Discover Awesome MCP Servers

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.

Grant Hunter MCP

Autonomously discovers non-dilutive funding opportunities from Grants.gov, generates AI-powered pitch drafts using Gemini, and integrates with Google Workspace to create email drafts and calendar reminders for grant deadlines.

🧬 MCP PRIDE Archive Search Server

一个模型上下文协议服务器，它使人工智能模型能够通过结构化的函数调用，以编程方式搜索和交互 PRIDE Archive 存储库中的蛋白质组学数据集。

FastExcel MCP Server

Excel 的模型上下文协议 (MCP)

t-pane MCP Server

Enables Claude to execute commands and manage directory-aware panes within tmux sessions for a shared terminal experience. It features smart output capture, interactive prompt detection, and background task management.

ThinQ Connect MCP Server

Provides integrated control capabilities for LG ThinQ devices including status monitoring, device control, and profile information through a Model Context Protocol server.

HexDocs MCP

Provides semantic search capabilities for Hex package documentation using AI embeddings. Automatically fetches, processes, and searches Elixir package documentation to help developers find relevant information through natural language queries.

Website Builder MCP Server

An MCP server for automated website generation that transforms Excel spreadsheets and structured data into responsive portfolios, catalogs, and directories. It enables users to create complete websites, add pages, and generate components through natural language and template-based integration.

Token Metrics MCP Server

Token Metrics MCP Server

Web Search MCP Server

Enables web searching and content scraping through Google Custom Search API. Provides tools to search the internet, extract webpage content, and automatically scrape search results for comprehensive information gathering.

slack-indexed

An MCP server for semantic search and retrieval of indexed Slack messages stored in Qdrant using Cohere reranking via AWS Bedrock. It enables users to search through Slack history, retrieve full message threads, and access channel or user statistics through natural language.

Cortex

一个声明式平台，用于在 Golang 中构建模型上下文协议 (MCP) 服务器——以清晰、结构化的方式公开工具、资源和提示。

Tailscale Model Context Protocol (MCP) Server

用于在 Tailscale CLI 上进行安全只读操作的 MCP 服务器

ContextBuilder (ctx)

A Context-as-a-Service MCP server that maintains structured, graph-based context for Shopify apps by extracting and summarizing data from web sources and help centers. It enables multi-agent systems to retrieve isolated, provenance-backed context slices or starter bundles via push and pull mechanisms.

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.

QuantConnect MCP Server

LLM Driven Trading Platform Orchestration - Strategy Design, Research & Implementation

Django Styleguide MCP Server

Provides AI assistants easy access to Django best practices by splitting comprehensive styleguide documentation into AI-friendly sections accessible through the Model Context Protocol.

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.

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.

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.

element-plus-mcp

元素毛绒 MCP 服务器 (Yuánsù máoróng MCP fúwùqì)

Pagebolt

Pagebolt MCP allows you to take screenshots, narrated videos, PDF, OG images from anywhere on the web.

AWS MCP Server

Provides read-only access to AWS resources including S3 buckets, EC2 instances, IAM users, and caller identity verification through the Model Context Protocol.

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.