Discover Awesome MCP Servers

Nutrient DWS MCP Server

A Model Context Protocol server that integrates with Nutrient Document Web Service, allowing AI assistants to perform advanced PDF operations including digital signing, document generation, editing, OCR, watermarking, and redaction.

resume-fit-scanner

Analyzes resume text against job descriptions to provide ATS fit scores, missing keywords, and suggestions.

disvr

Tool search engine for AI agents. One API call to discover the best MCP server for any task. 900+ services indexed with 4-dimensional value ranking.

VMware MCP Server

Enables management of VMware Workstation virtual machines, including lifecycle and snapshot operations, through MCP tools accessible by AI assistants.

instagram

Enables fetching public Instagram profiles, posts, and images without an API key via Instagram's mobile API.

phpipam-mcp-server

Enables interaction with phpIPAM IP address management (IPAM) system, providing tools to manage IP sections, subnets, addresses, VLANs, and more through natural language.

Semrush MCP Server

Một triển khai máy chủ Giao thức Ngữ cảnh Mô hình (MCP) cung cấp các công cụ để truy cập dữ liệu API Semrush.

Spotify MCP Server

Kết nối Claude với Spotify, cho phép điều khiển phát nhạc, chức năng tìm kiếm và quản lý hàng đợi thông qua API của Spotify.

swipl-mcp-server

This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports loading Prolog files, adding/removing facts and rules, listing symbols, and running queries with two modes: deterministic pagination and true engine backtracking.

Discord MCP

Enables AI assistants to interact with Discord servers, including listing servers/channels, sending messages, and managing reaction-based opt-in campaigns.

Giphy MCP Server

This server implements the Multi-Agent Conversation Protocol for the Giphy API, allowing agents to interact with Giphy's services through natural language commands.

JIRA MCP Server

Enables Claude AI to interact with JIRA for project management and issue tracking, supporting JQL queries, comprehensive issue details retrieval with subtasks and linked issues, and release planning analysis.

URL Reputation and Validity Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

Local Search MCP Server

Enables semantic search across indexed documents using vector embeddings. Index GitHub repositories and URLs to perform natural language queries with AI-enhanced contextual results.

ts-mcp-meta

Aggregates tools from multiple MCP servers, generates TypeScript definitions, and executes custom TypeScript scripts to orchestrate cross-server tool calls.

Quickstart Guide to Building an MCP Server in Python

Hướng Dẫn Nhanh về Giao Thức Bối Cảnh Mô Hình - 2025

PowerShell Empire MCP Server

Enables AI assistants to manage Empire listeners, stagers, agents, modules, and credentials via the Empire REST API.

image-forge-mcp

An MCP server for AI-powered image processing (generate, edit, vary, analyze) supporting OpenAI, Gemini, Ideogram, and custom relay endpoints.

EndOfLife MCP Server

Provides access to the endoflife.date API to query support and end-of-life information for thousands of software products. It enables users to retrieve detailed release schedules, lifecycle data, and product categories through natural language.

v0 MCP Server

Enables generating web application prototypes from natural language requirements using the v0 Platform API. Returns demo URLs and file information for created prototypes.

CiviCRM MCP Server

Enables AI assistants to access and manage CiviCRM data, including contacts, activities, contributions, events, and memberships, with full custom field support.

Printify MCP Server

A Model Context Protocol server that allows AI assistants like Claude to integrate with Printify's print-on-demand platform, enabling product creation, management, and AI-generated design uploads through natural language commands.

Litmos MCP

Enables Claude Desktop to interact with the Litmos REST API for managing courses, users, training progress, and enrollments.

Bollard MCP

Enables safe, AI-driven database interactions with schema discovery, intent validation, and session memory, supporting multiple databases.

Discord Notifications MCP Server

Enables AI agents to interact with Discord by sending notifications, creating channels, and managing interactive questions with support for two-way responses. It allows for streamlined communication through channel keys and supports various question types like multiple-choice and extended-answer modals.

coinverdict-mcp

coinverdict-mcp

litcoin-mcp

Enables querying the LitCoin knowledge graph for nodes, edges, and relationships, with support for semantic similarity search over nodes and edges via MCP.

harness-health-engineering

Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) and exploring backlinks between notes.

BLACK SOULS MCP

Local MCP server for BLACK SOULS / RPG Maker VX Ace that reads game state and executes keyboard actions via MCP tools.

MCP DSFR

Generates, validates, and audits French government DSFR components with RGAA 4.1 accessibility compliance, enabling seamless integration into Claude Desktop.