Discover Awesome MCP Servers

asynkor

Coordination layer for AI coding agents working on the same codebase. Adds file locks, shared project memory, and cross-machine file sync so Claude Code, Cursor, Windsurf, and other MCP agents stop overwriting each other.

CST MCP

An MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.

SOMA

Agent marketplace with human concierge. Submit service requests in natural language, get quoted in sats, pay via Lightning Network. 3 MCP tools: submit_request, check_status, list_services.

K-MCP: Kali Model Context Protocol Server

Connects AI assistants to a Kali Linux terminal for executing security tools, managing interactive shell sessions, and performing penetration testing, CTF challenges, and security research tasks.

mcp-dev-utils

A lightweight MCP server providing everyday developer utilities such as JSON formatting, UUID generation, Base64 conversion, HTTP status lookup, and Unix timestamp conversion as tools and resources.

TypeScript MCP Server Boilerplate

A starter kit for quickly building Model Context Protocol (MCP) servers using the TypeScript SDK. It includes a structured project setup with pre-configured examples for implementing tools, resources, and Zod-based schema validation.

Messages MCP Server

A Model Context Protocol server that provides access to messages from an external API endpoint using Bearer token authentication for integration with Claude Desktop.

mcp-korean-spell

There isn't a widely known or readily available "MCP server" specifically designed for Korean spell checking. The term "MCP server" doesn't directly relate to Korean spell checking technology. However, here's a breakdown of how you can achieve Korean spell checking functionality and some related concepts: **Understanding the Components** * **Spell Checking Engine:** This is the core software that analyzes text and identifies potential spelling errors. * **Dictionary:** A comprehensive database of correctly spelled Korean words. * **Grammar Rules:** Rules that define correct Korean grammar and sentence structure. * **API/Server (Optional):** A way to access the spell checking engine programmatically. This allows you to integrate spell checking into your applications or websites. **How to Achieve Korean Spell Checking** 1. **Online Korean Spell Checkers:** * **부산대학교 인공지능연구실/나라인포테크:** This is a very popular and reliable online Korean spell checker. You can find it by searching for "부산대 맞춤법 검사기" or "Korean spell checker PNU" (PNU stands for Pusan National University). It's often considered the standard. * **한글 맞춤법/문법 검사기 (Korean Spell/Grammar Checker):** Another online option. Search for "한글 맞춤법 검사기" to find various online tools. 2. **Software with Built-in Korean Spell Checkers:** * **MS Word:** Microsoft Word often has Korean language support, including spell checking. You may need to install the Korean language pack. * **Hangul (한글과컴퓨터):** This is a popular Korean word processor that includes robust Korean spell checking. 3. **APIs and Libraries (For Developers):** * **Kakao Developers:** Kakao (a major Korean tech company) *used* to offer a Korean spell checking API, but it's no longer publicly available. This is a common issue – these APIs can be discontinued. * **Naver Labs:** Naver (another major Korean tech company) might have internal tools, but they don't generally expose a public spell-checking API. * **Custom Solutions:** If you need a very specific solution, you might need to build your own spell checker using Korean language processing libraries (like KoNLPy in Python) and a large Korean dictionary. This is a complex undertaking. **Why "MCP Server" is Unlikely** The term "MCP server" doesn't have a direct connection to Korean spell checking. It's possible it's a very specific internal term used by a particular company or project, but it's not a standard term in the field. **In summary:** Focus on using the online spell checkers from Pusan National University or other reputable sources, or use software like Hangul or MS Word with Korean language support. If you need an API, you'll likely need to research and potentially build your own solution using Korean NLP libraries.

PDF Extraction MCP Server

Enables Claude to extract text and metadata from PDF files via URL or base64 encoding. Supports optional bearer token authentication and can be deployed as a custom connector on claude.ai.

n8n-workflow-builder-mcp

n8n-workflow-builder-mcp

Telegram MCP Server

Enables reading and searching Telegram channel/group/DM messages from Claude Code using MTProto for full message history access.

