Open-source multi-agent framework leveraging Solace event mesh, A2A communication, and dynamic embeds.

A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.

notebooklm mcp cli

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil.

Provides natural language access to Elasticsearch data via stdio or streamable-HTTP for AI agents.

Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...

Agent OS: Stop prompting. Start specifying.

Google 💚 MCP

This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status.

Ruby toolkit for protocol-enabled apps featuring JSON-RPC, flexible transports, and integrated tooling for tools, prompts, and resources.

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

Standardized Airflow integration using the official Python client to manage DAGs, runs, tasks, and variables with read-only and Claude Desktop support.

Read and search through your XMind directory containing XMind files.

This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.

Autonomous Zotero AI assistant reads, summarizes, and syncs insights to Zotero Notes with broad LLM support and MCP compatibility.

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

AWS-driven protocol enabling automated S3 and DynamoDB tasks with audit and Claude integration.

Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.

Aggregates multiple MCP endpoints into one surface with middleware, transport flexibility, and OpenAPI support for unified tool orchestration.

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code

Real-time crypto & stock screening, advanced technical indicators, Bollinger Bands intelligence, candlestick patterns + native Claude Desktop integration. Multi-exchange (Binance, KuCoin, Bybit+). Open-source AI trading infrastructure.

PayPal-focused agent toolkit exposing a rich set of function calls to manage invoices, orders, shipments, products, subscriptions, disputes, and analytics. Built for seamless integration with OpenAI, LangChain, and Vercel's AI SDK, it emphasizes secure configuration, sandbox testing, and straightforward tool exposure for rapid automation across teams and workflows.

Open-source MCP server enabling standardized tool interoperability, RAG workflows, and agentic orchestration across LLMs with modular, provider-agnostic design.