AgentIndex icon
AgentIndex
memi logo
memi
★ 47
vs
srclight logo
srclight
★ 57

memi vs srclight

memi: memi provides design system memory for AI coding agents, enabling them to understand and maintain design consistency when modifying applications. It offers features like design token extraction, UI audits, and component generation, integrating with tools like Figma, Tailwind CSS, and shadcn/ui.; srclight: Srclight builds a rich, searchable index of your codebase that AI coding agents can query instantly, replacing inefficient grep/glob calls with precise, structured lookups. It provides comprehensive code intelligence, including symbol search, relationship graphs, and semantic search, all while operating fully local and private.

01

TL;DR

memi logo
memiCode Assistant · ★ 47

Enabling AI agents (Claude Code, Cursor, Codex) to edit applications while maintaining design system integrity.

Read memi full review →
srclight logo
srclightCode Assistant · ★ 57

AI agents can instantly get codebase overviews and find callers/callees, drastically reducing orientation time.

Read srclight full review →
02

Side-by-Side Comparison

Field
memi logomemi
srclight logosrclight
Category
Code Assistant
Code Assistant
Stars
★ 47
★ 57
License
MIT
MIT
Install Command
npm i -g @memi-design/cli
pip install srclight
Updated
2d ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Design System, AI Agent Tooling, Code Generation
Code Indexing, AI Agent Tooling, Semantic Search
03

Features

memi logomemi
01Design System Memory for AI Agents
02Design Token Extraction & UI Audit
03shadcn/ui & v0 Design System Registry Export
04Product Scenario Simulation & Research
05Figma/Penpot Integration (optional) & Codebase Analysis
srclight logosrclight
01Fully offline and private, ensuring code never leaves your machine.
02Supports 19 programming languages and 10 document formats for comprehensive indexing.
03Provides 4 search modes, including symbol names, source code, documentation, and semantic search, with hybrid RRF fusion.
04Acts as a comprehensive MCP server with 43 tools for AI agents, covering code graphs, impact analysis, and git intelligence.
05Supports multi-repo workspaces, allowing simultaneous search across all your repositories.
04

Use Cases

memi logomemi
↳Enabling AI agents (Claude Code, Cursor, Codex) to edit applications while maintaining design system integrity.
↳Auditing existing web applications for design debt, UX improvements, and extracting design tokens.
↳Publishing design systems as sharable, installable registries for shadcn/ui, v0, or AI editors.
↳Simulating product scenarios and generating research-backed design specifications and FigJam exports.
↳Integrating custom tweakcn themes into design systems and publishing them as npm packages.
srclight logosrclight
↳AI agents can instantly get codebase overviews and find callers/callees, drastically reducing orientation time.
↳Developers can perform semantic searches with natural language queries like "find code that handles authentication" to locate relevant code by meaning.
↳Before committing changes, analyze the "blast radius" to see what other parts of the codebase will be affected, preventing unintended breaks.
↳Integrate with MCP clients like Claude Code or Cursor to enhance AI's ability to understand, navigate, and modify complex codebases.
↳Index and search across multiple projects simultaneously, providing a unified code intelligence view for large codebases or monorepos.
FAQ

FAQ

What is the difference between memi and srclight?
Both memi and srclight are in the Code Assistant category. memi has 47 stars, while srclight has 57 stars.
Which is better, memi or srclight?
The best choice depends on your use case. Choose memi if Enabling AI agents (Claude Code, Cursor, Codex) to edit applications while maintaining design system integrity., and srclight if AI agents can instantly get codebase overviews and find callers/callees, drastically reducing orientation time..
Is memi free or open source?
Yes, memi is open source on GitHub (MIT).
Is srclight free or open source?
Yes, srclight is open source on GitHub (MIT).
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