Explore MCP Servers

Browserbase

Official

Unlock powerful cloud browser automation with Browserbase MCP Server, bridging AI models to web interaction. It enables LLMs to control browsers, capture screenshots, extract structured data, monitor console logs, and perform web navigation effortlessly. Featuring atomic instructions for precise actions and supporting multiple AI models, this server fosters flexible, modular AI workflows. With vision capabilities for annotated screenshots and an open-source approach, it invites collaboration and innovation in AI-driven browser automation. Perfect for building AI-enhanced applications that need seamless web context and dynamic data interaction.

Neon

Official Remote

Manage Neon's serverless Postgres databases.

Converts Markdown documents to PDF format using Lightning Network micropayments, handling payment flows with QR codes and returning downloadable PDF URLs for pay-per-use document conversion.

PageIndex

Official Remote

Reasoning-based RAG system for analyzing long PDF documents

Integrates with Snowflake data warehouses to enable SQL query execution, database exploration, and result formatting with corporate proxy support and optional read-only mode for secure data analysis workflows.

Integrates with Polymarket, PredictIt, and Kalshi to provide real-time prediction market data with calculated odds, contract pricing, and event filtering for market analysis and trading research applications.

Provides a bridge to Kubernetes multi-cluster environments for managing distributed resources through kubectl commands, service account connections, and seamless cross-cluster operations without switching contexts.

Unified command-line launcher for discovering and running scientific research MCP servers from the Path Integral Institute's collection, using uvx to dynamically install and execute servers from local directories or remote Git branches with automatic dependency handling.

Orchestrates Codex and Gemini CLI agents with parallel execution across multiple working directories, enabling delegation of complex tasks to 16 specialized programming personas including backend architects, security engineers, and Python experts for simultaneous multi-project development workflows.

Enables breaking down complex tasks into manageable pieces with structured JSON storage for tracking progress, maintaining checklists, and preserving context across multiple conversations.

Hyperbrowser

Official

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with customizable parameters for scraping, data collection, and web crawling tasks.

Guides users through structured software project documentation phases with automated document generation, progress tracking, and workflow state management using OpenAPI specifications as templates.

Integrates with SiYuan note-taking application to enable complete knowledge management operations including note creation, editing, searching, and organization through TypeScript-based API connectivity.

Orchestrates a team of specialized agents working in parallel to break down complex problems through structured thinking steps, enabling multi-disciplinary analysis with greater depth than single-agent approaches.

Provides Amazon Redshift database administration tools for cluster health monitoring, query performance analysis, workload management, and diagnostic operations through AWS Data API integration with over 40 curated SQL scripts for production database maintenance.

Utility server that automatically reads Claude Desktop configuration files and presents all available MCP services in an easy-to-copy format for quick access and troubleshooting.

Unifies multiple MCP servers into a single gateway with built-in search capabilities, enabling tools to be discovered and executed across different specialized services through one interface

Provides local code auditing using Ollama models to analyze security vulnerabilities, performance bottlenecks, quality issues, architectural problems, testing gaps, and documentation deficiencies across multiple programming languages with configurable analysis depth and severity classification.

Provides secure MySQL database access for LLMs, enabling read/write operations with transaction support and security features for AI-assisted data management tasks.

Provides six specialized servers for scientific and engineering workflows including photonic circuit design with gdsfactory integration, document processing with advanced OCR, plot data extraction from images, equation composition and analysis, PDF annotation with contextual analysis, and model fitting with optimization capabilities.

Integrates with Google's Gemini and Vertex AI models to analyze images, compare multiple images, and process video content with intelligent file handling that automatically optimizes upload strategies for different file sizes.