Parallel, isolated containers for coding agents with real-time logs, full history, and effortless terminal intervention across diverse stacks.

Node.js/TypeScript tool enabling interactive user prompts, OS notifications, and persistent CLI chat within a local workflow.

Feature-rich Google Workspace MCP with multi-user OAuth 2.1, full control over Google apps and Claude Desktop integration for seamless AI-enabled workflows.

Desktop MCP management tool offering universal connectivity, local-first privacy, cross-platform support, and seamless AI tool integration for streamlined, portable configurations.

Natural language Redis access with MCP integration, full data-type support, vector search, and developer-friendly tooling for AI-driven data workflows.

Local Dynatrace integration enabling real-time insights through AI-assisted DQL queries, Grail data access, and automated workflows.

Lightweight bridge enabling live ZenML data access and pipeline control via a standardized LLM-facing context toolkit.

AI-powered Mermaid diagram generation with full syntax support, theme customization, and multi-format exports.

Adaptive AI-driven web scraping toolkit with dynamic element tracking, stealth fetchers, and rapid, resilient data extraction.

Declarative YAML-based agent framework with built-in tools, evaluation, and orchestration for LLM-driven automation.

Pinecone MCP server enabling semantic search, document operations, and embedding upserts for Claude Desktop.

Real-time contextual notebook control with multi-notebook switching and multimodal outputs, enabling AI-assisted analysis and collaboration.

Local image processing suite with on-device AI, offering OCR, object detection, editing, and watermarking.

Feature-rich integration with Elasticsearch/OpenSearch, offering index, document, and cluster tooling with flexible authentication.

AI-powered summarization of chat messages via queryable history and prompts, with local DB support.

A lightweight TypeScript module that queries chat messages and returns AI-generated summaries using an on-disk chat database.

TypeScript toolkit exposing per-index search tools connected to LlamaCloud managed indexes.

Integrates AlipayPlus payments into AI workflows with flexible payments, refunds, and customs handling via standardized tools.

Official C# SDK enabling DI-based hosting, ASP.NET Core HTTP interfaces, and attribute-driven tool exposure with multi-package support.

Self-hosted semantic search with typo-tolerant neural search, RAG, and customizable relevance controls.

Unified data interface delivering stock data, financial statements, crypto prices, and news for AI assistants.

Open-source toolkit enabling autonomous AI agents to perform 60+ Solana actions, from tokens and NFTs to DeFi and cross-chain bridges.

Automates Google Ads data access with GAQL queries, keyword ideas, and automatic OAuth, featuring token management, FastMCP, and Claude Desktop compatibility for seamless AI-assisted advertising workflows.

Milvus-based bridge enabling LLMs to query collections through text, vector, and hybrid search with flexible data management and multi-mode operation.