Discover Awesome MCP Servers

Galaxy Brain

Combines structured sequential thinking with batch operation execution, enabling step-by-step reasoning with revision/branching capabilities and chained operations with variable piping between steps.

MokuPDF

Enables AI applications to read and process PDF files with intelligent file search, text extraction, image processing, and optional OCR support for scanned documents.

MCP Weather Server Setup Guide

Server MCP untuk mendapatkan perkiraan cuaca untuk pemakai.

Small Business MCP Server

Enables LLMs to interact with small business data systems through tools for document processing, data queries, and report generation, using MCP primitives for structured context.

copilot-status-mcp

MCP server to check GitHub Copilot quota, rate-limit status, and reset times from any MCP client.

TypeSpec MCP Server

Enables building MCP servers using TypeSpec, with tools to scaffold, compile, and learn TypeSpec.

mcp-tools

A collection of simple, practical MCP servers that require zero configuration, enabling web search via DuckDuckGo (no API key needed) and management of Hexo blogs through AI.

ClaudeX

Persistent memory + FTS5 full-text search for Claude Code conversation history. Indexes ~/.claude/projects/ JSONL into SQLite, exposes 10 MCP tools (store/recall/search memories, browse sessions, get summaries) plus prompts. Includes a web UI for visual exploration

channex-mcp

Enables interaction with the Channex.io API for managing properties, room types, rate plans, availability, rates, inventory, and channel connections through natural language.

mcp-server

Connect AI assistants to your email inbox using the Model Context Protocol (MCP), supporting IMAP, POP3, and SMTP on Windows.

Cursor Feedback MCP

Enables interactive feedback with image support in Cursor, allowing users to paste images for visual context and feedback.

Fraud Detection MCP

AI-powered fraud detection and investigation platform that exposes tools for querying, scoring, and investigating financial applications using LangGraph, MLflow, and SQLite in-memory.

Photo Organizer MCP Server

Enables AI agents to automatically organize Google Photos and Google Drive files, including deduplication and archiving.

GroundRoute

Web search for AI agents across 6 engines (Serper, Brave, Exa, Tavily, Firecrawl, Perplexity) through one search tool. Routes each query to the cheapest engine that clears a quality bar and caches repeats. Hosted, streamable-HTTP, BYOK supported.

RepStack

A stateless MCP server that normalizes strength training logs into a deterministic canonical schema, enabling consumers to build analytics downstream without storing data server-side.

Web Development Agent

An MCP server that automatically generates static websites from natural language instructions, creating Next.js-based sites with optional automatic deployment to AWS S3.

XMCP Application

A development server that automatically discovers and exposes tools from the src/tools directory, allowing you to create and run Machine Comprehension Protocol (MCP) services with either HTTP or STDIO transport methods.

Dual MCP Server for IoT & Memory

Provides two Model Context Protocol servers that enable controlling IoT devices and managing persistent memory storage with semantic search capabilities.

mcp_server

Here are the Indonesian translations of the terms you provided: * **Model:** Model * **Context:** Konteks * **Protocol:** Protokol * **Server:** Server

GraphRAG MCP Server

Enables graph-powered semantic search over the Grand Débat National dataset, providing fast, transparent answers with provenance tracing back to citizen contributions.

Mnemosyne MCP

Enables AI coding agents to query, create, and manage Mnemosyne knowledge graphs through SPARQL queries, RDF file uploads, and graph operations with OAuth authentication.

Zabbix MCP Server

A middleware service that uses Model Context Protocol to analyze and automate Zabbix events with AI, enabling automated incident response and workflow automation through n8n integration.

ppdm-mcp-server

Exposes Dell EMC PowerProtect Data Manager and NetWorker backup infrastructure as Claude Code tools for querying, monitoring, and controlling backup operations.

zellij-mcp-server

Sebuah Server MCP melalui zellij melalui STDIO

upwork-mcp

A Model Context Protocol server that enables AI agents to search, analyze, and apply for Upwork jobs autonomously. It facilitates specialized job scoring, proposal submission, and integrated client messaging through a combination of browser automation and API access.

MCP Server for NASA API integration.

Server demo MCP

django-rest-framework-mcp

Exposes Django REST Framework APIs as MCP tools, enabling natural language interactions with your data models such as CRUD operations and custom actions, with automatic schema generation from DRF serializers.

TorchV AIS MCP Server

Enables read, write, edit, and file transfer operations on TorchV AIS enterprise knowledge bases. Supports document management, repository browsing, and administrative tasks with configurable readonly, write, or admin permission levels.