augmnt/augments-mcp-server

v7.1.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 2mo MCP Developer Tools

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

ai-tools async cache claude-code developer-tools mcp

+2 more

model-context-protocol python

Summary

AI summary

Doc search relevance improvements close gaps for multi‑word queries like "zustand middleware persist".

Full changelog

What's New

Closes the doc search relevance gap — multi-word queries like "zustand middleware persist" now correctly match the right documentation sections.

Improved

Multi-word concept decomposition — file matching scores each word independently (e.g., "persist" matches even when "persistmiddleware" doesn't)
BM25 heading boost — heading tokens weighted 2x in term frequency, plus 1–1.5x post-scoring multiplier for heading matches
Synonym expansion in doc search — bidirectional synonym maps (e.g., "store" ↔ "state", "middleware" ↔ "plugin") improve recall
Per-part scoring in matchConceptToFiles — 60/40/20 point tiers with all-parts bonus and path-depth preference

Fixed

zustand middleware persist now returns persist middleware docs (was incorrectly returning immer)
Section ranking improved for queries where relevant content appears in headings

Upgrade

claude mcp add -s user augments -- npx -y @augmnt-sh/augments-mcp-server@latest

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About augmnt/augments-mcp-server

Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.

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