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Enables hallucination detection for AI assistants by providing tools to assess whether responses are grounded in source material or follow grounded patterns.

A powerful and flexible Datagroom MCP server implementation to read the data and let the LLM handle the reasoning of the data.

Automates FreshBooks invoicing and time tracking through Claude, allowing users to send invoices, list invoices, log billable hours, and get financial insights via natural language commands.

A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.

Working study of the AWS "Building production ready AI Agents on Amazon EKS" workshop — one agent built twice, self-managed vs Bedrock/AgentCore, with a layer-by-layer comparison

A Model Context Protocol server that allows AI development tools like Cursor and Claude Desktop to retrieve detailed YAPI interface information by interface ID.

filesystem read & write

AgniGateway provides an AI marketplace connecting agents to travel services including flights, tours, activities, and transport options. The open endpoint requires no authentication, allowing AI agents to browse and query travel inventory directly through MCP without setup friction.

A Model Context Protocol server that enables LLMs to perform IP geolocation, reverse geocoding, and detect the host's public IP without requiring API keys.

Raft consensus state machine managing election timers, randomized backoff, candidate vote counting, and leader quorum transition.

PayPal MCP Pack — read-only access to PayPal transactions, orders, invoices, and disputes.

Provides aggregated municipal development costs for US jurisdictions, including impact fees and utility connection charges, enabling AI agents to assess building feasibility quickly.

Connect to your Crawl4AI docker API server.

Acoustic vocal emotion, prosodic valence, and customer frustration analyzer

Read-only MCP server for verified book recommendations and reading lists.

Free solar & home energy tools: estimates, incentives by ZIP, scores, installer routing.

Enables Chinese metaphysics Ba Zi (Four Pillars) birth chart calculation and Huangli (almanac) queries via natural language, with lightweight offline setup.

An MCP server to search for photos and videos on Pexels.

Provides real-time ticket pricing and availability information for Shanghai Disney Resort through the Model Context Protocol. It enables LLMs to query sales status and specific costs for one-day and two-day passes.

This Bluesky Context Server, developed by keturiosakys, provides a streamlined interface for language models to interact with Bluesky instances. It enables AI agents to query and retrieve data from the decentralized social network, making it ideal for AI-driven content analysis and social media automation tasks. The implementation distinguishes itself by offering a simple setup process and integration with Claude Desktop, making it easily accessible for developers and researchers. By leveraging Bluesky's API, it ensures authorized access to user data and posts. This tool is particularly useful for AI assistants designed to analyze social media trends, automate content creation, or provide intelligent insights from Bluesky conversations. Its lightweight design and focus on Bluesky-specific functionality make it a targeted solution for projects involving this emerging social platform.