Next-gen documentation quality analyzer leveraging neural README evaluation, SVG header scanning, multilingual checks, and AI-powered improvement suggestions.

Forked, lightweight shell interface enabling local prototyping, scriptable commands, and flexible context interactions for rapid workflow testing.

A modular platform enabling Claude's Quantum Engine with optimized context handling and secure model interactions.

Lightweight integration layer enabling context-aware data exchanges across Singapore government datasets.

This MCP-powered client builds a memory knowledge graph from Drive, Gmail, and Calendar data, enabling semantic search in a Neo4j graph.

A lightweight weather data connector for Claude enabling real-time weather data access with simple desktop configuration and integration.

Tool to programmatically write slides via MCP, enabling direct title/content updates to Google Slides.

Lightweight, standards-aligned FHIR MCP server enabling secure, scalable healthcare data exchange with pluggable contexts.

Lightweight, pluggable context-sharing framework enabling seamless tool integration and memory management for LLM workflows.

AI-powered fortune-telling with detailed interpretations and name-based insights via a Model Context Protocol integration.

A Claude-based integration platform enabling dynamic context sharing, adaptable workflows, and extensible plugins across host applications.

Note-centric storage with a custom note:// scheme, summarization prompts, and add-note tool for collaborative workflows.

Lightweight modular platform enabling seamless model-context integration with extensible plugins and security-focused workflows.

TypeScript-based, lightweight note management with creation and summarization prompts for quick model context protocol prototyping.

Notes storage with a custom note:// URI, a summarize-notes prompt, and an add-note tool that enables storing and summarizing content with real-time client updates.

Rust-based protocol implementation with modular context modeling and a plugin-friendly, high-performance runtime.

Lightweight browser-based explorer to navigate and inspect model contexts with emphasis on visualization and extensibility.

Type-safe Haskell SDK enabling modular model-context integration with adapters, plugins, and runtime orchestration for dynamic AI workflows.

Lightweight TypeScript chat component with interactive conversations and planned provider-based integration.

Lightweight Python MCP client designed to connect and interact with MCP servers.

Lightweight fetch-oriented adapter enabling remote context retrieval with caching and pluggable backends for seamless data delivery.

A Kotlin-based plugin enabling contextual data exchanges with a lightweight, modular architecture and plug-in components for easy customization in a Minecraft environment.

Lightweight Go-based bridge enabling Ayd to share local AI context with Claude Desktop via Model Context Protocol.

Rust-based extension exposing Axiom's Model Context interface to Zed AI, configurable via settings with automatic local discovery.