Discover Awesome MCP Servers

MCP Log Analyzer

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

Maestro MCP

Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with unified command execution, file transfer, and dispatch of coding agents across platforms.

Replicate MCP Server

Enables AI image generation and editing using Replicate's official models like Flux, SDXL, and Seedream, with tools to search models and generate images.

Gemini Image MCP

Enables image generation and multi-turn editing sessions using the Gemini API within MCP-compatible environments. Users can create, modify, and configure images through natural language commands, supporting features like aspect ratio adjustments and session-based image transformations.

AgentCortex MCP

An AI memory system that creates isolated, persistent memory banks for each codebase, solving the context-switching problem by keeping project knowledge separate and accessible across sessions.

Tldraw MCP Server

This project integrates tldraw with Claude AI using the Model Context Protocol (MCP). It allows Claude to create and manipulate diagrams based on natural language instructions.

Douyin MCP Server

Enables downloading watermark-free videos from Douyin (TikTok China) share links, extracting audio, and converting speech to text using AI voice recognition APIs.

Lingvanex Translate MCP Server

Enables text translation between different languages using the Lingvanex Translator API. Supports integration with Claude Desktop for natural language translation requests.

Cocktail By Api Ninjas

Enables searching for cocktail recipes by name or ingredients using the API Ninjas Cocktail API, supporting partial matches and ingredient-based filtering.

Kiro Telegram MCP Server

Integrates Kiro IDE with Telegram to send notifications and request interactive confirmations via inline keyboard buttons.

Zimbra MCP Server

This server enables managing Zimbra emails, contacts, tags, and calendar via the Model Context Protocol, allowing AI assistants to search, send, and organize emails, as well as handle contacts and events.

Test MCP Feb 5 MCP Server

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

Gamma MCP Server

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

MCP Duplicate File Manager Server

Enables LLM agents to find and safely delete duplicate files using content-based detection, with smart copy prioritization and dry-run mode.

RAG Context MCP Server

A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.

macOS Screen View & Control MCP Server

MCP Server untuk mengambil tangkapan layar dan mengontrol jendela macOS (dibuat untuk Cursor)

gmail-writer

A local MCP server enabling Gmail write operations (modify threads, search, handle attachments) by using a Desktop OAuth client with correct scopes, fixing the hosted Gmail MCP's broken write tools.

Ghostvault

Enables AI agents to manage multiple Google accounts with persistent sessions and anti-detect browser fingerprints, supporting sign-in, account switching, Gmail access, and interaction with any Google SSO website.

Census MCP Server

Node.js MCP server enabling AI agents to access comprehensive U.S. Census Bureau demographic and economic data, including ACS, decennial census, and business patterns.

mcp-national-rail

An MCP server to retrieve train schedules from National Rail using the Realtime Trains API, providing tools for live departures and arrivals.

bun-runner-mcp

An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun environment with permission-based security controls, code snippets, and a web management UI.

Android MCP Server

Enables control of Android devices through ADB using natural language commands. Supports browser automation, SMS sending, device information retrieval, settings control, and common device actions like screenshots and button presses.

Generate Manual Test Cases

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.

mcp-fleet-worker

Spawn headless OpenCode workers on cheap models to delegate expensive tool-using tasks to a fleet of parallel workers with isolated git worktrees.

dolores

dolores is an MCP server that gives AI agents persistent memory using Postgres and pgvector, retrieving only relevant context to minimize token usage.

PostgreSQL MCP Server

Enables AI models to execute SQL queries, list tables, and describe table structures on a local PostgreSQL database.

aiogram-mcp

MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging.

Airtop MCP Server

Sebuah server MCP untuk berkomunikasi dengan Airtop (

DHLAB MCP Server

Provides access to the National Library of Norway's Digital Humanities Lab, enabling text and image search, NGram analysis, word lookup, concordance finding, and corpus statistics from Norwegian digital collections.