Discover Awesome MCP Servers

Civic Data MCP Server

Provides access to 7 free government and open data APIs including NOAA weather, US Census demographics, NASA imagery, World Bank economics, Data.gov, and EU Open Data through 22 specialized tools, with most requiring no API keys.

mcp-diagram

MCP server for diagramming

lemon-squeezy-mcp

Universal Semantic Bridge for Lemon Squeezy: A high-performance Model Context Protocol (MCP) server that empowers AI assistants (Cursor, Claude, VS Code) to query payments, manage subscriptions, and sync customers to Salesforce directly from your editor. 🍋✨

(Unofficial) linkding-mcp-server

Unofficial linkding MCP server

MCP Memory

Enables AI assistants to remember user information across conversations using vector search technology. Built on Cloudflare infrastructure with isolated user namespaces for secure, persistent memory storage and retrieval.

Elasticsearch MCP Server Solution

Enables comprehensive interaction with Elasticsearch APIs through natural language queries, specifically optimized for security analysis, threat detection, incident investigation, and compliance monitoring with advanced machine learning capabilities for anomaly detection.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing MCP servers using TypeScript, featuring example implementations of tools (calculator, greetings) and resources (server info) with Zod schema validation.

MCP

A Simple Implementation of the Model Context Protocol

OpenEnded Philosophy MCP Server

Enables philosophical reasoning and concept analysis through NARS non-axiomatic logic integration, supporting multi-perspective synthesis, epistemic uncertainty tracking, and contextual semantic exploration with built-in truth maintenance.

Mingli MCP Server

Enables AI tools to perform Chinese fortune-telling analysis including Ziwei Doushu (Purple Star Astrology) and Bazi (Four Pillars) chart generation, fortune reading, and element analysis. Supports multiple calendar systems and output formats for comprehensive divination services.

MCP Puppet Pipeline

Enables browser automation and AI-driven workflows through Puppeteer integration, with file management, agent coordination, and QNAP network storage support.

Redis MCP

Enables AI assistants to perform comprehensive Redis database operations including managing strings, hashes, lists, sets, sorted sets, TTL management, and data backup/restore. Supports secure connections and provides batch operations for efficient Redis interaction through natural language.

AWS Security MCP

A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.

Europe PMC Literature Search MCP Server

A professional literature search tool built on FastMCP framework that enables AI assistants to search academic literature from Europe PMC, retrieve article details, and analyze journal quality with seamless integration into Claude Desktop and Cherry Studio.

MCP DeepSeek 演示项目

deepseek 结合 mcp 场景，最小用例，包括 client and server

ACM MCP Server

An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling steady-state and dynamic simulations and variable manipulation. It allows users to programmatically manage ACM sessions and interact with .acmf files through standardized tools.

Haloscan MCP Server

A Model Context Protocol server that exposes Haloscan SEO API functionality, allowing users to access keyword insights, domain analysis, and competitor research through Claude for Desktop and other MCP-compatible clients.

interzoid-get-weather-by-zip-code-api

An MCP Server that provides weather information by ZIP code using Interzoid's API, allowing agents to retrieve current weather conditions based on postal codes.

ClamAV MCP

A server that enables scanning files for viruses using the ClamAV engine, providing a simple integration with Cursor IDE via SSE connections.

AskTable MCP Server

Enables interaction with AskTable's data analytics platform through MCP protocol. Supports querying and analyzing data from connected datasources using natural language, available via both SaaS and self-hosted deployments.

Math & Calculator MCP Server

Provides advanced mathematical utilities including basic arithmetic, statistical analysis, unit conversions, quadratic equation solving, percentage calculations, and trigonometric functions for AI assistants.

🤖 mcp-ollama-beeai

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

Exa MCP Server

Enables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research tasks using the Exa AI Search API. Can be deployed locally or on Heroku for remote access.

Proto Server

Enables AI assistants to explore and understand Protocol Buffer (.proto) files through fuzzy search, service definitions, and message structure analysis. Integrates with Cursor IDE to provide natural language queries about protobuf schemas and API definitions.

GigAPI MCP Server

An MCP server that provides seamless integration with Claude Desktop for querying and managing timeseries data in GigAPI Timeseries Lake.

lucid-mcp

AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs, and MySQL databases. Understand business semantics. Query with natural language.

CosmWasm MCP Server

A Model Context Protocol (MCP) server that provides tools for interacting with CosmWasm smart contracts.