Google Workspace Developers

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Search for Docker images and retrieve their READMEs and metadata from Docker Hub.

Fetches comprehensive information about Ruby gems from RubyGems.org, including READMEs, metadata, and search functionality.

Executes Manim Python scripts to generate and return rendered video animations.

Execute code securely in isolated sandbox environments using the E2B API.

A simple MCP server with streamable HTTP transport that supports basic math tools like add and multiply.

A flexible MCP server that executes arbitrary command-line tools defined in a configuration file.

Optimize any site for AI search: get DeepRank methodology, optimization steps, and suggestions (llms.txt, JSON-LD, audit checklist) so your AI assistant can implement AI visibility in the repo.

A minimal MCP server mock in TypeScript for testing MCP clients, supporting both STDIO and HTTP/SSE protocols.

Provides AI assistants with a comprehensive, one-time analysis for complete codebase context and understanding.

A reference implementation of a Model Context Protocol (MCP) server with example tools, prompts, and resources.