Discover Awesome MCP Servers

MCP Server ELK

A production-oriented, read-only MCP server for secure ELK stack analysis, compatible with OpenClaw.

Spark SQL MCP Server

An MCP server that enables AI assistants to query Spark SQL clusters via the Thrift/HiveServer2 protocol.

siftingio-mcp

Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, fundamental data, and market information retrieval.

dental-ai

Enables AI-powered dental X-ray analysis and treatment planning using YOLOv11 and clinical guideline RAG, integrated with MCP for use with Claude and other AI assistants.

telegram-mcp-server

A read-only MCP server that lets AI agents read personal Telegram chats from an allowlist of folders, with no send/edit/delete capability.

ibanchecker-mcp

IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI assistants, backed by ibanchecker.cash. Covers 90 countries; no IBAN data is stored.

PostgreSQL MCP Server

Enables AI assistants to execute SQL queries and inspect PostgreSQL database schema.

mcp-server-eia

Provides AI agents with structured access to the U.S. EIA Open Data API for energy data including power plants, operations, fuel prices, projections, and state CO2 emissions.

@striderlabs/mcp-ihg

Enables hotel search, booking, reservation management, and rewards tracking for IHG hotels via browser automation.

MCP Ethical Hacking

MCP Ethical Hacking Security sample for educational

Ordiscan MCP Server

An MCP server for getting information about Ordinals and Runes on Bitcoin

ed-mcp

An MCP server and CLI for Ed Discussion that gives LLMs access to threads, comments, attendance, moderation, file uploads, and instant local search through 43 tools.

Google Analytics MCP Server

A FastMCP-powered server that connects Google Analytics 4 data to Claude Desktop with automatic OAuth 2.0 authentication, enabling users to access GA4 metrics, properties, and reports through natural language queries.

Custom MCP Server

A Next.js-based MCP server that provides basic utility tools including echo, current time retrieval, and safe mathematical calculations through HTTP and SSE transports.

mcp-postscript

Enables SMS marketing for Shopify via Postscript, allowing AI agents to manage campaigns and communications through natural language queries.

MCP Google Sheets Server

Enables reading, writing, and managing Google Sheets documents with support for batch operations, formatting, charts, and conditional formatting through the Model Context Protocol.

Weather MCP Server

A production-ready MCP server that provides real-time weather information, forecasts, and alerts to LLM clients using the Open-Meteo API, with support for 26+ global cities, dual transport (STDIO/HTTP), and Docker deployment.

BedVibe Mail Bridge

A local Windows desktop app and MCP server that allows AI assistants to read, search, and draft replies for Gmail, but enforces human confirmation for all destructive actions like sending, deleting, or unsubscribing.

Bitbucket MCP Server

MCP server for integrating with Bitbucket Cloud and Server APIs, enabling AI assistants to interact with repositories, pull requests, pipelines, and more.

mcp-ml-toolkit

基于FastMCP和scikit-learn构建的机器学习MCP服务器，提供30个工具覆盖分类、回归、聚类、降维、模型评估和数据预处理。

mcp-aurekai

Aurekai MCP exposes 89 native akai_\* runtime operators to any MCP-compatible host, covering the full Aurekai binary family — API gateway, artifact inspection, proof bundle export, semantic embedding, batch queuing, entity detection, compression, and more. Zero external dependencies; runs locally via npx -y @aurekai/mcp.

Neo MCP

Integrates an autonomous AI engineering agent into your editor via the Model Context Protocol, allowing you to describe AI/ML tasks in plain English and execute them locally.

openEHR MCP Server

Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHRbase) for creating compositions, managing EHRs, listing templates, and executing AQL queries.

pastorsimon1798/mcp-video

MCP for video editing through ffmpeg

Conductor MCP Server

MCP server for interacting with Conductor workflow orchestration, enabling AI agents to create, execute, and analyze workflows.

Polarion MCP Server

Integrates with Siemens Polarion ALM to manage test cases, test runs, and results, with support for JUnit import and spreadsheet export.

mcp-eouve

Integrates with the eOuve portal to enable login, list and send ombudsman and e-SIC requests, and manage municipal secretariats and subjects.

LLM Wiki MCP Server

Provides a lightweight personal knowledge base MCP server that compiles raw materials into interconnected Wiki pages, with hybrid search (BM25, optional vector, link expansion) and tools for querying, reading, writing, and ingesting content.

IslamicCorpusMCP

Enables querying the Quran, Tafsir (commentaries), and Hadith (sayings of Prophet Muhammad) from a relational MySQL database through natural language, using the Model Context Protocol for structured, anti-hallucination responses.

K-Data Gate MCP Server

Provides Korean market data (products, trends, stocks, real estate) in English JSON for AI agents, with 13 tools including search, trends, and stock analysis.