Discover Awesome MCP Servers

dotplot-mcp

MCP server for product analytics using dot plots to visualize individual user activity, with tools for user classification, aha moment detection, retention analysis, and generating shareable HTML reports.

Minecraft MCP Server

Enables control of a Minecraft server through RCON commands via natural language, including game commands, chat-based AI interactions, and server management capabilities.

mcp-server-template

A Python MCP server template with environment-driven configuration, key authentication with rotation, JSON logging, and a golden-set eval harness for building production-ready MCP servers.

Remote MCP Server (Authless)

A template for deploying MCP servers without authentication on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or other MCP clients.

Never Ask Twice

Enterprise support memory agent that remembers customer context across sessions, retrieves relevant memories, and forgets stale facts to reduce re-ask rates.

Prosp MCP Server

MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, messaging, and analytics programmatically.

NFL Transactions MCP

A Modular Command-line Program for fetching and filtering NFL transaction data, including player movements, injuries, disciplinary actions, and more from ProSportsTransactions.com.

Odoo CRM MCP Server

Enables AI agents to query and interact with Odoo CRM data via MCP, supporting sales pipeline analysis, customer risk assessment, meeting preparation, and executive reporting, with human approval for write actions.

mcp-amazon-sp-api

MCP server that exposes the Amazon Selling Partner API to Claude Desktop and any other MCP client. It wraps the python-amazon-sp-api SDK and ships 55+ tools across 19 SP-API scopes with automatic pagination, throttle-aware retry and multi-marketplace support.

composio

Provides each user in a shared channel with their own authenticated tools (e.g., Gmail, Outlook, GitHub) via Composio's Tool Router, handling per-user OAuth entirely within the chat.

Notion MCP Server

官方 Notion MCP 服务器

Hello-MCP 🚀

一个简单的带有客户端和服务器的 MCP 演示

suno-mcp

Enables AI music generation and management through the Suno API, supporting text prompts, custom lyrics, track status monitoring, and credit management.

decixa-mcp

MCP server for Decixa that helps AI agents find and resolve APIs for tasks using natural language intents, with support for budget and latency filtering.

mcp-budget-server

An MCP server for advertising estimate analysis that calculates billing, outsourcing costs, net revenue, and margin rate from various currency formats.

vibe-guard

MCP server that provides project guardrails including prior art research, project status checks, next task retrieval, and quality gate enforcement for AI-assisted development.

PowerPoint MCP Server

Enables AI assistants to create, inspect, and edit PowerPoint presentations programmatically using tools for slides, text, shapes, images, tables, and search-and-replace operations.

MCP SBOM Server

Performs vulnerability scans using Trivy to generate Software Bill of Materials (SBOM) in CycloneDX format. It enables automated security auditing and dependency tracking through the Model Context Protocol.

proxmox-safe-mcp

Enables safe, confirmable Proxmox operations: read-only cluster/guest status and bounded power actions and snapshot creation, with explicit byte-for-byte approval for each mutation.

Earnings Call MCP

MCP server that enables searching, retrieving, and translating earnings call transcripts from MarketBeat, deployed on Cloudflare Workers.

shorthand-mem

Semantic compression MCP server that reduces document token usage by 60-80% using structured symbolic notation, enabling Claude to efficiently store, retrieve, diff, and summarise documents across PRD, CODE, PAPER, and MEETING domains.

gx-mcp-server

Exposes Great Expectations data-quality checks as MCP tools for LLM agents, enabling data loading, expectation definition, validation, and result interpretation.

Clipboard MCP

Provides tools for reading and writing system clipboard data across Linux, macOS, Windows, and WSL platforms.

@mp-consulting/homebridge-mcp-server

MCP server for Homebridge that enables AI assistants to control smart home accessories, manage plugins, edit configuration, and monitor the Homebridge server.

pdfmux

PDF extraction that actually works. The only extractor that audits every page. #2 on opendataloader-bench. 5 MCP tools for AI agents: metadata, convert, analyze, batch, structured extraction.

url-manager-mcp

Enables AI agents to manage bookmarks (webpages, articles, videos) on behalf of users, including registration, categorization, tagging, and sharing.

@teatak/mcp-server-browser

An MCP server that runs in the browser, letting web pages register custom tools and prompts and expose them to an MCP client over WebSocket. Enables agents to drive UI, call page-scoped APIs, and get human-in-the-loop confirmation.

vibevoice-asr

Local speech-to-text transcription using Microsoft's VibeVoice-ASR model with speaker diarization, enabling audio transcription directly in AI tools like Claude Code, Cursor, and OpenCode.

mcp-agent-session-summaries

Let your OpenCode coding agent document agent sessions in a safe, sandboxed markdown folder.

MCP SSH Manager

Enables Claude to manage multiple SSH connections, execute remote commands, and transfer files across servers. Supports secure authentication, default directories, sudo operations, and deployment automation with profiles for different project types.