Browse 28,166 community-built MCP servers
Jupyter Lab MCP server for SLURM clusters — run GPU code on compute nodes from Claude Code
Cross-session memory for Claude Code — context capture, semantic search, recall
Amazon Redshift MCP Server by CData
An MCP server that enables the analysis of CSV and Parquet files by providing tools for statistical summaries, data previews, and structure exploration. It allows users to query local datasets and create sample data using natural language.
Enables AI assistants to interact with Google Cloud Platform services for log analysis and root cause investigation. Provides tools to query Cloud Logging, detect error patterns, and perform real-time log streaming across multiple GCP projects.
An MCP server for inspecting, debugging, and interacting with PySide6 desktop applications. It enables AI agents to capture UI snapshots, read widget properties, and perform actions like clicking buttons or typing text.
A Model Context Protocol server for interacting with Google Cloud Datastore, providing full CRUD operations, complex queries, and transaction management.
A direct kernel debugger MCP server for Windows security research that connects to VM kernels via kdnet using DbgEng COM interfaces. It exposes over 60 tools for memory inspection, breakpoint management, and coordinated execution control between the host and target VM.
A Model Context Protocol server that enables Claude Code to interact with You Need A Budget (YNAB) accounts, providing API access for budget management, transaction tracking, and financial insights through OAuth authentication.
Intelligent knowledge base management tool that enables searching, browsing, and analyzing documents across multiple datasets with smart document analysis capabilities.
A stack-aware Python REPL server that provides interactive code execution, virtual environment management via uv, and integrated development tools like linting, formatting, and testing for modern Python projects.
A specialized MCP server for Cursor that automates the end-of-session workflow by syncing context files, updating project summaries, and performing git commits.
Romanian classified ads platform and business directory. Search 30,000+ businesses, browse ads, get exchange rates (BNR), explore Romanian cities and locations.
Enables AI-native prompt management for Latitude.so with full CRUD operations, version control, file-based workflows, and direct prompt execution with streaming support.
An MCP server for retrieving, searching, and analyzing Cloudflare Workers logpush data stored in R2 buckets, featuring filtered search and aggregated statistics.
Provides tools for managing todo lists, checking weather, and accessing user information through the Model Context Protocol. It supports local execution and remote deployment as a web-based MCP gateway integrated with Gemini.
Demo: Server update hijack PoC (clean copy for video)
Provides job search functionality using Careerjet API with features for keyword and location-based searches, advanced filtering, and support for 50+ countries and languages.
The Nomad Stays MCP Server provides access to a curated database of remote-work-friendly accommodations around the world including prices, availability and wi-fi speed. This API supports both the Model Context Protocol (MCP) for AI assistants and standard REST endpoints for direct integration.
Enables real-time weather queries for cities worldwide using Open-Meteo API. Provides 7-day forecasts with detailed information including temperature, wind, humidity, precipitation, and comfort level assessments in both Chinese and English.
A specialized MCP server that allows LLMs to design and simulate electronic circuits by automating netlist generation, library component validation, and LTspice simulation execution.
Advanced MCP server for Excalidraw with real-time canvas, WebSocket sync, and comprehensive diagram management
Enables AI assistants like Claude to interact with Reflect notes through OAuth authentication, allowing users to retrieve graph lists and append content to daily notes.
Enables AI agents to connect to and chat with multiple LLM models (OpenAI, OpenRouter, custom endpoints) with conversation history management and model switching capabilities.
Enables programmatic interaction with Opus workflow automation platform, allowing users to initiate jobs, execute workflows, monitor status, upload files, and retrieve results through the Opus Job Operator API.
Enables querying Brazilian electoral data through TSE's official API. Supports candidate searches, election information, and campaign finance records for municipalities and states.
A specialized MCP server for deploying and managing static websites on the Demox platform, featuring automatic ZIP packaging, high-capacity cloud uploads, and seamless OAuth authentication.
Enables persistent storage and retrieval of user preferences, context, and decisions across AI sessions using a structured JSON-based memory system. It provides tools for storing, searching, updating, and managing memories organized by namespaces and tags.
MCP server for FastBCP — high-performance parallel database export to files and cloud