← All tools
Browse Source Code →
preview
Tool Compass
Registry stable mcp-server Python
Concept / Experimental
This tool is in early development. APIs may change.
🧪 Concept Prototype
Not packaged yetThis tool is in early design. You can explore the source code or contribute to its development.
What exists today:
- CI Pipeline
- Project Structure
- Design Spec
Find MCP tools by describing what you need.
Discovery, classification, and ranking utilities for MCP-compatible tools
preview Good for
- Discovering tools across large MCP ecosystems
- Intent-based tool selection (describe the task, get the tool)
- Progressive disclosure — see summaries first, details on demand
Not for
- Running tools directly (it finds them, you run them)
- Non-MCP tool discovery
Registry listed Install cmd Has releases Documented
v2.0.3 Feb 14, 2026