010 GitHub stars
02Shapeshift into over 10,000 MCP servers on demand from a single configuration entry.
03Dynamically load only specific tools from a server, reducing token overhead and improving agent focus.
04Seamlessly switch between different servers and their capabilities instantly, without restarts.
05Access servers across 7 parallel registries, including PyPI, npm, GitHub, and Smithery.
06Includes a full suite of developer tools for inspecting, testing, benchmarking, and prototyping MCP servers.