Lightweight, full-stack model-driven framework enabling multi-agent collaboration, data visualization, and CSV/table QA with modular RAG integration.

Plugin for JADX enabling live AI-assisted reverse engineering with context-aware code reviews and vulnerability insights.

Python-based toolkit enabling remote Android control via ADB, with screenshots, UI analysis, and package management.

Secure Firefox integration enabling AI assistants to manage tabs, history, and page content with explicit user consent, locally connected.

Unofficial Go implementation delivering type-safe tool args, auto endpoints, and flexible transports for rapid development.

Official Ruby SDK enabling JSON-RPC communication, tool, prompt, and resource management with multiple transports for model-context applications.

Interacts with Perplexity API to fetch chat completions with citations, enabling Claude desktop users to leverage Perplexity directly.

Flexible, low-code platform for orchestrating collaborative agents with on-demand tooling and human-in-the-loop governance.

Java-based, modular toolset for extended LLM workflows featuring data storage, runtime insights, file access, and visual drawing with JavaFX under Quarkus.

TypeScript MCP server delivering structured Postman API access with collections, environments, APIs, and RBAC.

Compact, feature-rich voice platform delivering natural conversations with local and cloud speech services and Claude Code integration.

Sends Instagram DMs via LLM prompts with threaded chats and media support.

Command-line tool enabling AI-assisted Terraform workflows with security, auditing, and automated onboarding.

A curated collection of developer tools, libraries, and resources for Model Context Protocol workflows, helping teams explore, test, and integrate MCP components with velocity and confidence. It emphasizes cross-language SDKs, testing utilities, hosting resources, and practical templates from lightweight clients to enterprise-grade tooling.

VideoDB MCP Server auto-generates and updates LLM context for VideoDB, enabling seamless discovery and up-to-date agent integration.

Rust-based CLI to interface with Amazon Q Developer from the terminal, enabling interactive chat workflows, programmatic queries, and local experimentation.

Database-backed MCP server building a project-specific knowledge graph with semantic search, RAG readiness, and IDE-friendly multi-workspace support.

Locally renders Manim Python scripts into video outputs with portable config and Claude integration.

Staged Airtable integration with Claude-driven prompts and project knowledge to minimize build failures and streamline data modeling.

Next.js starter using an adapter and TypeScript SDK to connect clients to resources via SSE on Vercel.

Extensible backend enabling AI copilots to manage wallets, deploy contracts, handle tokens and NFTs, onramp funds, and resolve addresses via AgentKit.

A lightweight, beta MCP server framework in TypeScript with decorator support, type safety, and boilerplate-free definitions.

A standardized interface to Apache Airflow via its REST API using official client for seamless integration and tooling.

MCPHost acts as a versatile host unifying multiple LLM providers with local/remote/mcp servers and secure scripting.