Discover Awesome MCP Servers

Code Analysis MCP Server

A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.

x402search

Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per search via x402 micropayments on Base mainnet — no API keys or accounts required.

SAP Commerce MCP Server

Enables interaction with SAP Commerce systems through OCC APIs, supporting product discovery, cart management, customer support operations, and store information retrieval. Provides both local and remote connectivity options for AI agents to perform e-commerce tasks.

MCP Dummy DB Integration

A secure Model Context Protocol implementation that enables AI agents to query PostgreSQL databases through predefined tools for employee, project, and issue data. It protects sensitive credentials and prevents arbitrary SQL execution by acting as a controlled connector layer between the LLM and the database.

Tailscale Model Context Protocol (MCP) Server

Tailscale CLI 上で安全な読み取り専用操作を行うための MCP サーバー

Graphiti MCP Server

Graphiti MCP Server

Flowtion Intelligence MCP Server

An MCP server that monitors 12 Australian SMB intelligence sources to analyze market signals and provide structured data for content strategy agents. It enables users to track regulatory changes, AI trends, and business data through automated signal grading and Slack integration.

MCP Proxmox Server

Enables comprehensive management of Proxmox virtualization infrastructure through natural language, supporting VM/LXC lifecycle operations, networking, snapshots, backups, metrics monitoring, and cluster orchestration. Provides full access to Proxmox API functionality including resource discovery, cloud-init configuration, and automated deployment workflows.

DuckDuckGo MCP Server

Enables web searches through DuckDuckGo with customizable parameters like region, safe search, and time limits. Provides structured search results, recent search resources, and research planning prompts for comprehensive information gathering.

Blender MCP Server

Enables AI agents to control Blender 3D software through natural language commands, supporting object creation, manipulation, materials, rendering, and scene management with 22 tools organized across 6 categories.

Loki MCP Server

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

FastGPT Knowledge Base MCP

Intelligent knowledge base management tool that enables searching, browsing, and analyzing documents across multiple datasets with smart document analysis capabilities.

MCP TypeScript SDK

A toolkit for building Model Context Protocol servers and clients that provide standardized context for LLMs, allowing applications to expose resources, tools, and prompts through stdio or Streamable HTTP transports.

LODA API MCP Server

Enables exploration and computation of mathematical integer sequences from OEIS using the LODA assembly language. Supports sequence discovery, program execution, algorithmic mining, and real-time computation of mathematical sequences.

WIP: MCP Server Superset

鏡 (Kagami)

Gmail MCP Server

Enables AI assistants to interact with Gmail accounts for searching, reading, sending, and managing emails through secure OAuth2 authentication. It provides comprehensive tools for message operations, conversation threads, and account statistics using the FastMCP framework.

Coolify MCP Server

Enables control and management of Coolify self-hosted PaaS instances, allowing you to deploy applications, manage databases, monitor servers, and execute operations directly from AI assistants.

TezosX MCP

Provides Tezos wallet management and blockchain interaction tools for AI agents, including support for the x402 payment protocol. It enables tasks like sending XTZ, checking balances, and managing automated payments for services like NFT minting.

Mindbody MCP Server

Provides AI assistants with complete access to the Mindbody API for fitness and wellness studio management, including class scheduling, client management, bookings, payments, and staff operations across 50+ tools.

MCP Server

A Machine Context Protocol server that enables Claude AI to interact with tools through a structured communication interface, following standard MCP patterns with server initialization and stdio transport.

Instagram DMs MCP

Enables AI assistants to read, send, and manage Instagram direct messages, including viewing conversations, sending DMs to users, reacting to messages, and searching for users by username.

bitbank-api MCP Server

Exposes the bitbank-api TypeScript SDK source code and documentation to AI assistants via the Model Context Protocol. It enables assistants to search, list, and read SDK files to better understand and integrate with the bitbank API.

Excalidraw MCP Server

Enables AI agents to programmatically generate, edit, and view Excalidraw diagrams with real-time browser synchronization. It provides a suite of tools for adding shapes, text, and arrows to diagrams through natural language interactions.

MongoDB MCP Server

A powerful Model Context Protocol (MCP) server implementation that provides standardized interaction with MongoDB databases, supporting complete CRUD operations, async patterns, and real-time updates via SSE.

wisdomforge

経験、洞察、ベストプラクティスから知恵を紡ぎ出す、強力な知識管理システム。効率的な知識の保存と検索のために、Qdrantベクトルデータベースで構築されています。

Reader MCP Server

A Model Context Protocol server that connects MCP-compatible clients like Claude and VS Code to your Readwise Reader library, allowing them to list, retrieve, and update documents in your personal knowledge repository.

MCP-MultilspyLSP

言語モデルが、Language Server Protocolを通じて、複数のプログラミング言語にわたる補完、定義、参照といったコードインテリジェンス機能にアクセスできるようにするMCPサーバー。

mcp-svstudio

Synthesizer V AI Vocal Studio用のMCPサーバー。LLMがボーカルトラックの作成/編集（例：メロディーへの歌詞の追加）を行えるようにする。