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.

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.

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.

🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM providers (6 free). 一句话调度多个AI专家自动协作，几分钟交付完整方案。

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.

Connects Postman to AI agents for workspace, collection, and environment automation with code generation and flexible configurations.

MCP for xiaohongshu.com

Unified ingestion and searchable knowledge from Slack, Gmail, websites, feeds, and more with built-in web crawling.

Real-time web search, extraction, mapping, and crawling powered by Tavily for AI agents.

mcp-server)** – Real-time interaction with Jupyter Notebooks, allowing AI to edit, document and execute code for data analysis, visualization etc. Compatible with any Jupyter deployment (local, JupyterHub, ...).

Real-time malware detection and policy-driven security across multiple ecosystems with AI-assisted vetting.