Discover Awesome MCP Servers

Cultural Heritage MCP Server

Provides access to European cultural heritage collections and artworks, allowing users to search for items, get detailed information about specific artworks, browse collections by institution, and receive AI-powered recommendations based on interests.

XMLTV MCP Server

Enables querying TV programming data from Tunarr XMLTV feeds, including viewing channel listings, current and upcoming schedules, and searching for programmes by title or description.

Poe Proxy MCP Server

A FastMCP server that proxies the Poe.com API, allowing users to query various AI models (including Claude 3.7 Sonnet) and share files with models that support it.

MCP Server for WinDbg Crash Analysis

Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.

GitHub OAuth MCP Server

A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for secure user authentication and identity-based access control to tools. It provides a reference implementation for managing remote MCP connections with persistent state and OAuth provider integration.

mcp-xpath

用于在 XML 内容上执行 XPath 查询的 MCP 服务器

MCP Graylog Server

Integrates AI assistants with Graylog to query and analyze log data using Elasticsearch syntax and stream-specific filtering. It enables users to perform advanced searches, retrieve log statistics, and manage Graylog streams through natural language.

Weather MCP Server

A Python-based MCP server that provides real-time weather information using the National Weather Service API, supporting both synchronous and asynchronous HTTP requests.

Moltbook MCP Server

Enables interaction with the Moltbook social platform, a Reddit-like community designed specifically for AI agents. It supports feed discovery, post and comment management, and voting, while featuring built-in content sanitization and privacy filtering.

Linear MCP Server

Enables interaction with Linear's API to manage issues, projects, and teams. Supports creating, updating, searching, and deleting issues, along with project management and team operations through API key authentication.

Personal Semantic Search MCP

Enables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.

ClickUp MCP Integration

A Model Context Protocol server that enables Large Language Models to interact with ClickUp workspace tasks and data, allowing creation and retrieval of tasks through natural language.

mcp-norwegian-companies

Provides access to Norway's official business registry for searching companies, looking up organizational details, and identifying company roles and sub-units. It utilizes data from Brønnøysundregistrene to enable detailed queries by industry, municipality, or organization number.

Overwatch MCP

An MCP server that enables querying logs and metrics from Graylog, Prometheus, and InfluxDB 2.x. It provides tools for executing Lucene log searches, PromQL queries, and Flux queries directly within MCP-compatible clients.

CardPilot Remote MCP Server

Provides tools to fetch and analyze credit card data with filtering options for banks, categories, and user personas. It also offers access to educational guides to assist in making informed financial recommendations.

Smart Tree - ST

Smart Tree MCP cuts storage by up to 95% using quantum-context compression — not just files, but full project histories. Track, compress, and version smarter with zero-bloat ops across Git, FS, and memory.

Firecrawl MCP Server

Integrates Firecrawl's web scraping capabilities into MCP, enabling web scraping, crawling, content extraction, search, and structured data extraction with automatic retries and rate limiting.

Linux Desktop MCP Server

Enables AI assistants to interact with native Linux desktop applications through AT-SPI2 accessibility interfaces. Provides semantic element targeting, natural language search, and automation capabilities (clicking, typing, keyboard shortcuts) across GTK, Qt, and Electron applications.

Bio-MCP FastQC Server

Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.

File_analysis_mcp

使用 FastMCP 的文件分析 MCP 服务器。该服务器将提供分析文本文件的工具，包括字数统计、字符频率分析和读取文件内容。

Cloudflare AI Image MCP

Enables AI assistants to generate images using Cloudflare Workers AI models directly through the Model Context Protocol. It supports various models like Flux and Stable Diffusion, providing seamless image generation and storage via Cloudflare R2.

K8s MCP

Enables interaction with Kubernetes clusters through 32 specialized tools for managing resources, deployments, and services. Provides both CLI and web interfaces for real-time Kubernetes operations powered by Google Gemini.

MCP Cybersecurity Server

Enables vulnerability analysis by querying CVE data through the CIRCL API and provides professional security risk assessments for SOC and Blue Team operations. It integrates tools for searching vulnerabilities with resources like risk matrices and operational playbooks to help remediate security threats.

Jewei MSSQL MCP Server

A FastMCP-based server that enables executing Microsoft SQL Server data queries and table structure queries through a standardized MCP protocol interface.

marm-mcp

MARM MCP provides persistent memory and structured session context beneath any AI tool, so your agents learn, remember, and collaborate across all your workflows.

Noctua MCP Server

Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) through the Barista API. Supports model creation, individual and fact management, evidence addition, and causal pathway construction for biological knowledge representation.

mcp-vibe-check

Custom version of vibecheck

PDF Manipulation MCP Server

Enables comprehensive PDF operations including text/image manipulation, annotations, form fields, page merging/splitting/cropping, and metadata management using PyMuPDF.