Discover Awesome MCP Servers

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.

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.

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.

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.

mcp-eouve

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

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.

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

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.

Oli Docs MCP

Local MCP server for querying Oli/LimX documentation via keyword, vector, or hybrid search, with citation support for use in Claude Code or OpenCode/August.

elastic-mcp

A Model Context Protocol server for Elasticsearch, enabling search, index inspection, and cluster information tools with optional write tools.

nexusfeed-mcp

Real-time LTL freight fuel surcharge rates for 9 US carriers and US state ABC liquor license compliance lookups (CA, TX, NY, FL). Every response includes a verifiability block with extraction confidence and source URL so agents can assess data quality before acting.

Stripe Paid Remote MCP Server

A remote MCP server on Cloudflare Workers with Stripe paywall, offering a free dice tool and a paid premium report tool.

蓝马甲陪护者护航 MCP

为安宁疗护陪护志愿者提供一站式工具，粘贴群聊对话即可自动识别场景，生成标准化安抚话术和后续陪护行动建议。

TopicForge

SEO articles that sound like your brand — not generic AI output. TopicForge runs a four-stage pipeline — outline, draft, voice, and CTA — to turn topics into publish-ready articles with FAQ schema, meta, and editorial guardrails.

Turso MCP Server

Enables SQL queries, table listing, schema description, and data retrieval with pagination on Turso (libSQL) databases.

inventory-mcp

MCP server for Inventory (whereiput.it) that enables searching, full CRUD operations on items/locations/areas, and AI-powered photo recognition flow from MCP-compatible clients.

foxess-mcp-server

A powerful MCP server that enables AI assistants like Claude to access, analyze, and optimize solar energy data from FoxESS inverters.

3DCityDB MCP Server

Enables AI assistants to interact with 3DCityDB v5 through natural language, dynamically resolving object classes, properties, and codelists to answer spatial questions and execute SQL queries on CityGML data.

mcp-tailscale

Production-ready MCP server for Tailscale management with 48 tools across 9 domains: Devices, DNS/Split DNS, ACL policies, Auth Keys, Users, Webhooks, Posture Integrations, Tailnet Settings, and Diagnostics. Supports stdio and SSE transport with Bearer token authentication. Built with TypeScript strict mode, Zod validation, and zero shell execution. AGPL-3.0 + Commercial dual-licensed.