Discover Awesome MCP Servers

CRIC物业AI MCP Server

Enables users to access real estate property industry news daily and search a specialized knowledge base covering laws, regulations, company info, and more.

mcp-poc

A minimal MCP server with four tools (add, greet, text_stats, divide) demonstrating typed parameters, structured outputs, and error handling over stdio transport.

Web3 Stats Enhanced - Dune + Blockscout MCP Server

This project implements a Model Context Protocol (MCP) server that combines the power of Dune Analytics and Blockscout APIs, providing comprehensive blockchain data analysis capabilities for LLM agents and MCP clients.

aleostudio MCP Server

A lightweight MCP server providing utility tools for math, text processing, data conversion, and URL fetching. It supports both STDIO and SSE communication modes for seamless integration with Claude Desktop and remote AI agents.

Semrush Universal MCP Server

Provides a standardized interface for interacting with Semrush's tools and services through a unified API using the Model Context Protocol.

Indian Railway MCP

印度铁路数据 MCP 服务器。通过简单的 Claude 桌面集成，即可搜索列车、查询座位余票、获取实时状态、延误信息、车站/列车代码等。

sidekick

Enables persistent remote VPS collaboration with MCP tools, live dashboard, and autonomous AI agent for code execution, memory, and task automation.

walmart-mcp

A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to manage items, inventory, prices, and orders, and consumers to search, lookup products, reviews, and store locations.

familia-mcp

Provides tools for managing Kenyan family legal matters including inheritance, wills, trusts, diaspora property, and caretaker records via MCP.

Dedalus MCP Documentation Server

Enables serving and querying documentation with AI-powered capabilities including markdown file serving, keyword search, and intelligent Q\&A using OpenAI integration.

applescript-mcp

Enables Claude to automate macOS applications, manage files, control music, send messages, and more through AppleScript.

Nash-Arena

Chess and Card Game Arena For LLM

Example MCP Server

A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.

ebb-ai

Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnight" LLM tasks to the cleanest electricity-grid hour inside a deadline — 40-70% lower CO2 per task, 50% cheaper via Anthropic/OpenAI Batch APIs. 9 MCP tools, per-task carbon receipts to local SQLite, Apache-2.0.

Boss Zhipin MCP Server

Automates job searching and initial communication on the Boss Zhipin platform by parsing resumes and matching them with relevant job listings. It includes anti-bot detection features and supports automated messaging to HR representatives through various MCP clients.

knowledge-graph

Long-term memory system for AI agents that accumulates domain expertise through mentorship, automatically recalls relevant knowledge, and supports memory decay and growth with anti-fabrication.

MailMaster

An MCP server to handle your gmail account

mcp-memory-server

An advanced contextual memory server for agent orchestration providing chronological history, semantic vector search via Redis Stack, and temporary scratchpad storage. It also enables context compression through history rollups and facilitates inter-agent communication using a Redis-based Pub/Sub system.

omdb-mcp

MCP server for the OMDb API - search movies, series, and episodes from any MCP-compatible client.

claude-handoff-mcp

An MCP server that fetches and extracts Claude Design handoff bundles from URLs, enabling users to deploy design files directly into their projects with a single tool call.

Cloudflare Playwright MCP Server

Enables AI assistants to control a browser for web automation tasks, including navigation, typing, clicking, and taking screenshots, deployable to Cloudflare Workers.

mcp-server-convert

A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.) to Markdown, enabling AI agents to ingest and understand document content.

mimecast-mcp

MCP server for Mimecast Email Security — message tracking, threat intelligence, and email queue management. Enables AI assistants to investigate and manage email security events.

Observability MCP Server

Provides comprehensive monitoring and observability for MCP server ecosystems with real-time health checks, performance metrics, distributed tracing, anomaly detection, and automated performance reports using OpenTelemetry and Prometheus.

GitLab PR Analysis MCP Server

镜子 (jìng zi)

mcp-va-museum

MCP server for querying the Victoria and Albert Museum (V\&A) collections via natural language or direct tool calls.

Campertunity MCP Server

Campertunity MCP Server

Agent Care MCP

Integrates with EMRs like Cerner and Epic via FHIR to retrieve patient data, and provides medical research tools (PubMed, clinical trials, FDA) for clinical analysis.

databricks-mcp

Exposes Databricks REST APIs as MCP tools for managing and querying a Databricks workspace, including clusters, jobs, SQL, Unity Catalog, and more.

@vibebrowser/chrome-devtools-mcp

A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple AI agents to concurrently control and inspect a live Chrome browser via the Model Context Protocol.