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Fluent CLI v2.2.0 - Introducing Vector Search in the Builder MCP

Release

Author:

Ben Harrison

Changed on:

28 July 2026

Target release date:2026-07-28
Release status:Released

Description

The vector search MCP tool will allow your coding agents to look up rule, util, and component source code for reference, as well as all of the content from our docs platform. The library currently contains over 400 code assets and 4,000 docs articles.

The search is based on semantic similarity, so your prompts can be matched against content even if the specific verbiage is slightly different. This allows agents to make better decisions, like using an existing rule instead of creating a duplicate that needs to be tested and maintained, or to base a new component on an existing one to ensure compatibility.
Note: Vector search is a labs project that falls under the beta terms and conditions. We'd love for you to give it a go and send any feedback to help guide the direction of the product.Also included are new skills for using the vector search, updating security headers, plus enhancements to existing skills around developer workflow. Be sure to update using `fluent ai install-skills` to get the most out of the new capabilities.

Changelog

  • FEATURE: Vector Search MCP tool - allow agents to search for rule, util, and component examples
  • FEATURE: New tool to see version history of the CLI - `fluent changelog list`
  • FEATURE: Tools for documenting and building a vector database from a fluent module (requires AWS account)
  • FEATURE: New skills for search and security headers and updates to existing skills
  • FIX: removed noisy debug messages on some commands
  • FIX: dependency versions bumped for CVEs

Screenshot

No alt text provided
Released capability depth:Enhancement, New capability
Release bundle / Capability type:Tool