AgentIndex icon
AgentIndex
mcpls logo
mcpls
★ 79
vs
trace-mcp logo
trace-mcp
★ 193

mcpls vs trace-mcp

mcpls: mcpls bridges AI coding assistants and LSP servers via MCP, providing type information, cross-references, semantic navigation, diagnostics, and safe refactoring. It works with multiple languages and requires minimal configuration.; trace-mcp: trace-mcp is a framework-aware code intelligence MCP server that builds cross-language dependency graphs from source code. It enables AI agents to understand framework-specific relationships, track request flows, analyze change impact, and remember past decisions across sessions, significantly reducing token usage.

01

TL;DR

mcpls logo
mcplsDev Tooling · ★ 79

AI coding assistants can understand code semantics during development

Read mcpls full review →
trace-mcp logo
trace-mcpDev Tooling · ★ 193

Understanding full-stack web applications with cross-language relationships

Read trace-mcp full review →
02

Side-by-Side Comparison

Field
mcpls logomcpls
trace-mcp logotrace-mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 79
★ 193
License
Apache-2.0
MIT
Install Command
cargo install mcpls
npm install -g trace-mcp && trace-mcp init && trace-mcp add
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agents, ai-tools, cli
ai-agents, claude-code, code-intelligence
03

Features

mcpls logomcpls
01Real-time type information and documentation on hover
02Cross-reference search across entire workspace
03Semantic navigation to definitions and implementations
04Actual compiler diagnostics instead of hallucinations
05Safe workspace-wide symbol renaming
trace-mcp logotrace-mcp
01Framework-aware dependency graph across languages
02Code-linked decision memory
03Cross-session intelligence and context carryover
04Change impact analysis with risk scoring
05Up to 99% token reduction
04

Use Cases

mcpls logomcpls
↳AI coding assistants can understand code semantics during development
↳Developers can quickly find all usages of a symbol across large codebases
↳Safe refactoring operations like renaming symbols with full reference tracking
trace-mcp logotrace-mcp
↳Understanding full-stack web applications with cross-language relationships
↳Impact analysis for changes across multiple languages and frameworks
↳Reducing token consumption and context window pressure in large codebases
FAQ

FAQ

What is the difference between mcpls and trace-mcp?
Both mcpls and trace-mcp are in the Dev Tooling category. mcpls has 79 stars, while trace-mcp has 193 stars.
Which is better, mcpls or trace-mcp?
The best choice depends on your use case. Choose mcpls if AI coding assistants can understand code semantics during development, and trace-mcp if Understanding full-stack web applications with cross-language relationships.
Is mcpls free or open source?
Yes, mcpls is open source on GitHub (Apache-2.0).
Is trace-mcp free or open source?
Yes, trace-mcp is open source on GitHub (MIT).
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Related

Alternatives to mcpls →Alternatives to trace-mcp →mcpls details →trace-mcp details →