Discover Awesome MCP Servers

DimeVision MCP Server

Enables AI assistants to analyze weld photos for quality scoring and identify common defects like porosity or undercut. It provides practical bead-building tips and technical guidance for MIG, TIG, and Stick welding processes based on AWS/ASME standards.

Weather Alert & Forecast MCP Tool

Một microservice gọn nhẹ lấy thông tin cảnh báo thời tiết và dự báo từ API của Cơ quan Thời tiết Quốc gia (National Weather Service), cung cấp cảnh báo theo cấp tiểu bang Hoa Kỳ và dự báo dựa trên vị trí.

Obsidian MCP Second Brain Server

Enables read-only access to Obsidian vaults with semantic search, tag filtering, and metadata queries. Provides secure, intelligent note retrieval and summarization for LLMs without modifying your vault.

Swagger MCP

Automatically converts Swagger/OpenAPI specifications into MCP servers, enabling AI agents to interact with any REST API through natural language by exposing endpoints as AI-friendly tools.

PocketBase MCP Server

A comprehensive Model Context Protocol server for PocketBase that provides both user and administrative functionality, enabling authentication, collection/record management, file operations, and system administration through a standardized interface.

Waygate MCP

A security-hardened, containerized MCP server framework that provides superior isolation and enterprise-grade security through Docker containers. Enables secure MCP command execution with comprehensive diagnostics, plugin architecture, and production-ready features like SSL/TLS and rate limiting.

Microsoft Exchange MCP Server by CData

Microsoft Exchange MCP Server by CData

Mia-Platform Console MCP Server

Máy chủ MCP của Bảng điều khiển Mia-Platform

MCP RAG Server

Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.

AEM MCP Server

A Model Context Protocol server that provides tools to interact with Adobe Experience Manager instances, allowing users to manage packages, check status, create pages, replicate content, and perform other common AEM development tasks.

Doubao TTS MCP

A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, allowing users to generate speech from text using natural language parameters for customizing voice type, emotion, and speed.

Universal Documentation MCP Server

Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.) into an AI-accessible knowledge base with intelligent caching and automatic domain detection.

sk-registers-mcp

MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slovak legal entities via Slovakia's official Statistical Office API. Search companies by name, IČO, or get full entity details including legal form, address, and statutory representatives.

cloudwright-mcp

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

GSC MCP Server

Enables interaction with Google Search Console to query search analytics, inspect URL indexing status, and manage sitemaps. It allows users to monitor SEO performance and site health through natural language commands in MCP-compatible clients.

pdfsearch-mcp

Enables local indexing and semantic search of PDF documents (like AGLC4 style guide) with OCR support, allowing LLM tools to query PDF content and retrieve relevant text snippets with context.

Substack Reader MCP Server

Enables users to manage and read Substack content directly within Claude, including listing subscriptions and fetching full post details. It supports searching within newsletters and retrieving recent feeds using authenticated browser cookies.

ENC Charts MCP Server

Enables AI assistants to access and analyze NOAA electronic navigational charts with S-57 format parsing, supporting coordinate-based chart discovery, navigation feature extraction, and maritime safety queries.

ScrAPI MCP Server

Một máy chủ cho phép thu thập dữ liệu web (web scraping) từ các trang web khó truy cập do bị ảnh hưởng bởi các biện pháp phát hiện bot, mã xác thực (captcha) hoặc giới hạn vị trí địa lý, trả về kết quả ở định dạng HTML hoặc Markdown.

xcsift-mcp

An MCP server that enables AI assistants to parse Xcode and Swift build outputs into structured, token-efficient formats like JSON or TOON. It provides tools for executing build commands and extracting detailed diagnostic information such as errors, warnings, and test failures.

Airflow MCP

Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.

kChat MCP Server

Enables interaction with the kChat platform to manage channels, post messages, and handle message threads. It also allows users to retrieve channel histories, manage emoji reactions, and access workspace user profile information.

SIGNALS Market Readiness MCP Server

Exposes energy market signals and readiness indices by integrating data from sources like Yahoo Finance, ENTSOG, and AGSI+. It enables users to query gas flows, storage levels, power prices, and weather data via natural language.

Mixpanel MCP

A server that interfaces with the Mixpanel API, allowing users to query events data, retention, and funnels through natural language from any MCP client like Cursor or Claude Desktop.

Bible MCP Server

Enables AI assistants to retrieve Bible passages from multiple translations (ESV, NIV, KJV, NASB, NKJV, NLT, AMP, MSG). Supports querying single or multiple passages and provides both MCP protocol integration and REST API endpoints.

Claude Desktop Extension

Adds automation capabilities to Claude Desktop through MCP and enables Claude Desktop to act as a model gateway for Claude Code, solving WSL-Windows integration challenges through file-based bidirectional communication.

Qdrant Retrieve MCP Server

Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

WebEvalAgent MCP Server

Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.