AgentIndex icon
AgentIndex
leantoken logo
leantoken
★ 123
vs
code-index-mcp logo
code-index-mcp
★ 154

leantoken vs code-index-mcp

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.; code-index-mcp: Code Index is a Rust-native, static binary for lightning-fast code indexing and search, designed to serve AI agents via the MCP protocol. It provides comprehensive structural analysis for multiple programming languages, including production-grade support for BSL/1C configurations, enabling sub-millisecond query responses for large monorepos.

01

TL;DR

leantoken logo
leantokenCode Assistant · ★ 123

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

Read leantoken full review →
code-index-mcp logo
code-index-mcpCode Assistant · ★ 154

Enhance AI agents (like Claude Code, Cursor) with fast, structured code navigation and search capabilities.

Read code-index-mcp full review →
02

Side-by-Side Comparison

Field
leantoken logoleantoken
code-index-mcp logocode-index-mcp
Category
Code Assistant
Code Assistant
Stars
★ 123
★ 154
License
Apache-2.0
MIT
Install Command
npx leantoken setup
npm install -g @regsorm/code-index-mcp
Updated
4d ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Code Intelligence, AI Agent Tooling, Token Optimization
Code Indexing, AI Agents, Static Analysis
03

Features

leantoken logoleantoken
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.
code-index-mcp logocode-index-mcp
01High-performance indexing and sub-millisecond search for large codebases (100K+ files).
0231 specialized MCP tools, including 20 universal tools and 11 BSL-specific tools for 1C:Enterprise configurations.
03Native BSL/1C parsing for Configurator (XML) and 1C:EDT (.mdo) exports, supporting data-link graph generation.
04"One-writer / many-readers" architecture with a background daemon for indexing and multiple read-only MCP servers.
05Tree-sitter AST parsing for 10 major languages (Rust, Python, JS, TS, Java, Kotlin, C#, Go, Objective-C, Zig) with fallback for 50+ formats.
04

Use Cases

leantoken logoleantoken
↳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.
code-index-mcp logocode-index-mcp
↳Enhance AI agents (like Claude Code, Cursor) with fast, structured code navigation and search capabilities.
↳Replace slow, repeated grep/find calls with instant, precise symbol lookups across large projects.
↳Analyze complex 1C:Enterprise configurations, including object structure, form handlers, and data-link graphs.
↳Create federated code search solutions where one MCP server manages multiple repositories across machines.
↳Provide developers with a powerful CLI for deep code analysis, call graph tracing, and full-text search.
FAQ

FAQ

What is the difference between leantoken and code-index-mcp?
Both leantoken and code-index-mcp are in the Code Assistant category. leantoken has 123 stars, while code-index-mcp has 154 stars.
Which is better, leantoken or code-index-mcp?
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 code-index-mcp if Enhance AI agents (like Claude Code, Cursor) with fast, structured code navigation and search capabilities..
Is leantoken free or open source?
Yes, leantoken is open source on GitHub (Apache-2.0).
Is code-index-mcp free or open source?
Yes, code-index-mcp is open source on GitHub (MIT).
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