Discover Awesome MCP Servers

booking-mcp

MCP server exposing a PostgreSQL booking datastore to MCP clients, enabling read/write operations on staff, schedules, clients, and bookings with optional human-approval workflow integration.

McpLLMServer

A FastAPI-based MCP server that enables LLM agents to interact with Ollama models through standardized MCP tools, with optional MySQL and Redis integration for data persistence and caching.

notebooklm-mcp

Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, source analysis, chat, and content generation through a structured tool interface.

MCP Midjourney

Enables AI image and video generation using Midjourney through the AceDataCloud API. It supports comprehensive features including image creation, transformation, blending, editing, and video generation directly within MCP-compatible clients.

Relay MCP Server

Provides cross-chain bridge and swap tools for AI agents using the Relay Protocol to interact with multiple blockchain networks. It enables agents to query supported chains, obtain transaction quotes, and generate unsigned transaction data for token transfers and swaps.

CLARA MCP Server

A hybrid pulmonary radiology diagnostic backend that provides MCP agent skills for vision inference, clinical RAG, report synthesis, and escalation, with multi-layer security.

open-assembly-mcp

MCP server for the Korean National Assembly Open API, enabling querying of bills, members, votes, committees, and more via natural language.

Filesystem MCP

Here are a few ways to translate "mcp server to modify files safely in a root directory where user should not be able to escape from" into Indonesian, with slightly different nuances: **Option 1 (Focus on Security):** > Server MCP untuk memodifikasi file dengan aman di direktori root di mana pengguna tidak dapat keluar (escape) dari direktori tersebut. **Explanation:** * "Server MCP" - Remains as is, assuming MCP is a specific term. * "memodifikasi file dengan aman" - "modifying files safely" * "di direktori root" - "in a root directory" * "di mana pengguna tidak dapat keluar (escape) dari direktori tersebut" - "where the user cannot escape from that directory" - The word "escape" is kept in parentheses to show the English origin. **Option 2 (More Formal):** > Server MCP untuk mengubah berkas secara aman dalam direktori root yang mana pengguna tidak diperkenankan untuk keluar dari direktori tersebut. **Explanation:** * "mengubah berkas" - "to change files" (more formal than "memodifikasi file") * "secara aman" - "safely" (more formal than "dengan aman") * "yang mana pengguna tidak diperkenankan untuk keluar dari direktori tersebut" - "where the user is not permitted to exit from that directory" (more formal) **Option 3 (Slightly Simpler):** > Server MCP untuk mengubah file dengan aman di direktori root, sehingga pengguna tidak bisa keluar dari direktori tersebut. **Explanation:** * "sehingga pengguna tidak bisa keluar dari direktori tersebut" - "so that the user cannot exit from that directory" - Uses "sehingga" (so that) to connect the two parts of the sentence. **Which option is best depends on the context and your desired level of formality.** If you're talking to technical people, Option 1 is probably fine. If you're writing documentation, Option 2 might be better. Option 3 is a good general-purpose translation.

@shipeasy/mcp

A unified MCP server for experimentation and i18n, enabling AI assistants to manage feature flags, experiments, metrics, events, and string translations via natural language.

Playwright MCP

A server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or vision models.

The Web MCP

Enables AI assistants to access real-time web data through search, markdown scraping, and browser automation while bypassing anti-bot protections. It provides tools for web research, e-commerce monitoring, and data extraction from across the globe.

Vendor Risk Assessment MCP Server

Enables AI-powered vendor risk assessment using AWS Titan, allowing users to evaluate individual vendors, compare multiple vendors, and get industry risk benchmarks through natural language queries.

scheduler-mcp

Self-hosted scheduler using Notion as control plane and Docker container with SQLite ledger, executing scheduled notifications, scripts, and LLM agents with MCP tools.

XRootD MCP Server

An MCP server providing access to XRootD file systems, allowing LLMs to browse directories, read file metadata, and access contents via the root:// protocol. It supports advanced features like campaign discovery, file searching, and ROOT file analysis for scientific data management.

flight-tracker

Provides comprehensive flight tracking capabilities using the OpenSky Network API, enabling real-time flight data, geographic searches, historical data, and airport operations through MCP tools.

reflect-memory

Privacy-first AI memory system with MCP server for managing user-authored memories, enabling AI agents to read/write memories with fine-grained vendor access control.

NEXUS Memory MCP App

A sovereign, six-layer permanent memory system that provides users with a structured and persistent personal knowledge base across VS Code, Claude, and ChatGPT. It utilizes a neural mesh architecture and ENGRAM O(1) lookup to ensure data ownership and constant-time memory retrieval.

PT-MCP (Paul Test Man Context Protocol)

Provides comprehensive codebase analysis and semantic understanding through integrated knowledge graphs, enabling AI assistants to understand project structure, patterns, dependencies, and context through multiple analysis tools and format generators.

Parlay

Remote MCP server for prediction markets — search and compare live odds across Polymarket, Kalshi, and Limitless from Claude, ChatGPT, or Gemini. Six read-only tools, free tier available.

CoinGecko MCP Server

An MCP server for CoinGecko that connects any MCP-compatible client to free crypto market data, providing tools for prices, market caps, trending coins, historical data, and global stats.

logseq-api-mcp

AI assistant integration with Logseq knowledge graph: 21 tools to read, write, query, and search notes, enabling seamless interaction with your notes.

question-market

MCP server for question.market prediction markets on Algorand. Enables market browsing, wallet onboarding, and trading through natural language.

AI-Scholarly-Mode

Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search and fetch full article content.

MCP Servers

Kumpulan server MCP (Model Context Protocol) sebagai alat dotnet.

graphql-agent-toolkit

Enables AI agents to interact with any GraphQL API by introspecting the schema and exposing queries and mutations as MCP tools, with built-in pagination, semantic search, and framework adapters.

Amazon POE MCP Server

Extracts data from Amazon's Product Opportunity Explorer in Seller Central via browser automation, enabling niche search and CSV export of search terms, products, customer reviews, returns, and insights using natural language.

Google Search MCP Server

Implementasi server MCP yang terintegrasi dengan Google Custom Search JSON API, menyediakan kemampuan pencarian web.

Pytest MCP Server

Enables AI assistants to run and analyze pytest tests for desktop applications through interactive commands. Supports test execution, filtering, result analysis, and debugging for comprehensive test automation workflows.

Bilibili MCP

Enables searching for Bilibili videos through a standardized MCP interface, returning video information including title, author, view count, and duration with pagination support.

MCP Server Boilerplate

A minimal, well-documented MCP server boilerplate providing a reusable baseline with tools, resources, prompts, and extensive documentation for building custom MCP servers.