MinishLab/semble — Fast and Accurate Code Search for Agents.

Description and use

MinishLab/semble: MinishLab/semble helps connect AI assistants to real tools and data through a standard protocol.. Use it for connect AI agents to tools; ship Model Context Protocol servers. Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Problem

MinishLab/semble helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

Source