Discover Awesome MCP Servers

mcp-server-vector-search

Combines Neo4j graph database with vector search using OpenAI embeddings for intelligent semantic search across knowledge graphs.

aimarket-oracle-gateway

MCP server exposing AIMarket's verifiable oracle capabilities (Platon VRF, Chronos VDF, LUMEN reputation) as agent-callable tools with pay-per-call.

sliverc2-mcp

sliverc2-mcp

MemoV

Provides a memory layer for AI coding agents with Git-powered version control, enabling automatic tracking of prompts, context, and code diffs.

Rod MCP Server

Browser automation for AI agents via the Model Context Protocol, enabling web navigation, form filling, screenshots, and more using Chromium.

Trello MCP Server

Enables AI assistants to retrieve Trello card information by ID or link, providing access to card details including labels, members, due dates, and attachments through a standardized interface.

winning-cv-mcp

AI-powered job matching and CV generation tool that searches jobs on LinkedIn and Seek, analyzes CV fit, and generates tailored CVs.

ssh-client-mcp-server

A local MCP server that enables LLMs to execute shell commands on remote hosts over SSH with multiple authentication methods.

qorami-mcp

▎ Check an email before an AI agent sends it: send / ask a human / block — with machine reason codes and prompt-injection detection.

Pollinations Multimodal MCP Server

A Model Context Protocol server that enables AI assistants like Claude to generate images, text, and audio directly through Pollinations APIs using a lightweight stdio transport design.

icalPal MCP Server

Enables AI assistants to interact with macOS Calendar and Reminders applications. Allows querying events, tasks, calendars, and accounts through natural language using the icalPal Ruby gem.

Windows-MCP

A lightweight MCP server that enables AI agents to seamlessly integrate with Windows, performing tasks like file navigation, application control, UI interaction, and QA testing.

gmail-fast-mcp

A Gmail MCP server providing 19 tools for email operations, label and filter management, and attachment handling via the Gmail API.

DevUtils MCP Server

Provides essential developer tools for workspace management, including advanced file searching, project structure analysis, and batch code editing. It enables users to efficiently navigate, analyze, and modify source code within their development environment.

Agentic Tools MCP Server

A Model Context Protocol server providing AI assistants with comprehensive project, task, and subtask management capabilities with project-specific storage.

Amazon Marketplace MCP Server by CData

This read-only MCP Server allows you to connect to Amazon Marketplace data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

mcp-colab-gpu

Enables MCP-compatible AI assistants to run Python code on Google Colab GPU/TPU runtimes, supporting accelerators like T4, A100, H100, with background execution and Google Drive integration.

MCP Product Search Server

Enables product search functionality via MCP, allowing Claude to search products by keyword with filters, list categories, and retrieve product details.

creatify-mcp

creatify-mcp

Remote MCP Server

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication and Server-Sent Events transport. Enables remote access to MCP tools from Claude Desktop and other clients over HTTP.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, pipeline status, test reports, and discussions.

Ontolocy MCP Server

Augments an LLM with Ontolocy cyber graph capabilities, enabling natural language queries against a Neo4j graph database populated with MITRE ATT\&CK data.

VS Code MCP Button Generator

Generates VS Code installation buttons and markdown badges for MCP servers, supporting both Stable and Insiders versions with configurable inputs and commands.

Coolify MCP Server

An MCP server that enables AI assistants to manage infrastructure, applications, databases, and services through the Coolify PaaS platform.

claude-crowed

A persistent semantic memory system for Claude Code that provides a structured, versioned document store with semantic search and graph visualization. It acts as a memoization layer to store and retrieve research, design decisions, and codebase insights across different work sessions.

FNS Check MCP Server

MCP server for verifying Russian counterparties (legal entities and individual entrepreneurs) via public Federal Tax Service data: EGRUL/EGRIP, bankruptcy registry (EFRSB), Transparent Business, bailiff service (FSSP), and arbitration courts (KAD).

n8n - Secure Workflow Automation for Technical Teams

Plataforma de automatización de flujos de trabajo con código justo y capacidades nativas de IA. Combine la construcción visual con código personalizado, autoalojamiento o nube, más de 400 integraciones.

Docker & Kubernetes MCP Server

Enables AI assistants to manage Docker containers and Kubernetes resources through natural language, supporting operations like container management, image building, and pod/deployment/service management.

NotePlan MCP Server

A Message Control Protocol server that enables Claude Desktop to interact with NotePlan.co, allowing users to query, search, create, and update notes directly from Claude conversations.