Discover Awesome MCP Servers

GDAL MCP

An MCP server providing geospatial analysis tools for raster and vector data, integrated with a reflection system that requires AI agents to justify their methodological decisions. It enables accurate mapping and spatial operations by ensuring reasoned choices for coordinate systems, resampling, and data transformations.

Ableton MCP

Enables AI assistants to control Ableton Live through natural language by querying tracks, analyzing sessions, and exporting stems via AbletonOSC integration.

Greeting MCP Server

A simple MCP server built with Next.js that provides a greet_user tool to return friendly greetings, either general or personalized.

AWS FIS MCP Server

Enables interaction with AWS Fault Injection Service to create, manage, and execute chaos engineering experiments. Operates in read-only mode by default for security, with optional write operations for starting/stopping experiments and managing templates.

perf-mcp

Fact-checks and fixes AI outputs by catching hallucinations, repairing broken JSON, and correcting errors before they reach users, with tools for verification, validation, and correction.

CyberChef API MCP Server

Enables LLM clients to encode, decode, and transform data using CyberChef operations via an MCP server that interfaces with the CyberChef API.

Codex Delegate MCP

An MCP bridge that enables AI coding agents to delegate implementation tasks to the OpenAI Codex CLI, allowing the orchestrator to plan and review while Codex executes.

vikunja-mcp

Enables AI assistants to interact with Vikunja task management via ergonomic and raw REST tools for projects, tasks, labels, and comments.

WeCom Data Gateway MCP Server

Exposes enterprise WeChat approval, report, and check-in data reading capabilities through the MCP protocol, enabling WorkBuddy and CodeBuddy to read historical business data.

mcp-rag-assistant

MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enabling AI-powered document querying, summarization, analysis, and comparison over PDFs, DOCX, XLSX, and CSV files.

OpenCode MCP Gateway

Exposes local OpenCode instances as remote MCP servers for Claude and ChatGPT, enabling terminal access, session management, and interactive human-in-the-loop workflows. It simplifies deployment for local machines using Cloudflare Tunnels to provide secure public connectivity and OAuth support.

TON Access MCP Server

Một triển khai máy chủ Model Context Protocol (MCP) sẵn sàng cho sản xuất, kết nối các trợ lý AI với blockchain TON, cho phép họ truy vấn số dư ví, chi tiết giao dịch, hợp đồng thông minh và các dữ liệu blockchain khác.

osv-ui-mcp

Visual CVE audit dashboard for npm, Python, Go, and Rust projects. Scans your project manifests (package-lock.json, requirements.txt, go.sum, Cargo.lock) against OSV.dev live data, opens a browser dashboard for human review, then applies fixes only after explicit confirmation. Supports multi-service monorepos in one command.

Anthropic Billing MCP Server

Enables retrieval of Anthropic billing and cost report data, with time-based filtering, grouping, and daily cost summaries.

Mautic MCP Server

Enables comprehensive integration with Mautic marketing automation platform, providing contact management, campaign automation, email operations, form management, analytics, and content management through natural language commands.

AlphaCAM MCP Bridge

AI-driven CAM automation server that wraps AlphaCAM 2016 R1 COM API into MCP tools, enabling geometry creation, machining operations, tool management, nesting, and NC code output.

patreon-mcp-server

Gives AI assistants read-only access to your Patreon creator data, including campaigns, members, posts, and tiers.

Hypermnesic

Git-native long-term memory for AI agents: your markdown files are the source of truth, the search index is a disposable projection rebuilt from git, and every memory the agent writes is a reviewable git commit. Served over one OAuth-secured MCP endpoint with hybrid lexical+semantic recall and a gated, git-first commit_note write tool.

Halo ITSM MCP Server

Enables AI assistants to manage tickets, users, clients, assets, and more in Halo ITSM through the Model Context Protocol.

Vibehacker Metasploit MCP

Một giao diện dựa trên FastMCP cho Metasploit Framework, cho phép các tác nhân AI tương tác với các khả năng của Metasploit để khai thác, tạo payload, quét mục tiêu và quản lý phiên.

Endor

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds, with direct AI agent integration for instant development and testing environments.

MCPJungle mcp gateway

MCPJungle is a self-hosted MCP Registry and Gateway suitable for both local and enterprise deployments. It provides a single URL for your MCP clients to access servers and a central platform for you to track your MCPs and client-server interactions.

telegram-ads-mcp

An MCP server that lets AI agents read and manage Telegram Ads campaigns, including listing accounts and ads, reading stats and budgets, and creating/updating ads, CPM, status, and budget by driving the real ads.telegram.org web UI through Playwright with a reused cookie-based login session.

mcp-gdrive-cf

Remote MCP server for Google Drive and Sheets running on Cloudflare Workers, providing 11 tools for file and sheet operations with full OAuth 2.0 and PKCE support for secure authentication.

google-flights-mcp

MCP server that enables Google Flights search via SerpApi, supporting one-way, round-trip, and multi-city itineraries with defaults for Business class, Star Alliance, and EUR pricing. It provides flight search, booking options, and usage tracking.

ROS 2 MCP Server

A Model Context Protocol server for ROS 2, enabling AI assistants to introspect and interact with ROS 2 systems.

MCP Workflow Engine

Provides AI coding agents with dependency analysis, impact detection, and build verification tools.

Todoist MCP Server

Enables AI assistants to manage Todoist tasks, projects, sections, labels, and comments through natural language conversations, providing complete control over your productivity workflow via the Todoist API.

Inventory Tracker MCP Server

A Model Context Protocol (MCP) server that lets Claude AI manage a real PostgreSQL inventory database using natural language.