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Model Context

Standardizes client-server communication, allowing large language models to access server-defined tools and resources.

Testing

Provides a sandbox environment for exploring and validating Model Context Protocol (MCP)-related features and capabilities.

Simple

Provides a basic implementation of the Model Context Protocol server, enabling language models to connect with external tools and data sources.

Remote Context

Deploys an unauthenticated Model Context Protocol server on Cloudflare Workers for remote tool integration.

Browser Tester

Enables an MCP server to control a web browser for automated testing.

Playwright Example

Enables AI assistants to control a browser for web automation tasks such as navigation, typing, clicking, and taking screenshots.

Kite

Automates secure stock buy/sell operations on Zerodha via a command-based system using the KiteConnect API and Model Context Protocol.

Shortcut

Integrates with the Shortcut API to manage project data and analyze attached Loom videos for debugging.

Tavily

Empowers AI systems to access real-time web information and perform advanced data extraction, mapping, and crawling.

Bitrix REST API Documentation

Provides AI assistants with direct, up-to-date access to Bitrix24 REST API documentation.

Splid

Exposes Splid (splid.app) functionalities via a Model Context Protocol (MCP) server, enabling programmatic interaction with expense tracking and group management.

Scrappey

Control a browser through an LLM using Scrappey's web automation and scraping capabilities.

BIP Assistant

Provides an AI-powered assistant for answering natural language questions about BIT Information Portal (BIP) data, leveraging an MCP server and a browser extension for secure access.

Terminal

Empowers large language models with secure, remote terminal command execution capabilities.

Semgrep

Enables static code analysis and Semgrep rule management via the Model Context Protocol (MCP).

Bithumb

Enables interaction with the Bithumb API to fetch cryptocurrency data and manage transactions.

Selenium WebDriver

Enables automated browser interactions through a comprehensive server with advanced detection evasion and multi-browser support.

Waldur

Integrates with Claude Desktop to serve as a Waldur Model Context Protocol (MCP) server.

Gong

Facilitate direct access to Gong call data, transcripts, and user information via a Model Context Protocol (MCP) server.

Template

Provides a Python starter project for building a Model Context Protocol (MCP) server.

Spotify Bulk Actions

Automate large-scale Spotify library management, including batch playlist creation, song importing, and comprehensive library exports with human-in-the-loop review.

Cloudflare

Deploys a remote Model Context Protocol server on Cloudflare Workers for easy integration with AI platforms.

Ssh Rails Runner

Enables secure remote execution of Rails console commands over SSH, facilitating both read-only operations and managed mutations in a deployed Rails environment.

Test

Validates MCP servers and their tokens.

Popmelt

Generates styled React components using natural language commands via the Popmelt Model Context Protocol (MCP).

KNMI

Provides access to comprehensive Dutch weather data through the KNMI API via a Model Context Protocol server.

Swagger

Dynamically generates Model Context Protocol tools from Swagger/OpenAPI documents, enabling direct REST API invocation from Claude Desktop.

Document QA

Transforms unstructured documents into a searchable knowledge base, enabling AI-powered question answering.

LinkedIn Job Scraping

Automates job listing extraction from LinkedIn for efficient bulk data collection, streamlining research and recruitment efforts.

Blender

Integrates Claude AI with Blender, enabling direct AI control and manipulation of 3D models and scenes.