Browse 32,936 community-built MCP servers
Playwright for the entire OS. Give AI agents eyes and hands on any desktop app — find, click, type, and read UI elements across Linux, macOS, and Windows.
A desktop automation server that enables LLMs to interact with your computer through mouse control, keyboard input, and screen captures using RobotJS.
Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)
MCP (Model Context Protocol) Server. Enables natural language control of Ansys/AGI STK for space mission planning, satellite configuration, and orbit analysis through a Python-based bridge to the simulation software.
MCP (Model Context Protocol) Server. Access Charles Schwab accounts, trading data, and real-time market information.
Rust MCP framework for building AI agents
MCP (Model Context Protocol) Server. Enables direct filesystem access to Obsidian vaults for retrieving file lists, reading content, managing todos, and creating or updating markdown files without requiring the Obsidian application to be running.
A fast semantic code analysis and search tool that leverages Tree-Sitter to provide deep insights into project structure, code quality, and identifier usage across 15+ programming languages.
This MCP server provides enterprise-grade RAG capabilities by integrating Contextual AI's platform for intelligent document retrieval, multi-agent routing, and citation-backed query processing.
MCP (Model Context Protocol) Server. Enables management of Neon PostgreSQL database projects, branches, and schemas through natural language interactions with the Neon REST API
MCP (Model Context Protocol) Server. Lightweight macOS server that plays a system sound effect after code generation is complete, providing auditory feedback for developers during coding sessions.
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever for the first 1000 Stargazers.
The BioContextAI Registry for biomedical MCP servers
MCP (Model Context Protocol) Server. Provides SQL database access through the RBDC framework, supporting SQLite, MySQL, PostgreSQL, and MSSQL with connection pooling for executing queries, data modifications, and monitoring database connections.
MCP (Model Context Protocol) Server. Integrates Microsoft Security Copilot with Microsoft Sentinel for running KQL queries, managing skillsets, and executing prompts using Azure Identity Authentication
MCP (Model Context Protocol) Server. Enables AI to explore and interact with MySQL database schemas for documentation, query building, and schema analysis without direct database access.
A macOS-specific MCP server that wraps the native 'say' command to provide advanced text-to-speech capabilities with support for voice modulation, custom rates, and background execution.
MCP (Model Context Protocol) Server. Integrates Google Workspace APIs to enable tasks like sending emails, scheduling meetings, and managing documents in Gmail, Calendar, and Drive.
A specialized MCP server that integrates Kaspersky Threat Intelligence services to provide analysts with commercial threat feeds, STIX object analysis, and URL normalization capabilities.
A specialized MCP server for creating and validating buildingSMART Information Delivery Specification (IDS) files. It ensures 100% compliance with the IDS 1.0 standard through early validation, XSD schema checks, and integration with the IfcOpenShell library.
MCP (Model Context Protocol) Server. Enables creation and management of n8n workflows through a TypeScript-based server that provides tools for designing, validating, and exporting complete workflow configurations.
A comprehensive AWS cost optimization MCP server that integrates with Cost Explorer, Compute Optimizer, and CloudWatch to provide actionable right-sizing and efficiency recommendations for EC2, S3, RDS, Lambda, and more.
An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB
Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks and recompiles them into Claude-optimized XML. Exposes decompose_prompt and compile_prompt tools via MCP.
Interact with Okta API.
MCP (Model Context Protocol) Server. Integrates with Daytona's secure Python execution environment to enable isolated code running and workspace management for testing and educational purposes.
MCP server for shell and terminal operations
A comprehensive MCP server providing a bridge between Twitter's API v2 and conversational interfaces, enabling profile management, tweet operations, timeline access, and search functionality.
Declarative Agent Orchestration. Ship while you sleep.
A Model Context Protocol MCP server for capturing website screenshots with full page, element, and device size features.