leantoken

★ 123

srclight

★ 57

leantoken vs srclight

Q: Which is better, leantoken or srclight?

By GitHub stars, leantoken has more community adoption, but the best choice depends on your specific use case.

leantoken: LeanToken provides local-first code intelligence for AI coding agents, optimizing token usage by enabling efficient code search, structure inspection, and Git history exploration. It narrows down the relevant code an agent needs, avoiding resending unchanged evidence and keeping responses within explicit token budgets.; 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.

TL;DR

leantokenCode Assistant · ★ 123

Orienting autonomous triage for uncertain broad tasks using `leantoken.context` to get a focused starting point.

Read leantoken full review →

srclightCode Assistant · ★ 57

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

Read srclight full review →

Side-by-Side Comparison

Field

leantoken

srclight

Features

leantoken

01Local-first indexing and retrieval from a local database, ensuring privacy and speed.

02Explicit token budgets for every response to prevent large files from dominating requests and optimize AI agent context.

03Specialized tools for agents to find files, search code, inspect structure, read exact ranges, and trace history efficiently.

04Avoids resending unchanged evidence across turns, significantly reducing token consumption for iterative agent workflows.

05Narrows broad repository exploration to relevant paths and code fragments based on task requirements.

srclight

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.

Use Cases

leantoken

↳Orienting autonomous triage for uncertain broad tasks using `leantoken.context` to get a focused starting point.

↳Investigating observed failures by providing failure traces, paths, symbols, or test intent to pinpoint relevant code.

↳Reviewing code changes by comparing `base_revision` with `HEAD` and focusing on `strict_changed_paths`.

↳Efficiently searching for code with `leantoken.search` or inspecting definitions and imports with `leantoken.outline` for quick understanding.

↳Managing and auditing token usage for AI agents with `leantoken.savings` to monitor token economy.

srclight

↳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

What is the difference between leantoken and srclight?

Both leantoken and srclight are in the Code Assistant category. leantoken has 123 stars, while srclight has 57 stars.

Which is better, leantoken or srclight?

The best choice depends on your use case. Choose leantoken if Orienting autonomous triage for uncertain broad tasks using `leantoken.context` to get a focused starting point., and srclight if AI agents can instantly get codebase overviews and find callers/callees, drastically reducing orientation time..

Is leantoken free or open source?

Yes, leantoken is open source on GitHub (Apache-2.0).

Is srclight free or open source?

Yes, srclight is open source on GitHub (MIT).

Cloud Infrastructure

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Alternatives to leantoken →Alternatives to srclight →leantoken details →srclight details →

TL;DR

Side-by-Side Comparison

Features

Use Cases

FAQ

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