Discover Awesome MCP Servers

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.

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.

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.

Price Tracker AI MCP

Price Tracker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

DOOMSCROLLR MCP Server

Enables AI agents to create and manage owned-audience websites with posts, products, subscribers, domains, and analytics.

Minecraft Command Execution MCP Server

Enables Claude to execute Minecraft commands and get tab completions through the MasterControl API. Allows remote command execution and command discovery while the player is online on a server.

SYKE

AI code impact analysis MCP server that monitors file changes, maps dependency graphs, detects cascading breakage, and gates builds before damage spreads.

Krea MCP Server

MCP server for Krea.ai enabling AI image and video generation using models like Flux, Hailuo, Runway, Kling, and others via natural language prompts.

firecrawl-lite-mcp-server

Enables privacy-first web scraping and structured data extraction using a local headless browser and your own LLM key. Supports tools for scraping, batch scraping, data extraction with prompts or schemas, and screenshots.

data-agent-service

Enables natural-language queries over data warehouses with catalog-grounded semantics and per-query authorization, returning answers with attached reasoning.

Nutrition MCP

A remote MCP server for personal nutrition tracking that lets you log meals, track macros, water, and body weight, and review your nutrition history through conversation.

langflow-mcp-server

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Langflow workflow automation platform.

https://github.com/Streen9/react-mcp

react-mcp 与 Claude Desktop 集成，能够根据用户提示创建和修改 React 应用程序。

Verda Cloud MCP Server

Enables management of Verda Cloud GPU instances through Claude, allowing users to deploy spot instances, attach volumes, and monitor status. It supports automated workflows for checking availability and configuring instances with startup scripts.

EGRUL MCP Server

MCP server for the Russian state registries EGRUL (legal entities) and EGRIP (individual entrepreneurs), built on official Federal Tax Service open-data dumps. Self-hosted via local SQLite.

ssh-mcp

An MCP server that gives Claude a shell on your servers, and cannot use it without your explicit consent.

Finviz MCP Server

Provides comprehensive stock screening and fundamental analysis capabilities using Finviz data, including earnings tracking, volume surge detection, technical indicators, dividend growth screening, and SEC filing retrieval.

PokeMCP

An MCP server that provides detailed Pokémon information by integrating with the PokeAPI, allowing users to fetch comprehensive data about Pokémon and simulate battles.

Google Solar MCP Server

Connects to the Google Solar API to provide detailed solar potential analysis of buildings based on geographic coordinates, including financial data, panel configurations, and environmental impact estimates.

maol-stack

MCP server enabling stacked Git branch workflows and GitHub PR submission through commands like run_stackline_cmd and learn_stackline.

Qiita MCP Server

一个模型上下文协议（Model Context Protocol, MCP）服务器，使人工智能代理能够与 Qiita 互动，允许通过标准化的 MCP 工具创建、读取和更新文章。

Scientific Tools MCP Server

High-value scientific tools for AI agents — literature search (PubMed, arXiv, Semantic Scholar), chemical compound lookup (PubChem, ChEMBL), patent prior art search (USPTO, EPO), GPU spot prices across 4 providers, and real-time earth science data (USGS, NASA, OpenAQ). Per-call billing via API key. Keys issued instantly at https://mcp-site.com/keys/request

Claw Memory Bridge

Provides a shared memory bridge for AI agents (QClaw, Claude Code, Codex) allowing them to store, search, and retrieve notes, decisions, and conclusions via MCP tools, using local SQLite with optional TencentDB integration.

playwright-mcp-server

Stateful MCP server wrapping Playwright for browser automation. Provides tools to navigate, interact, and extract data from web pages via a persistent browser session.

tech-icons

MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, CNCF, Devicon) with 3-tier search and multiple output formats for integration into presentations and architecture diagrams.

Tiger CLI MCP Server

Enables AI assistants to manage and query Tiger Cloud database services, including service lifecycle operations, database connections, and SQL execution.