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Lancedb

Provides a server for managing LanceDB databases.

Simple Server Setup

Demonstrates calculator operations via Server-Sent Events (SSE) and Standard Input/Output (STDIO) client-server communication modes.

Ai Llm

Demonstrates the Model Context Protocol (MCP) using a locally hosted LLM and Java Spring Boot.

Codiff

Computes line-based diffs between two text inputs using a simple MCP server.

Robostats

Connects FIRST Robotics Competition (FRC) data directly to Claude Desktop or Cursor IDE for AI-powered analysis.

Amap Navigation

Enables interactive map navigation with real-time route planning and WebSocket communication for Amap (Gaode Maps) via a FastAPI and fastmcp-based interface.

Things

Interfaces with the Mac application 'Things' through its URL scheme to enable AI assistants and other applications to manage tasks.

Arch

Enhances AI assistant capabilities with robust context management, accuracy enforcement, and safety protocols.

AI Todo

Demonstrates an API-first Model Context Protocol approach with a FastAPI backend and a Next.js client for todo management.

Image Selector

Interactively select and export image and text regions from various image file formats.

Spotify

Provides access to Spotify's music data through the Spotify Web API via a Micro-Context Protocol (MCP) server.

Todoist

Enables AI assistants to manage Todoist tasks, projects, sections, labels, and comments through natural language conversations.

Bluesky Py

Enables AI agents to optimize social network interactions on Bluesky through a lightweight Python server.

Granola

Connects Claude and other Model Context Protocol (MCP) clients to your Granola meeting notes, providing instant access and summaries.

SSH Client

Facilitates secure remote command execution and file transfers using SSH and SFTP, designed as a Model Context Protocol server for AI assistants.

SBOMApp

Empower developers with an in-editor assistant to instantly generate SBOMs, scan for vulnerabilities, verify license compliance, and receive actionable remediation guidance.

Intelligent Data

Enables validation and enrichment of critical entity data, such as addresses, tax IDs, and bank accounts, directly within Claude Desktop via the Intelligent Data API.

Databricks

Streamline Databricks operations by consolidating 263 tools for Unity Catalog, SQL, Compute, Jobs, Serving, and more into a single user-friendly interface.

Gloria AI

Provides real-time curated crypto news with sentiment, recaps, and search capabilities to AI agents.

Compliance Intelligence

Provides AI agents with access to a vast knowledge graph encompassing 692+ compliance frameworks, 13,700+ controls, and 280,000+ cross-framework mappings.

Debugpy

Attaches `debugpy` to live Python processes within Docker containers for enhanced debugging, log retrieval, and breakpoint planning.

Jules API

Manage sessions for Jules, Google's AI coding agent, from any MCP-compatible client.

Test Generator

Automates the creation of test files for projects written in TypeScript, JavaScript, Python, and Java.

Perptools

Facilitates Solana perpetual futures trading through Orderly Network and Perptools.

Posted Social

Exposes WordPress site content, SEO metadata, site structure, and form data to AI assistants for programmatic content and SEO management, including read and write capabilities.

Cortex

Provides a universal AI memory server with active notifications, managing memory, entities, scheduling, intentions, archival, and session handoffs for any compatible AI assistant.

Obsidian

Manages task-oriented workflows within Obsidian Codex vaults, providing a dedicated service for ticket and context handling.

Hugo Docs

Automate content auditing, front matter validation, internal link checking, and page scaffolding for Hugo documentation sites.

MySQL

Integrates secure, read-only MySQL database access directly into any AI agent.

Tarot Draw

Draws and interprets tarot cards from a 78-card deck for personal situations.