SpecLeft
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.
What is SpecLeft?
SpecLeft is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to python intent tracing mcp: map specs to pytest tests, monitor implementation progress, offline-only.
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.
This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Python intent tracing MCP: map specs to pytest tests, monito
Use Cases
Maintainer
Works with
Installation
PIP
pip install specleftManual Installation
pip install specleftConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about SpecLeft
What is SpecLeft?
SpecLeft is a Model Context Protocol (MCP) server that python intent tracing mcp: map specs to pytest tests, monitor implementation progress, offline-only. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install SpecLeft?
Install via pip with: pip install specleft. Then configure your AI client to connect to this MCP server.
Which AI clients work with SpecLeft?
SpecLeft works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is SpecLeft free to use?
Yes, SpecLeft is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Set Up SpecLeft in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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