AI-friendly code packaging with token accounting, security checks, and remote packing—distinctive for advanced AI workflows.

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

JavaScript in-page GUI agent. Control web interfaces with natural language.

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

Unified AI agent toolkit to access Alation Data Catalog via MCP with core SDK, LangChain adapters, and remote server options.

Unified payments, invoicing, and reconciliations integrated with Adfin via Claude Desktop for streamlined financial workflows.

Validates OpenAPI specs via APIMatic API with MCP integration, supporting OpenAPI 2.0/3.0 and JSON/YAML.

Open-source MCP server enabling instant DB access via prebuilt tools and a framework for customizable AI data tools.

An MCP server leveraging an external oversight layer to "vibe check" agents, and also self-improve accuracy & user alignment over time. Prevents scope creep, code bloat, misalignment, misinterpretation, tunnel vision, and overcomplication.

AI-powered Todoist integration enabling LLMs to search, add, and update tasks via a streamlined MCP server.

Python-based Pinot integration enabling real-time analytics, metadata access, and Claude Desktop prompts with secure, filterable views.

Generate visualizations from fetched data using the VegaLite format and renderer.

Automates vulnerability fixes from SAST results and integrates as a vendor-agnostic MCP server for AI-assisted code remediation.

Unified Go tooling enabling advanced code analysis and editor integration via gopls for improved development workflows.

Self-hosted, fast microVM sandbox platform with embedded sandboxes, agent-ready workflows, and OCI compatibility.

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

Content editing codes, value map, and positioning tools for product marketing.

AI-driven, zero-config browser testing with remote agents, automatic localhost tunneling, and rich artifacts for rapid debugging.

Go-based experimental protocol interface enabling Algolia API actions with configurable tools, Claude Desktop and Ollama compatibility.

Sh/web-eval-agent)** (by Operative.sh) - An MCP server to test, debug, and fix web applications autonomously.

Unified real-time market intelligence across public and private data with multi-agent research and prediction-market insights.

211 specialized AI roles orchestrated via YAML workflows for parallel, API-key-free multi-LLM collaboration and rapid, high-quality outputs.

ZenML MCP server exposes live ZenML pipelines and deployments via MCP, enabling seamless LLM context with artifacts, models, and runtime status.

TypeScript toolchain enabling AI-driven agents to scaffold, build, run, and test Apple platform apps with rich UI automation, run-time logs, and screenshots.