Discover Awesome MCP Servers

io.github.vouchdev/vouch

Review-gated knowledge base for LLM agents that ensures durable memory via human-approved writes, compiling a wiki with verified citations.

Ask AI

Hosted MCP server connecting Shopify, Klaviyo, GA4, Meta Ads, Google Ads, Xero, Gorgias and 20+ e-commerce data sources so AI assistants can answer merchant questions that span every source at once.

Google Scholar MCP Server

Enables AI assistants to search and access academic papers from Google Scholar via MCP protocol, with support for keyword, author, and year filtering, CAPTCHA handling, and BibTeX retrieval.

GTH Intelligence - Substance Abuse Treatment Finder

Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all 50 US states.

WhatsApp Web MCP

Local MCP server for agents to search, structure, and export authorized WhatsApp Web conversations. Uses Playwright for DOM interaction, supports message search, export, media transcription, and controlled message sending.

SVGMaker MCP Server

Enables LLMs to programmatically generate, edit, and convert SVG images using the SVGMaker API and save them to the local filesystem.

ed-tech-system-mcp

Domain-Driven MCP server for ed-tech workflows, exposing validated MCP tools backed by LangGraph agents, Supabase document retrieval, web search, and YouTube video discovery.

TASS MCP Server

Provides LIWC-style dictionary scoring of text with deterministic, provenance-first analysis, enabling researchers and AI agents to perform reproducible text analysis via MCP tools.

MCP Server Boilerplate

A ready-to-use starter implementation of the Model Context Protocol (MCP) server that enables applications to provide standardized context for LLMs with sample resources, tools, and prompts.

mcp-mysql-connector

Enables LLM agents to interact with MySQL databases through tools for querying, schema management, user administration, and transaction control.

Mcp7zOp

A local MCP server that provides tools for working with 7-Zip archives, enabling archive creation, extraction, item management, and file system operations through a standardized interface.

postgres-mcp

MCP server with 14 tools for PostgreSQL database operations. Query databases, explore schemas, analyze tables, with SQL injection prevention and read-only mode by default.

DataFlow MCP Server

A production-grade MCP server for secure MongoDB CRUD operations with filtering, pagination, health monitoring, and rate limiting.

Calendar MCP Server

Enables AI assistants to manage Google Calendar events, including reading, searching, creating, updating, and deleting events, as well as checking availability and listing calendars.

push-notification-mcp

Sends native macOS push notifications via a single MCP tool, using osascript for secure delivery.

mcp-deploy-mcp

An MCP server that helps Claude design, scaffold, and validate MCP servers compatible with the mcp-deploy platform, enabling seamless creation and deployment of new MCP workers.

ms-teams-mcp

Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the Microsoft Graph API, enabling natural language interactions to read and manage messages, emails, events, and files.

kw-notice-mcp

Local read-only MCP server for Kwangwoon University notices, providing metadata-only crawling and cached notice access through a local STDIO server.

groundtruther-mcp

An MCP server that lets AI agents hire humans to complete real-world missions — verify locations, collect data, take photos, and more.

mcp-pubchem

Provides access to the NIH PubChem chemistry compound database, enabling queries for compound synonyms and other data through natural language.

Chatvolt MCP Server

Extends AI agents with tools to manage agents, query datastores, and handle CRM scenarios via the Chatvolt API.

agentfund

Fundraising infrastructure for AI agents on Solana: register agents, create milestone-escrowed campaigns, and donate via the x402 pay-to-call flow. Backed by Anchor programs (agent_registry, escrow, reputation) with on-chain reputation for every verified action.

MCP Chess Server

A server that enables users to play chess against any LLM, with features for visualizing the board, making moves in standard notation, and analyzing positions from PGN files.

dots-mcp

Enables searching Xiaohongshu (小红书) content via dots.ai using a logged-in browser session, exposed as MCP tools.

StickyNotes-MCP

一个用于便利贴的 Python MCP 服务器，演示了如何使用模型上下文协议 (MCP) 创建自定义工具、资源和提示，以便与 Claude 桌面应用程序无缝集成。

servomotor-mcp

Drive open-source Gearotons M17 servomotors from natural language via an MCP server with safety rails and a mock backend.

fluidattacks-mcp

fluidattacks-mcp

ag402-mcp

Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP server with a paywall in one command (ag402 serve), or let your AI agent auto-pay for paid APIs (ag402 run). Zero code changes for both buyers and sellers. Solana USDC, ~0.5s settlement, non-custodial, 648+ tests, MIT licensed. Works with Claude Code, Cursor, OpenClaw, LangChain, AutoGen, CrewAI out of the box.

Windows Management MCP Server

A Python-based MCP server for local Windows diagnostics, task management, cleanup, hardware inspection, security checks, and administrative workflows.

telegram-api-mcp

Ultimate MCP server for Telegram Bot API — 169 methods, full v9.6 coverage, meta-mode, rate limiting, and circuit breaker, enabling AI to control Telegram bots with natural language.