava activities through OAuth authentication. Supports retrieving activity lists and detailed workout data for fitness tracking and analysis.

MCP Aggregator Server

Provides a unified MCP interface that proxies requests to multiple backend servers including memory/knowledge graph and vector database services. Enables seamless access to distributed MCP tools through a single endpoint with automatic routing, health monitoring, and retry logic.

Weaviate MCP Server

Weaviate용 MCP 서버는 사용자 정의 가능한 Python 기반 서버를 사용하여 Weaviate와의 통합을 용이하게 합니다. 이를 통해 구성 가능한 URL 및 API 키를 통해 Weaviate 데이터베이스 및 OpenAI API와 상호 작용할 수 있습니다.

Unix Timestamps MCP Server

현재 유닉스 타임스탬프를 사용하는 데 LLM을 돕는 단 하나의 기능만 수행하는 간단한 MCP 서버입니다. 모델은 지식 컷오프와 현재 시간이 언제인지 정확히 알지 못하기 때문에 부분적으로 어려움을 겪고 있습니다.

Titan MCP

A unified browser automation protocol that connects AI agents to multiple automation backends including Selenium, Playwright, and Puppeteer. It provides a centralized interface for agents to navigate websites, execute JavaScript, and manage web interactions across various browser engines.

StoryLenses MCP Server

AI cover letter generation for agents. 5 composable tools that analyze job postings (15+ structured fields), match candidate profiles against roles, generate story-driven cover letters using narrative archetypes, and quality-score the results. Supports English, German, Spanish, and Portuguese. The first production MCP server for job applications.

Neo4j Server

이 서버는 Neo4j 데이터베이스와 Claude Desktop 간의 상호 작용을 가능하게 하여 사용자가 Cypher 쿼리를 실행하고, 노드를 생성하고, 데이터베이스 내에서 관계를 설정할 수 있도록 합니다.

Perplexity Web MCP

Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, Claude 4.6 Opus, Gemini 3.1 Pro, etc.) via MCP tools, CLI, or API, with support for deep research, model council, and multi-turn conversations.

read-website-fast

Fast, token-efficient web content extraction tool that converts websites to clean Markdown for AI agents, featuring smart caching, content extraction with Mozilla Readability, and polite crawling capabilities.

OpenAPI → MCP Server

OpenAPI v3 스펙(JSON/YAML)으로부터 각 operation을 MCP 툴에 매핑하여 기본적인 Node.js/TypeScript MCP 서버를 생성하는 Python CLI 툴.

Gemini Docs MCP Server

Enables users to search and fetch Google's Gemini API documentation directly within an MCP-compliant environment. It provides structured access to guides and references for features like function calling, embeddings, and text generation.

Bucket Feature Flags MCP Server

채팅에서 바로 코드 편집기(VS Code, Cursor, Windsurf, Claude Code 등 MCP를 지원하는 모든 IDE)로 기능을 플래그할 수 있습니다.

govuk-frontend-mcp

Exposes GOV.UK Frontend components and Design System patterns and styles as MCP resources for use with AI assistants.

Prism MCP

Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.

mcp-server-polarion

A Model Context Protocol (MCP) server for Polarion ALM. Lets AI assistants read documents, work items, and traceability links — and create, update, and reorganize work items — directly from your Polarion instance.

Meme MCP Server

A Model Context Protocol server that enables AI models and tools to generate meme images from user prompts using the ImgFlip API.

Primp MCP Server

An MCP server that provides HTTP client capabilities with browser impersonation for Chrome, Firefox, Safari, and Edge across multiple operating systems. It enables tools for making authenticated web requests, handling multipart file uploads, and retrieving responses in various formats.

iPhone MCP Server

Enables iPhone automation through Appium integration, allowing users to control apps, capture screenshots, interact with UI elements, and perform touch operations via natural language commands.

Projectmem

Local-first memory layer for AI coding agents — captures issues, attempts, fixes, and decisions, and warns at git commit before you repeat a mistake.

Arduino MCP Server

Enables AI assistants like Claude to control Arduino boards in real-time, allowing users to turn LEDs on and off through natural language commands using the Model Context Protocol and Firmata.