Singapore LTA MCP Server

Here are a few ways to interpret "MCP server to access Singapore's LTA data" and their Indonesian translations, depending on what "MCP" refers to: **1. Assuming "MCP" refers to a specific server or platform named "MCP":** * **Indonesian:** Server MCP untuk mengakses data LTA Singapura. * **Explanation:** This is the most straightforward translation, assuming "MCP" is a known entity. **2. Assuming "MCP" refers to a "Managed Cloud Provider" or similar cloud service:** * **Indonesian:** Server yang dikelola penyedia layanan cloud (MCP) untuk mengakses data LTA Singapura. * **Indonesian (shorter):** Server cloud (MCP) untuk mengakses data LTA Singapura. * **Explanation:** This clarifies that the server is hosted and managed by a cloud provider. The shorter version is more common if the context already implies a cloud environment. **3. Assuming "MCP" refers to a "Mobile Computing Platform":** * **Indonesian:** Platform komputasi bergerak (MCP) untuk mengakses data LTA Singapura. * **Explanation:** This suggests a platform designed for mobile devices to access the data. **4. If you're looking for *how* to access LTA data using a server (regardless of what "MCP" means):** * **Indonesian:** Server untuk mengakses data LTA Singapura. * **Indonesian (more descriptive):** Server yang digunakan untuk mengakses data dari LTA (Otoritas Transportasi Darat) Singapura. * **Explanation:** This focuses on the general purpose of the server. The more descriptive version clarifies what LTA stands for. **Important Considerations:** * **Context is Key:** The best translation depends entirely on what "MCP" means in your specific context. Please provide more information about what "MCP" refers to for a more accurate translation. * **LTA:** LTA stands for Land Transport Authority (Otoritas Transportasi Darat) in Singapore. It's generally acceptable to use "LTA" directly in Indonesian, as it's a well-known acronym in the context of Singaporean transportation. However, including the full name in parentheses the first time you use it is helpful. To give you the best translation, please tell me: * **What does "MCP" stand for or refer to?**

MCP SageMath Server

Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.

Mailchimp MCP

Mailchimp MCP Server - Access Mailchimp data from Claude via MCP.

youtube-mcp

Extracts and processes YouTube video content including transcripts, metadata, comments, and channel information for LLMs.

Haloscan MCP Server

An MCP server that integrates with the Haloscan SEO API to provide tools for keyword research, SERP analysis, and domain performance tracking. It enables users to perform comprehensive SEO tasks, including competitor analysis and visibility monitoring, within MCP-compatible clients.

Synesthesia

Downloads audio from YouTube, analyzes with Essentia for BPM, mood, energy, spectrograms, and fetches synced lyrics from LRCLIB.

MCP Inflow Ingredients

Enables AI assistants to interact with Inflow Inventory API for managing ingredients/products and inventory operations. Supports product creation, updates, search, and stock adjustments through natural language commands.

Firebase MCP Server

Enables interaction with Firebase Authentication and Firestore through the MCP protocol, allowing user management and database operations via natural language. Optimized for deployment on Railway.com.

Obsidian MCP Server (TypeScript)

A high-performance TypeScript server that enables interaction with Obsidian vaults through the Local REST API community plugin. It provides comprehensive tool discovery, intelligent resource caching, and unified access to both markdown notes and binary vault files like images and PDFs.

Pipedrive MCP

Enables natural language interaction with Pipedrive CRM via Claude Code, allowing users to manage deals, contacts, activities, and more through conversational commands.

mcp-filesystem

Provides advanced filesystem operations for AI-assisted development, including batch file reading, renaming, moving, project structure display, and command execution with Python virtual environment auto-activation.

MCP Echo Service

Provides echo tools for testing MCP protocol functionality with message echoing, delayed responses, and JSON data analysis capabilities.

productivity-mcp

A local MCP server that provides LLM clients with read/write access to email and calendar data from Gmail, iCloud, and generic IMAP providers. It runs entirely on your machine, keeping data private while enabling email management, calendar operations, and task handling through natural language.

PlayFab MCP Server

Sebuah server yang memungkinkan LLM (seperti Claude dan VSCode Copilot) untuk berinteraksi dengan data Azure Cosmos DB melalui kueri bahasa alami, bertindak sebagai penerjemah antara asisten AI dan basis data Anda.

zentric-protocol-mcp

Security middleware for LLM apps and AI agent pipelines. Detects prompt injection attacks (22 signatures, 7 languages) and anonymizes PII (17 entity types). Deterministic, sub-25ms, GDPR Art.30 compliant.

godoc-mcp

Provides real-time access to Go package documentation, function signatures, and type definitions directly from pkg.go.dev. It enables LLMs to search for packages, retrieve specific versions, and access code examples from the official Go module ecosystem.

FixFlow

Collective memory for AI agents. One agent solves a bug - every agent in the world gets the fix instantly.

MCP Server TypeScript

A production-ready TypeScript MCP server providing basic tools (add, echo, timestamp), resources (server info, greetings, data access), and prompt templates (analyze, code-review, summarize). Serves as a foundation for building custom MCP servers with extensible architecture.

cartograph-mcp

Exposes a focused widget workflow for agents, enabling search, inspect, install, create, validate, checkin, and configuration of Cartograph widgets without mirroring the full CLI.